Wireless Sensor Network contain number of nodes. Lifetime of Sensor nodes depend on their battery
power, which cannot be reenergize. Thus, to save the node energy & lifetime of the Network energy efficient
LEACH protocol is introduced. Wireless sensor networks are facing many experiments such as the partial source
in processing power, storage and energy. The inadequate energy source is one of the main tasks facing the security
in such networks. LEACH doesn’t shield the safety harms. So we want to improve security scenario of Secure
LEACH protocol. Hierarchical or cluster base routing protocol for WSNs is the most energy-efficient among other
routing protocols. This paper shows different security mechanism used in LEACH protocol. This all protocol is
based on Hierarchical routing protocol. This paper shows basic scenario of security in LEACH.
Mobile Ad-Hoc Networks are most usefully in current environments. It’s required high performance, networks load and Throughput. In Mobile Ad-hoc Networks Routing is the hot topic for research. Basically two types routing protocols are work in the mobile Ad-hoc Networks: 1) Proactive and 2) Reactive. Researchers have projected different routing algorithm. Important work has been done on routing in ad hoc networks, some of the important works so far were the destination-sequence distance vector (DSDV) protocol, the temporally ordered routing protocol (TORA), dynamic source routing protocol (DSR) and ad hoc on demand routing protocol (AODV). These algorithms use Open Shortest Path First (OSPF) for find optimum route source to destination.ThesisScientist.com
Black hole Attack Avoidance Protocol for wireless Ad-Hoc networksijsrd.com
A Mobile Ad-Hoc Network is a collection of mobile nodes or a temporary network set up by wireless mobile nodes moving arbitrary in the places that have no network infrastructure in such a manner that the interconnections between nodes are capable of changing on continual basis. Thus the nodes find a path to the destination node using routing protocols. However, due to security vulnerabilities of the routing protocols, wireless ad-hoc networks are unprotected to attacks of the malicious nodes. Various attacks and one of those attacks is the Black Hole Attack against network integrity absorbing all data packets in the network. Since the data packets do not reach the destination node on account of this attack, data loss will occur. Therefore, it is a severe attack that can be easily employed against routing in mobile ad hoc networks. There are lots of detection and defense mechanisms to eliminate the intruder that carry out the black hole attack. . Virtual Infrastructure achieves reliable transmission in Mobile Ad Hoc Network. Black Hole Attack is the major problem to affect the Virtual Infrastructure. In this paper, approach on analyzing and improving the security of AODV, which is one of the popular routing protocols for MANET. Our aim is to ensuring the avoidance against Black hole attack.
1- Mobile ad hoc networks are formed dynamically by an
autonomous system of mobile nodes that are connected
via wireless links.
2- Multihop communication- node communicate with the
help of two or more node from source to destination.
3- No existing fixed infrastructure or centralized administration –No base station.
4- Mobile nodes are free to move randomly-Network topology changes frequently
5- May Operate as standalone fashion or also can be connected to the larger internet.
6- Each node work as router
Primary Goals of Security in MANET
To assure a reliable data transfer over the communication networks and to protect the system resources a number of security services are classified in five categories:-
1-Authentication:- The process of identifying an individual , usually based on a username and password.
2- Confidentially:- Confidentiality aims at protecting the data from disclosure to unauthorized person.
Network attacks against confidentiality
* Packet capturing
Password attack
Port scanning
Dumpster Diving
Wiretapping
Phishing and Pharming
2-Non repudiation:- Integrity guarantees that a message being transferred is never corrupted.
3- Integrity:- Integrity guarantees that a message being transferred is never corrupted.
network attack against integrity
Salami attack
trust relationship attacks
Man in the middle attack
Session hijacking attacks
4- Availability:- Its ensure that data ,network resources or network services are available to legitimate user when required.
network attack against availability
Denial of services attacks
Distributed denial of services attack
SYN flood attacks and ICMP flood attacks
Electrical power attacks
Server Room environment attacks
Key management
The security in networking is in many cases dependent on proper key management.
Key management consists of various services, of which each is vital for the security
of the networking systems
* Trust model:-Its must determine how much different element in the network can trust each other.
* Cryptosystem:- Public and symmetric key mechanism can be applied .
* Key creation:- It must determine which parties are allowed to generate key to themselves.
* Key storage :- In adhoc network any network element may have to store its own key and possibly key of other element as well.
* Key distribution:- The key management service must ensure that the generated keys are securely distributed to their owners.
NetSim Webinar on Network Attacks and DetectionDESHPANDE M
Webinar Contents:
Why use a Network Simulator
Introduction to NetSim
Introduction to Sinkhole Attack : Attack scenario in MANET using NetSim
Intrusion Detection System: Detection mechanism in MANET using NetSim
Analyzing Metrics
Areas of R & D in MANET
Q & A
Black Hole Attack:
A malicious node advertises the wrong paths as good paths to the source node during the pathfinding process.
When the source selects the path including the attacker node, the traffic starts passing through the adversary node and this node starts dropping the packets selectively or in whole.
Black hole region is the entry point to a large number of harmful attacks.
Mobile Ad-Hoc Networks are most usefully in current environments. It’s required high performance, networks load and Throughput. In Mobile Ad-hoc Networks Routing is the hot topic for research. Basically two types routing protocols are work in the mobile Ad-hoc Networks: 1) Proactive and 2) Reactive. Researchers have projected different routing algorithm. Important work has been done on routing in ad hoc networks, some of the important works so far were the destination-sequence distance vector (DSDV) protocol, the temporally ordered routing protocol (TORA), dynamic source routing protocol (DSR) and ad hoc on demand routing protocol (AODV). These algorithms use Open Shortest Path First (OSPF) for find optimum route source to destination.ThesisScientist.com
Black hole Attack Avoidance Protocol for wireless Ad-Hoc networksijsrd.com
A Mobile Ad-Hoc Network is a collection of mobile nodes or a temporary network set up by wireless mobile nodes moving arbitrary in the places that have no network infrastructure in such a manner that the interconnections between nodes are capable of changing on continual basis. Thus the nodes find a path to the destination node using routing protocols. However, due to security vulnerabilities of the routing protocols, wireless ad-hoc networks are unprotected to attacks of the malicious nodes. Various attacks and one of those attacks is the Black Hole Attack against network integrity absorbing all data packets in the network. Since the data packets do not reach the destination node on account of this attack, data loss will occur. Therefore, it is a severe attack that can be easily employed against routing in mobile ad hoc networks. There are lots of detection and defense mechanisms to eliminate the intruder that carry out the black hole attack. . Virtual Infrastructure achieves reliable transmission in Mobile Ad Hoc Network. Black Hole Attack is the major problem to affect the Virtual Infrastructure. In this paper, approach on analyzing and improving the security of AODV, which is one of the popular routing protocols for MANET. Our aim is to ensuring the avoidance against Black hole attack.
1- Mobile ad hoc networks are formed dynamically by an
autonomous system of mobile nodes that are connected
via wireless links.
2- Multihop communication- node communicate with the
help of two or more node from source to destination.
3- No existing fixed infrastructure or centralized administration –No base station.
4- Mobile nodes are free to move randomly-Network topology changes frequently
5- May Operate as standalone fashion or also can be connected to the larger internet.
6- Each node work as router
Primary Goals of Security in MANET
To assure a reliable data transfer over the communication networks and to protect the system resources a number of security services are classified in five categories:-
1-Authentication:- The process of identifying an individual , usually based on a username and password.
2- Confidentially:- Confidentiality aims at protecting the data from disclosure to unauthorized person.
Network attacks against confidentiality
* Packet capturing
Password attack
Port scanning
Dumpster Diving
Wiretapping
Phishing and Pharming
2-Non repudiation:- Integrity guarantees that a message being transferred is never corrupted.
3- Integrity:- Integrity guarantees that a message being transferred is never corrupted.
network attack against integrity
Salami attack
trust relationship attacks
Man in the middle attack
Session hijacking attacks
4- Availability:- Its ensure that data ,network resources or network services are available to legitimate user when required.
network attack against availability
Denial of services attacks
Distributed denial of services attack
SYN flood attacks and ICMP flood attacks
Electrical power attacks
Server Room environment attacks
Key management
The security in networking is in many cases dependent on proper key management.
Key management consists of various services, of which each is vital for the security
of the networking systems
* Trust model:-Its must determine how much different element in the network can trust each other.
* Cryptosystem:- Public and symmetric key mechanism can be applied .
* Key creation:- It must determine which parties are allowed to generate key to themselves.
* Key storage :- In adhoc network any network element may have to store its own key and possibly key of other element as well.
* Key distribution:- The key management service must ensure that the generated keys are securely distributed to their owners.
NetSim Webinar on Network Attacks and DetectionDESHPANDE M
Webinar Contents:
Why use a Network Simulator
Introduction to NetSim
Introduction to Sinkhole Attack : Attack scenario in MANET using NetSim
Intrusion Detection System: Detection mechanism in MANET using NetSim
Analyzing Metrics
Areas of R & D in MANET
Q & A
Black Hole Attack:
A malicious node advertises the wrong paths as good paths to the source node during the pathfinding process.
When the source selects the path including the attacker node, the traffic starts passing through the adversary node and this node starts dropping the packets selectively or in whole.
Black hole region is the entry point to a large number of harmful attacks.
SHARED INFORMATION BASED SECURITY SOLUTION FOR MOBILE AD HOC NETWORKSijwmn
The mobile ad hoc networks get subjected to security threats like other wireless networks. But due to their
peer to peer approach and absence of infrastructural resources the mobile ad hoc networks can not use
strong cryptographic mechanisms as used by their other wireless counterparts. This led to the
development of trust based methods as security solutions wherein a trusted node is relaxed from security
checks when the trust value reaches to a particular limit. The trust methods are prone to security risks but
have found their acceptance due to efficiency over computationally expensive and time consuming
cryptographic methods. The major problem with the trust methods is the period during which trust is
growing and is yet to reach the requisite threshold. This paper proposes security mechanism dependent
upon Random Electronic Code Book (RECB) combined with permutation functions. The proposed
mechanism has low time complexity, is easier to implement, computationally inexpensive and has very
high brute force search value. It can be used as the temporary security guard during the trust growth
phase. The impetus behind the proposed design is the reliance upon shared information between the peers
in the ad hoc networks.
This presentation covers Security Issues in Mobile Adhoc Network in brief, highlighting various attacks such as Sleep Deprivation, Wormhole, Blackhole and Eavesdropping in particulars.
Data Transfer Security solution for Wireless Sensor NetworkEditor IJCATR
WSN is a wide growth area for specific resource limited application. Factor associated with technology like, the encryption
security, operating speed and power consumption for network. Here, we introduce a mechanism for secure transferring of data is WSN
and various security related issues. This energy-efficient encryption is a secure communication framework in which an algorithm is
used to encode the sensed data using like, RC5, AES and CAST Algorithm. The proposed scheme is most suitable for wireless sensor
networks that incorporate data centric routing protocols. An algorithm in sensor network is help to designers predict security
performance under a set of constraints for WSNs. This symmetric key function is used to guarantee secure communications between
in-network nodes and reliable operation cost. RC5 is good on the code point of view, but the key schedule consumes more resource
time for efficient security aspects.
Various OSI Layer Attacks and Countermeasure to Enhance the Performance of WS...IDES Editor
Wireless sensor networks are networks having non
wired infrastructure and dynamic topology. In OSI model each
layer is prone to various attacks, which halts the performance
of a network .In this paper several attacks on four layers of
OSI model are discussed and security mechanism is described
to prevent attack in network layer i.e wormhole attack. In
Wormhole attack two or more malicious nodes makes a covert
channel which attracts the traffic towards itself by depicting a
low latency link and then start dropping and replaying packets
in the multi-path route. This paper proposes promiscuous mode
method to detect and isolate the malicious node during
wormhole attack by using Ad-hoc on demand distance vector
routing protocol (AODV) with omnidirectional antenna. The
methodology implemented notifies that the nodes which are
not participating in multi-path routing generates an alarm
message during delay and then detects and isolate the
malicious node from network. We also notice that not only
the same kind of attacks but also the same kind of
countermeasures can appear in multiple layer. For example,
misbehavior detection techniques can be applied to almost all
the layers we discussed.
Malicious attack detection and prevention in ad hoc network based on real tim...eSAT Publishing House
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology.
this ppt is useful for both b.e/b.tech students as well as for mca students. in this ppt u will find different types of security issues in manet and their countermeasures.
Genetic Algorithm based Layered Detection and Defense of HTTP BotnetIDES Editor
A System state in HTTP botnet uses HTTP protocol
for the creation of chain of Botnets thereby compromising
other systems. By using HTTP protocol and port number 80,
attacks can not only be hidden but also pass through the
firewall without being detected. The DPR based detection
leads to better analysis of botnet attacks [3]. However, it
provides only probabilistic detection of the attacker and also
time consuming and error prone. This paper proposes a Genetic
algorithm based layered approach for detecting as well as
preventing botnet attacks. The paper reviews p2p firewall
implementation which forms the basis of filtering.
Performance evaluation is done based on precision, F-value
and probability. Layered approach reduces the computation
and overall time requirement [7]. Genetic algorithm promises
a low false positive rate.
SECURE ADHOC ROUTING PROTOCOL FOR PRIVACY RESERVATIONEditor IJMTER
Privacy preserving routing is crucial for some Ad hoc networks that require
stronger privacy protection. A number of schemes have been proposed to protect privacy in
Ad hoc networks. However, none of these schemes offer unobservability property since data
packets and control packets are still linkable and distinguishable in these schemes. In this
paper, we define stronger privacy requirements regarding privacy preserving routing in
mobile ad hoc networks. Then we propose an Unobservable Secure Routing scheme (USOR)
to offer complete unlinkability and content unobservability for all types of packets. USOR is
efficient as it uses a novel combination of group signature and ID-based encryption for route
discovery. Security analysis demonstrates that USOR can well protect user privacy against
both inside and outside attackers. We implement USOR on Network Security (NS2), and
evaluate its performance by comparing with Ad Hoc On demand Distance Vector Routing
(AODV) and MASK. The simulation results show that USOR not only has satisfactory
performance compared to AODV, but also achieves stronger privacy protection than existing
schemes like Mask.
SECURED GREEDY PERIMETER STATELESS ROUTING FOR WIRELESS SENSOR NETWORKS ijasuc
Wireless sensor networks are collections of large number of sensor nodes. The sensor nodes are featured
with limited energy, computation and transmission power. Each node in the network coordinates with
every other node in forwarding their packets to reach the destination. Since these nodes operate in a
physically insecure environment; they are vulnerable to different types of attacks such as selective
forwarding and sinkhole. These attacks can inject malicious packets by compromising the node.
Geographical routing protocols of wireless sensor networks have been developed without considering the
security aspects against these attacks. In this paper, a secure routing protocol named secured greedy
perimeter stateless routing protocol (S-GPSR) is proposed for mobile sensor networks by incorporating
trust based mechanism in the existing greedy perimeter stateless routing protocol (GPSR). Simulation
results prove that S-GPSR outperforms the GPSR by reducing the overhead and improving the delivery
ratio of the networks.
SHARED INFORMATION BASED SECURITY SOLUTION FOR MOBILE AD HOC NETWORKSijwmn
The mobile ad hoc networks get subjected to security threats like other wireless networks. But due to their
peer to peer approach and absence of infrastructural resources the mobile ad hoc networks can not use
strong cryptographic mechanisms as used by their other wireless counterparts. This led to the
development of trust based methods as security solutions wherein a trusted node is relaxed from security
checks when the trust value reaches to a particular limit. The trust methods are prone to security risks but
have found their acceptance due to efficiency over computationally expensive and time consuming
cryptographic methods. The major problem with the trust methods is the period during which trust is
growing and is yet to reach the requisite threshold. This paper proposes security mechanism dependent
upon Random Electronic Code Book (RECB) combined with permutation functions. The proposed
mechanism has low time complexity, is easier to implement, computationally inexpensive and has very
high brute force search value. It can be used as the temporary security guard during the trust growth
phase. The impetus behind the proposed design is the reliance upon shared information between the peers
in the ad hoc networks.
This presentation covers Security Issues in Mobile Adhoc Network in brief, highlighting various attacks such as Sleep Deprivation, Wormhole, Blackhole and Eavesdropping in particulars.
Data Transfer Security solution for Wireless Sensor NetworkEditor IJCATR
WSN is a wide growth area for specific resource limited application. Factor associated with technology like, the encryption
security, operating speed and power consumption for network. Here, we introduce a mechanism for secure transferring of data is WSN
and various security related issues. This energy-efficient encryption is a secure communication framework in which an algorithm is
used to encode the sensed data using like, RC5, AES and CAST Algorithm. The proposed scheme is most suitable for wireless sensor
networks that incorporate data centric routing protocols. An algorithm in sensor network is help to designers predict security
performance under a set of constraints for WSNs. This symmetric key function is used to guarantee secure communications between
in-network nodes and reliable operation cost. RC5 is good on the code point of view, but the key schedule consumes more resource
time for efficient security aspects.
Various OSI Layer Attacks and Countermeasure to Enhance the Performance of WS...IDES Editor
Wireless sensor networks are networks having non
wired infrastructure and dynamic topology. In OSI model each
layer is prone to various attacks, which halts the performance
of a network .In this paper several attacks on four layers of
OSI model are discussed and security mechanism is described
to prevent attack in network layer i.e wormhole attack. In
Wormhole attack two or more malicious nodes makes a covert
channel which attracts the traffic towards itself by depicting a
low latency link and then start dropping and replaying packets
in the multi-path route. This paper proposes promiscuous mode
method to detect and isolate the malicious node during
wormhole attack by using Ad-hoc on demand distance vector
routing protocol (AODV) with omnidirectional antenna. The
methodology implemented notifies that the nodes which are
not participating in multi-path routing generates an alarm
message during delay and then detects and isolate the
malicious node from network. We also notice that not only
the same kind of attacks but also the same kind of
countermeasures can appear in multiple layer. For example,
misbehavior detection techniques can be applied to almost all
the layers we discussed.
Malicious attack detection and prevention in ad hoc network based on real tim...eSAT Publishing House
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology.
this ppt is useful for both b.e/b.tech students as well as for mca students. in this ppt u will find different types of security issues in manet and their countermeasures.
Genetic Algorithm based Layered Detection and Defense of HTTP BotnetIDES Editor
A System state in HTTP botnet uses HTTP protocol
for the creation of chain of Botnets thereby compromising
other systems. By using HTTP protocol and port number 80,
attacks can not only be hidden but also pass through the
firewall without being detected. The DPR based detection
leads to better analysis of botnet attacks [3]. However, it
provides only probabilistic detection of the attacker and also
time consuming and error prone. This paper proposes a Genetic
algorithm based layered approach for detecting as well as
preventing botnet attacks. The paper reviews p2p firewall
implementation which forms the basis of filtering.
Performance evaluation is done based on precision, F-value
and probability. Layered approach reduces the computation
and overall time requirement [7]. Genetic algorithm promises
a low false positive rate.
SECURE ADHOC ROUTING PROTOCOL FOR PRIVACY RESERVATIONEditor IJMTER
Privacy preserving routing is crucial for some Ad hoc networks that require
stronger privacy protection. A number of schemes have been proposed to protect privacy in
Ad hoc networks. However, none of these schemes offer unobservability property since data
packets and control packets are still linkable and distinguishable in these schemes. In this
paper, we define stronger privacy requirements regarding privacy preserving routing in
mobile ad hoc networks. Then we propose an Unobservable Secure Routing scheme (USOR)
to offer complete unlinkability and content unobservability for all types of packets. USOR is
efficient as it uses a novel combination of group signature and ID-based encryption for route
discovery. Security analysis demonstrates that USOR can well protect user privacy against
both inside and outside attackers. We implement USOR on Network Security (NS2), and
evaluate its performance by comparing with Ad Hoc On demand Distance Vector Routing
(AODV) and MASK. The simulation results show that USOR not only has satisfactory
performance compared to AODV, but also achieves stronger privacy protection than existing
schemes like Mask.
SECURED GREEDY PERIMETER STATELESS ROUTING FOR WIRELESS SENSOR NETWORKS ijasuc
Wireless sensor networks are collections of large number of sensor nodes. The sensor nodes are featured
with limited energy, computation and transmission power. Each node in the network coordinates with
every other node in forwarding their packets to reach the destination. Since these nodes operate in a
physically insecure environment; they are vulnerable to different types of attacks such as selective
forwarding and sinkhole. These attacks can inject malicious packets by compromising the node.
Geographical routing protocols of wireless sensor networks have been developed without considering the
security aspects against these attacks. In this paper, a secure routing protocol named secured greedy
perimeter stateless routing protocol (S-GPSR) is proposed for mobile sensor networks by incorporating
trust based mechanism in the existing greedy perimeter stateless routing protocol (GPSR). Simulation
results prove that S-GPSR outperforms the GPSR by reducing the overhead and improving the delivery
ratio of the networks.
Even in difficult places to reach, the new networking technique allows the easy deployment of sensor networks although these wireless sensor networks confront a lot of constraints. The major constraint is related to the quality of information sent by the network. The wireless sensor networks use different methods to achieve data to the base station. Data aggregation is an important one, used by these wireless sensor networks. But this aggregated data can be subject to several types of attacks and provides security is necessary to resist against malicious attacks, secure communication between severely resource constrained sensor nodes while maintaining the flexibility of the topology changes. Recently, several secure data aggregation schemes have been proposed for wireless sensor networks, it provides better security compared with traditional aggregation. In this paper, we try to focus on giving a brief statement of the various approaches used for the purpose of secure data aggregation in wireless sensor networks.
A key management approach for wireless sensor networksZac Darcy
In this paper we presenta key management approach for wireless sensor networks. This approach
facilitating an efficient scalable post-distribution key establishment that provides different security services.
We have developed and tested this approach under TinyOs. Result shows that this approach provides
acceptable resistance against node capture attacks and replay attacks. The provision of security services is
completely transparent to the user of the WSNs. Furthermore, being highly scalable and lightweight, this
approach is appropriate to be used in a wireless sensor network of hundreds of nodes.
Mobile ad-hoc network is a relatively new innovation in the field of wireless technology. These types of networks operate in the absence of fixed infrastructure, which makes them easy to deploy at any place and at any time. Mobile ad-hoc networks are highly dynamic; topology changes and link breakage happen quite frequently. Therefore, we need a security solution, which is dynamic, too. Security in Mobile Ad hoc Networks (MANETs) is an important issue in need of a solution that not only works well with a small network, but also sustains efficiency and scalability. In ad hoc environment, much of the research has been done focusing on the efficiency of the network. Therefore, there are a number of routing protocols that provide good efficiency. Considering security has radically changed the situation, for all of the existing routing protocols are designed with an assumption that the participating players and the network environment do not harm the security. It highly contradicts with the reality. Most of the secure routing protocols have the various disadvantages. In this paper a trusted solution is provided for routing in ad hoc network. The routing protocol is modified by relating the security components. Finally, the simulation results of insecure AODV are studied using simulator.
2.espk external agent authentication and session key establishment using publ...EditorJST
Wireless sensor networks (WSNs) have recently attracted a lot of interest in the research community due their wide range of applications. Due to distributed and deployed in a un attend environment, these are vulnerable to numerous security threats. In this paper, describe the design and implementation of public-key-(PK)-based protocols that allow authentication and session key establishment between a sensor network and a third party. WSN have limitations on computational capacity, battery etc which provides scope for challenging problems. We fundamentally focused on the security issue of WSNs The proposed protocol is efficient and secure in compared to other public key based protocols in WSNs.
Security in Wireless Sensor Networks Using BroadcastingIJMER
Wireless sensor networks as one of the growing technology in the coming decades has posed various unique challenges to researchers. A WSN typically consists of several base stations and thousands of sensor nodes, which are resource limited devices with low processing, energy, and storage capabilities.While the set of challenges in sensor networks are diverse, we focus on security of Wireless Sensor Network in this paper. As today’s world is growing more towards the Wireless technology, our aim must be towards providing the best security features to Wireless Sensor Network( WSN).We propose some of the security requirements for Wireless Sensor Network. Further, security being vital to the acceptance and use of sensor networks for many applications. We propose an efficient broadcast authentication scheme for wireless sensor networks in this paper.
A Key Management Approach For Wireless Sensor NetworksZac Darcy
In this paper we presenta key management approach for wireless sensor networks. This approach
facilitating an efficient scalable post-distribution key establishment that provides different security services.
We have developed and tested this approach under TinyOs. Result shows that this approach provides
acceptable resistance against node capture attacks and replay attacks. The provision of security services is
completely transparent to the user of the WSNs. Furthermore, being highly scalable and lightweight, this
approach is appropriate to be used in a wireless sensor network of hundreds of nodes.
A Key Management Approach For Wireless Sensor NetworksZac Darcy
In this paper we presenta key management approach for wireless sensor networks. This approach
facilitating an efficient scalable post-distribution key establishment that provides different security services.
We have developed and tested this approach under TinyOs. Result shows that this approach provides
acceptable resistance against node capture attacks and replay attacks. The provision of security services is
completely transparent to the user of the WSNs. Furthermore, being highly scalable and lightweight, this
approach is appropriate to be used in a wireless sensor network of hundreds of nodes.
International Journal of Engineering Research and Development (IJERD)IJERD Editor
journal publishing, how to publish research paper, Call For research paper, international journal, publishing a paper, IJERD, journal of science and technology, how to get a research paper published, publishing a paper, publishing of journal, publishing of research paper, reserach and review articles, IJERD Journal, How to publish your research paper, publish research paper, open access engineering journal, Engineering journal, Mathemetics journal, Physics journal, Chemistry journal, Computer Engineering, Computer Science journal, how to submit your paper, peer reviw journal, indexed journal, reserach and review articles, engineering journal, www.ijerd.com, research journals,
yahoo journals, bing journals, International Journal of Engineering Research and Development, google journals, hard copy of journal
A Review of Network Layer Attacks and Countermeasures in WSNiosrjce
IOSR Journal of Electronics and Communication Engineering(IOSR-JECE) is a double blind peer reviewed International Journal that provides rapid publication (within a month) of articles in all areas of electronics and communication engineering and its applications. The journal welcomes publications of high quality papers on theoretical developments and practical applications in electronics and communication engineering. Original research papers, state-of-the-art reviews, and high quality technical notes are invited for publications.
Design and Implementation of TARF: A Trust-Aware Routing Framework for WSNsijsrd.com
The multi-hop routing in wireless sensor networks (WSNs) offers little protection against identity deception through replaying routing information. An adversary can exploit this defect to launch various harmful or even devastating attacks against the routing protocols, including sinkhole attacks, wormhole attacks and Sybil attacks. The situation is further aggravated by mobile and harsh network conditions. Traditional cryptographic techniques or efforts at developing trust-aware routing protocols do not effectively address this severe problem. To secure the WSNs against adversaries misdirecting the multi-hop routing, we have designed and implemented TARF, a robust trust-aware routing framework for dynamic WSNs. Without tight time synchronization or known geographic information, TARF provides trustworthy and energy-efficient route. Most importantly, TARF proves effective against those harmful attacks developed out of identity deception; the resilience of TARF is verified through extensive evaluation with both simulation and empirical experiments on large-scale WSNs under various scenarios including mobile and RF-shielding network conditions. Further, we have implemented a low-overhead TARF module in Tiny OS; as demonstrated, this implementation can be incorporated into existing routing protocols with the least effort. Based on TARF, we also demonstrated a proof-of-concept mobile target detection application that functions well against an anti-detection mechanism.
International Journal of Engineering Research and Applications (IJERA) is an open access online peer reviewed international journal that publishes research and review articles in the fields of Computer Science, Neural Networks, Electrical Engineering, Software Engineering, Information Technology, Mechanical Engineering, Chemical Engineering, Plastic Engineering, Food Technology, Textile Engineering, Nano Technology & science, Power Electronics, Electronics & Communication Engineering, Computational mathematics, Image processing, Civil Engineering, Structural Engineering, Environmental Engineering, VLSI Testing & Low Power VLSI Design etc.
A SURVEY ON WIRELESS SENSOR NETWORKS SECURITY WITH THE INTEGRATION OF CLUSTER...cscpconf
Keying technique in Wireless Sensor Networks(WSNs) is one of the most emerging fields ofWSN security. In order to provide security on WSN, the role of Key distribution technique is
considered to be very significant and thus the key management plays a crucial and fundamentalroles in the security service of WSNs. This paper reviews pairwise key establishment techniquealong with the architecture and the environment of WSN. The cluster based group key
agreement protocols for infrastructure base WSN are discussed in this paper. This paper also
reviews how the security can be provided to WSNs with the integration of clustering and keying
techniques. The survey also provides a more detailed discussion on the comparison between different cluster based group key agreement protocols.
Similar to A Survey on Secure Hierarchical LEACH Protocol over Wireless Sensor Network (20)
A Novel Method for Prevention of Bandwidth Distributed Denial of Service AttacksIJERD Editor
Distributed Denial of Service (DDoS) Attacks became a massive threat to the Internet. Traditional
Architecture of internet is vulnerable to the attacks like DDoS. Attacker primarily acquire his army of Zombies,
then that army will be instructed by the Attacker that when to start an attack and on whom the attack should be
done. In this paper, different techniques which are used to perform DDoS Attacks, Tools that were used to
perform Attacks and Countermeasures in order to detect the attackers and eliminate the Bandwidth Distributed
Denial of Service attacks (B-DDoS) are reviewed. DDoS Attacks were done by using various Flooding
techniques which are used in DDoS attack.
The main purpose of this paper is to design an architecture which can reduce the Bandwidth
Distributed Denial of service Attack and make the victim site or server available for the normal users by
eliminating the zombie machines. Our Primary focus of this paper is to dispute how normal machines are
turning into zombies (Bots), how attack is been initiated, DDoS attack procedure and how an organization can
save their server from being a DDoS victim. In order to present this we implemented a simulated environment
with Cisco switches, Routers, Firewall, some virtual machines and some Attack tools to display a real DDoS
attack. By using Time scheduling, Resource Limiting, System log, Access Control List and some Modular
policy Framework we stopped the attack and identified the Attacker (Bot) machines
Hearing loss is one of the most common human impairments. It is estimated that by year 2015 more
than 700 million people will suffer mild deafness. Most can be helped by hearing aid devices depending on the
severity of their hearing loss. This paper describes the implementation and characterization details of a dual
channel transmitter front end (TFE) for digital hearing aid (DHA) applications that use novel micro
electromechanical- systems (MEMS) audio transducers and ultra-low power-scalable analog-to-digital
converters (ADCs), which enable a very-low form factor, energy-efficient implementation for next-generation
DHA. The contribution of the design is the implementation of the dual channel MEMS microphones and powerscalable
ADC system.
Influence of tensile behaviour of slab on the structural Behaviour of shear c...IJERD Editor
-A composite beam is composed of a steel beam and a slab connected by means of shear connectors
like studs installed on the top flange of the steel beam to form a structure behaving monolithically. This study
analyzes the effects of the tensile behavior of the slab on the structural behavior of the shear connection like slip
stiffness and maximum shear force in composite beams subjected to hogging moment. The results show that the
shear studs located in the crack-concentration zones due to large hogging moments sustain significantly smaller
shear force and slip stiffness than the other zones. Moreover, the reduction of the slip stiffness in the shear
connection appears also to be closely related to the change in the tensile strain of rebar according to the increase
of the load. Further experimental and analytical studies shall be conducted considering variables such as the
reinforcement ratio and the arrangement of shear connectors to achieve efficient design of the shear connection
in composite beams subjected to hogging moment.
Gold prospecting using Remote Sensing ‘A case study of Sudan’IJERD Editor
Gold has been extracted from northeast Africa for more than 5000 years, and this may be the first
place where the metal was extracted. The Arabian-Nubian Shield (ANS) is an exposure of Precambrian
crystalline rocks on the flanks of the Red Sea. The crystalline rocks are mostly Neoproterozoic in age. ANS
includes the nations of Israel, Jordan. Egypt, Saudi Arabia, Sudan, Eritrea, Ethiopia, Yemen, and Somalia.
Arabian Nubian Shield Consists of juvenile continental crest that formed between 900 550 Ma, when intra
oceanic arc welded together along ophiolite decorated arc. Primary Au mineralization probably developed in
association with the growth of intra oceanic arc and evolution of back arc. Multiple episodes of deformation
have obscured the primary metallogenic setting, but at least some of the deposits preserve evidence that they
originate as sea floor massive sulphide deposits.
The Red Sea Hills Region is a vast span of rugged, harsh and inhospitable sector of the Earth with
inimical moon-like terrain, nevertheless since ancient times it is famed to be an abode of gold and was a major
source of wealth for the Pharaohs of ancient Egypt. The Pharaohs old workings have been periodically
rediscovered through time. Recent endeavours by the Geological Research Authority of Sudan led to the
discovery of a score of occurrences with gold and massive sulphide mineralizations. In the nineties of the
previous century the Geological Research Authority of Sudan (GRAS) in cooperation with BRGM utilized
satellite data of Landsat TM using spectral ratio technique to map possible mineralized zones in the Red Sea
Hills of Sudan. The outcome of the study mapped a gossan type gold mineralization. Band ratio technique was
applied to Arbaat area and a signature of alteration zone was detected. The alteration zones are commonly
associated with mineralization. The alteration zones are commonly associated with mineralization. A filed check
confirmed the existence of stock work of gold bearing quartz in the alteration zone. Another type of gold
mineralization that was discovered using remote sensing is the gold associated with metachert in the Atmur
Desert.
Reducing Corrosion Rate by Welding DesignIJERD Editor
The paper addresses the importance of welding design to prevent corrosion at steel. Welding is
used to join pipe, profiles at bridges, spindle, and a lot more part of engineering construction. The
problems happened associated with welding are common issues in these fields, especially corrosion.
Corrosion can be reduced with many methods, they are painting, controlling humidity, and also good
welding design. In the research, it can be found that reducing residual stress on the welding can be
solved in corrosion rate reduction problem.
Preheating on 500oC and 600oC give better condition to reduce corosion rate than condition after
preheating 400oC. For all welding groove type, material with 500oC and 600oC preheating after 14 days
corrosion test is 0,5%-0,69% lost. Material with 400oC preheating after 14 days corrosion test is 0,57%-0,76%
lost.
Welding groove also influence corrosion rate. X and V type welding groove give better condition to reduce
corrosion rate than use 1/2V and 1/2 X welding groove. After 14 days corrosion test, the samples with
X welding groove type is 0,5%-0,57% lost. The samples with V welding groove after 14 days corrosion test is
0,51%-0,59% lost. The samples with 1/2V and 1/2X welding groove after 14 days corrosion test is 0,58%-
0,71% lost.
Router 1X3 – RTL Design and VerificationIJERD Editor
Routing is the process of moving a packet of data from source to destination and enables messages
to pass from one computer to another and eventually reach the target machine. A router is a networking device
that forwards data packets between computer networks. It is connected to two or more data lines from different
networks (as opposed to a network switch, which connects data lines from one single network). This paper,
mainly emphasizes upon the study of router device, it‟s top level architecture, and how various sub-modules of
router i.e. Register, FIFO, FSM and Synchronizer are synthesized, and simulated and finally connected to its top
module.
Active Power Exchange in Distributed Power-Flow Controller (DPFC) At Third Ha...IJERD Editor
This paper presents a component within the flexible ac-transmission system (FACTS) family, called
distributed power-flow controller (DPFC). The DPFC is derived from the unified power-flow controller (UPFC)
with an eliminated common dc link. The DPFC has the same control capabilities as the UPFC, which comprise
the adjustment of the line impedance, the transmission angle, and the bus voltage. The active power exchange
between the shunt and series converters, which is through the common dc link in the UPFC, is now through the
transmission lines at the third-harmonic frequency. DPFC multiple small-size single-phase converters which
reduces the cost of equipment, no voltage isolation between phases, increases redundancy and there by
reliability increases. The principle and analysis of the DPFC are presented in this paper and the corresponding
simulation results that are carried out on a scaled prototype are also shown.
Mitigation of Voltage Sag/Swell with Fuzzy Control Reduced Rating DVRIJERD Editor
Power quality has been an issue that is becoming increasingly pivotal in industrial electricity
consumers point of view in recent times. Modern industries employ Sensitive power electronic equipments,
control devices and non-linear loads as part of automated processes to increase energy efficiency and
productivity. Voltage disturbances are the most common power quality problem due to this the use of a large
numbers of sophisticated and sensitive electronic equipment in industrial systems is increased. This paper
discusses the design and simulation of dynamic voltage restorer for improvement of power quality and
reduce the harmonics distortion of sensitive loads. Power quality problem is occurring at non-standard
voltage, current and frequency. Electronic devices are very sensitive loads. In power system voltage sag,
swell, flicker and harmonics are some of the problem to the sensitive load. The compensation capability
of a DVR depends primarily on the maximum voltage injection ability and the amount of stored
energy available within the restorer. This device is connected in series with the distribution feeder at
medium voltage. A fuzzy logic control is used to produce the gate pulses for control circuit of DVR and the
circuit is simulated by using MATLAB/SIMULINK software.
Study on the Fused Deposition Modelling In Additive ManufacturingIJERD Editor
Additive manufacturing process, also popularly known as 3-D printing, is a process where a product
is created in a succession of layers. It is based on a novel materials incremental manufacturing philosophy.
Unlike conventional manufacturing processes where material is removed from a given work price to derive the
final shape of a product, 3-D printing develops the product from scratch thus obviating the necessity to cut away
materials. This prevents wastage of raw materials. Commonly used raw materials for the process are ABS
plastic, PLA and nylon. Recently the use of gold, bronze and wood has also been implemented. The complexity
factor of this process is 0% as in any object of any shape and size can be manufactured.
Spyware triggering system by particular string valueIJERD Editor
This computer programme can be used for good and bad purpose in hacking or in any general
purpose. We can say it is next step for hacking techniques such as keylogger and spyware. Once in this system if
user or hacker store particular string as a input after that software continually compare typing activity of user
with that stored string and if it is match then launch spyware programme.
A Blind Steganalysis on JPEG Gray Level Image Based on Statistical Features a...IJERD Editor
This paper presents a blind steganalysis technique to effectively attack the JPEG steganographic
schemes i.e. Jsteg, F5, Outguess and DWT Based. The proposed method exploits the correlations between
block-DCTcoefficients from intra-block and inter-block relation and the statistical moments of characteristic
functions of the test image is selected as features. The features are extracted from the BDCT JPEG 2-array.
Support Vector Machine with cross-validation is implemented for the classification.The proposed scheme gives
improved outcome in attacking.
Secure Image Transmission for Cloud Storage System Using Hybrid SchemeIJERD Editor
- Data over the cloud is transferred or transmitted between servers and users. Privacy of that
data is very important as it belongs to personal information. If data get hacked by the hacker, can be
used to defame a person’s social data. Sometimes delay are held during data transmission. i.e. Mobile
communication, bandwidth is low. Hence compression algorithms are proposed for fast and efficient
transmission, encryption is used for security purposes and blurring is used by providing additional
layers of security. These algorithms are hybridized for having a robust and efficient security and
transmission over cloud storage system.
Application of Buckley-Leverett Equation in Modeling the Radius of Invasion i...IJERD Editor
A thorough review of existing literature indicates that the Buckley-Leverett equation only analyzes
waterflood practices directly without any adjustments on real reservoir scenarios. By doing so, quite a number
of errors are introduced into these analyses. Also, for most waterflood scenarios, a radial investigation is more
appropriate than a simplified linear system. This study investigates the adoption of the Buckley-Leverett
equation to estimate the radius invasion of the displacing fluid during waterflooding. The model is also adopted
for a Microbial flood and a comparative analysis is conducted for both waterflooding and microbial flooding.
Results shown from the analysis doesn’t only records a success in determining the radial distance of the leading
edge of water during the flooding process, but also gives a clearer understanding of the applicability of
microbes to enhance oil production through in-situ production of bio-products like bio surfactans, biogenic
gases, bio acids etc.
Gesture Gaming on the World Wide Web Using an Ordinary Web CameraIJERD Editor
- Gesture gaming is a method by which users having a laptop/pc/x-box play games using natural or
bodily gestures. This paper presents a way of playing free flash games on the internet using an ordinary webcam
with the help of open source technologies. Emphasis in human activity recognition is given on the pose
estimation and the consistency in the pose of the player. These are estimated with the help of an ordinary web
camera having different resolutions from VGA to 20mps. Our work involved giving a 10 second documentary to
the user on how to play a particular game using gestures and what are the various kinds of gestures that can be
performed in front of the system. The initial inputs of the RGB values for the gesture component is obtained by
instructing the user to place his component in a red box in about 10 seconds after the short documentary before
the game is finished. Later the system opens the concerned game on the internet on popular flash game sites like
miniclip, games arcade, GameStop etc and loads the game clicking at various places and brings the state to a
place where the user is to perform only gestures to start playing the game. At any point of time the user can call
off the game by hitting the esc key and the program will release all of the controls and return to the desktop. It
was noted that the results obtained using an ordinary webcam matched that of the Kinect and the users could
relive the gaming experience of the free flash games on the net. Therefore effective in game advertising could
also be achieved thus resulting in a disruptive growth to the advertising firms.
Hardware Analysis of Resonant Frequency Converter Using Isolated Circuits And...IJERD Editor
-LLC resonant frequency converter is basically a combo of series as well as parallel resonant ckt. For
LCC resonant converter it is associated with a disadvantage that, though it has two resonant frequencies, the
lower resonant frequency is in ZCS region[5]. For this application, we are not able to design the converter
working at this resonant frequency. LLC resonant converter existed for a very long time but because of
unknown characteristic of this converter it was used as a series resonant converter with basically a passive
(resistive) load. . Here, it was designed to operate in switching frequency higher than resonant frequency of the
series resonant tank of Lr and Cr converter acts very similar to Series Resonant Converter. The benefit of LLC
resonant converter is narrow switching frequency range with light load[6] . Basically, the control ckt plays a
very imp. role and hence 555 Timer used here provides a perfect square wave as the control ckt provides no
slew rate which makes the square wave really strong and impenetrable. The dead band circuit provides the
exclusive dead band in micro seconds so as to avoid the simultaneous firing of two pairs of IGBT’s where one
pair switches off and the other on for a slightest period of time. Hence, the isolator ckt here is associated with
each and every ckt used because it acts as a driver and an isolation to each of the IGBT is provided with one
exclusive transformer supply[3]. The IGBT’s are fired using the appropriate signal using the previous boards
and hence at last a high frequency rectifier ckt with a filtering capacitor is used to get an exact dc
waveform .The basic goal of this particular analysis is to observe the wave forms and characteristics of
converters with differently positioned passive elements in the form of tank circuits.
Simulated Analysis of Resonant Frequency Converter Using Different Tank Circu...IJERD Editor
LLC resonant frequency converter is basically a combo of series as well as parallel resonant ckt. For
LCC resonant converter it is associated with a disadvantage that, though it has two resonant frequencies, the
lower resonant frequency is in ZCS region [5]. For this application, we are not able to design the converter
working at this resonant frequency. LLC resonant converter existed for a very long time but because of
unknown characteristic of this converter it was used as a series resonant converter with basically a passive
(resistive) load. . Here, it was designed to operate in switching frequency higher than resonant frequency of the
series resonant tank of Lr and Cr converter acts very similar to Series Resonant Converter. The benefit of LLC
resonant converter is narrow switching frequency range with light load[6] . Basically, the control ckt plays a
very imp. role and hence 555 Timer used here provides a perfect square wave as the control ckt provides no
slew rate which makes the square wave really strong and impenetrable. The dead band circuit provides the
exclusive dead band in micro seconds so as to avoid the simultaneous firing of two pairs of IGBT’s where one
pair switches off and the other on for a slightest period of time. Hence, the isolator ckt here is associated with
each and every ckt used because it acts as a driver and an isolation to each of the IGBT is provided with one
exclusive transformer supply[3]. The IGBT’s are fired using the appropriate signal using the previous boards
and hence at last a high frequency rectifier ckt with a filtering capacitor is used to get an exact dc
waveform .The basic goal of this particular analysis is to observe the wave forms and characteristics of
converters with differently positioned passive elements in the form of tank circuits. The supported simulation
is done through PSIM 6.0 software tool
Amateurs Radio operator, also known as HAM communicates with other HAMs through Radio
waves. Wireless communication in which Moon is used as natural satellite is called Moon-bounce or EME
(Earth -Moon-Earth) technique. Long distance communication (DXing) using Very High Frequency (VHF)
operated amateur HAM radio was difficult. Even with the modest setup having good transceiver, power
amplifier and high gain antenna with high directivity, VHF DXing is possible. Generally 2X11 YAGI antenna
along with rotor to set horizontal and vertical angle is used. Moon tracking software gives exact location,
visibility of Moon at both the stations and other vital data to acquire real time position of moon.
“MS-Extractor: An Innovative Approach to Extract Microsatellites on „Y‟ Chrom...IJERD Editor
Simple Sequence Repeats (SSR), also known as Microsatellites, have been extensively used as
molecular markers due to their abundance and high degree of polymorphism. The nucleotide sequences of
polymorphic forms of the same gene should be 99.9% identical. So, Microsatellites extraction from the Gene is
crucial. However, Microsatellites repeat count is compared, if they differ largely, he has some disorder. The Y
chromosome likely contains 50 to 60 genes that provide instructions for making proteins. Because only males
have the Y chromosome, the genes on this chromosome tend to be involved in male sex determination and
development. Several Microsatellite Extractors exist and they fail to extract microsatellites on large data sets of
giga bytes and tera bytes in size. The proposed tool “MS-Extractor: An Innovative Approach to extract
Microsatellites on „Y‟ Chromosome” can extract both Perfect as well as Imperfect Microsatellites from large
data sets of human genome „Y‟. The proposed system uses string matching with sliding window approach to
locate Microsatellites and extracts them.
Importance of Measurements in Smart GridIJERD Editor
- The need to get reliable supply, independence from fossil fuels, and capability to provide clean
energy at a fixed and lower cost, the existing power grid structure is transforming into Smart Grid. The
development of a smart energy distribution grid is a current goal of many nations. A Smart Grid should have
new capabilities such as self-healing, high reliability, energy management, and real-time pricing. This new era
of smart future grid will lead to major changes in existing technologies at generation, transmission and
distribution levels. The incorporation of renewable energy resources and distribution generators in the existing
grid will increase the complexity, optimization problems and instability of the system. This will lead to a
paradigm shift in the instrumentation and control requirements for Smart Grids for high quality, stable and
reliable electricity supply of power. The monitoring of the grid system state and stability relies on the
availability of reliable measurement of data. In this paper the measurement areas that highlight new
measurement challenges, development of the Smart Meters and the critical parameters of electric energy to be
monitored for improving the reliability of power systems has been discussed.
Study of Macro level Properties of SCC using GGBS and Lime stone powderIJERD Editor
One of the major environmental concerns is the disposal of the waste materials and utilization of
industrial by products. Lime stone quarries will produce millions of tons waste dust powder every year. Having
considerable high degree of fineness in comparision to cement this material may be utilized as a partial
replacement to cement. For this purpose an experiment is conducted to investigate the possibility of using lime
stone powder in the production of SCC with combined use GGBS and how it affects the fresh and mechanical
properties of SCC. First SCC is made by replacing cement with GGBS in percentages like 10, 20, 30, 40, 50 and
by taking the optimum mix with GGBS lime stone powder is blended to mix in percentages like 5, 10, 15, 20 as
a partial replacement to cement. Test results shows that the SCC mix with combination of 30% GGBS and 15%
limestone powder gives maximum compressive strength and fresh properties are also in the limits prescribed by
the EFNARC.
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
Connector Corner: Automate dynamic content and events by pushing a buttonDianaGray10
Here is something new! In our next Connector Corner webinar, we will demonstrate how you can use a single workflow to:
Create a campaign using Mailchimp with merge tags/fields
Send an interactive Slack channel message (using buttons)
Have the message received by managers and peers along with a test email for review
But there’s more:
In a second workflow supporting the same use case, you’ll see:
Your campaign sent to target colleagues for approval
If the “Approve” button is clicked, a Jira/Zendesk ticket is created for the marketing design team
But—if the “Reject” button is pushed, colleagues will be alerted via Slack message
Join us to learn more about this new, human-in-the-loop capability, brought to you by Integration Service connectors.
And...
Speakers:
Akshay Agnihotri, Product Manager
Charlie Greenberg, Host
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
JMeter webinar - integration with InfluxDB and GrafanaRTTS
Watch this recorded webinar about real-time monitoring of application performance. See how to integrate Apache JMeter, the open-source leader in performance testing, with InfluxDB, the open-source time-series database, and Grafana, the open-source analytics and visualization application.
In this webinar, we will review the benefits of leveraging InfluxDB and Grafana when executing load tests and demonstrate how these tools are used to visualize performance metrics.
Length: 30 minutes
Session Overview
-------------------------------------------
During this webinar, we will cover the following topics while demonstrating the integrations of JMeter, InfluxDB and Grafana:
- What out-of-the-box solutions are available for real-time monitoring JMeter tests?
- What are the benefits of integrating InfluxDB and Grafana into the load testing stack?
- Which features are provided by Grafana?
- Demonstration of InfluxDB and Grafana using a practice web application
To view the webinar recording, go to:
https://www.rttsweb.com/jmeter-integration-webinar
The Art of the Pitch: WordPress Relationships and SalesLaura Byrne
Clients don’t know what they don’t know. What web solutions are right for them? How does WordPress come into the picture? How do you make sure you understand scope and timeline? What do you do if sometime changes?
All these questions and more will be explored as we talk about matching clients’ needs with what your agency offers without pulling teeth or pulling your hair out. Practical tips, and strategies for successful relationship building that leads to closing the deal.
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
Generating a custom Ruby SDK for your web service or Rails API using Smithyg2nightmarescribd
Have you ever wanted a Ruby client API to communicate with your web service? Smithy is a protocol-agnostic language for defining services and SDKs. Smithy Ruby is an implementation of Smithy that generates a Ruby SDK using a Smithy model. In this talk, we will explore Smithy and Smithy Ruby to learn how to generate custom feature-rich SDKs that can communicate with any web service, such as a Rails JSON API.
Key Trends Shaping the Future of Infrastructure.pdfCheryl Hung
Keynote at DIGIT West Expo, Glasgow on 29 May 2024.
Cheryl Hung, ochery.com
Sr Director, Infrastructure Ecosystem, Arm.
The key trends across hardware, cloud and open-source; exploring how these areas are likely to mature and develop over the short and long-term, and then considering how organisations can position themselves to adapt and thrive.
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Albert Hoitingh
In this session I delve into the encryption technology used in Microsoft 365 and Microsoft Purview. Including the concepts of Customer Key and Double Key Encryption.
A Survey on Secure Hierarchical LEACH Protocol over Wireless Sensor Network
1. International Journal of Engineering Research and Development
e-ISSN: 2278-067X, p-ISSN: 2278-800X, www.ijerd.com
Volume 10, Issue 12 (December 2014), PP.36-41
36
A Survey on Secure Hierarchical LEACH Protocol over Wireless
Sensor Network
Hemali M. Bhalodiya1
, Sunera Kargathara2
, Mohit Meghani3
Abstract:- Wireless Sensor Network contain number of nodes. Lifetime of Sensor nodes depend on their battery
power, which cannot be reenergize. Thus, to save the node energy & lifetime of the Network energy efficient
LEACH protocol is introduced. Wireless sensor networks are facing many experiments such as the partial source
in processing power, storage and energy. The inadequate energy source is one of the main tasks facing the security
in such networks. LEACH doesn’t shield the safety harms. So we want to improve security scenario of Secure
LEACH protocol. Hierarchical or cluster base routing protocol for WSNs is the most energy-efficient among other
routing protocols. This paper shows different security mechanism used in LEACH protocol. This all protocol is
based on Hierarchical routing protocol. This paper shows basic scenario of security in LEACH.
Keywords:- Wireless Sensor Network, LEACH, attacks, sensor security, cryptography
I. INTRODUCTION
Like living people, a variety of modern plans and tools depend on the sensory facts from the real world
nearby it. These sensory facts approaches is provided by Wireless Sensor Networks (WSN), which contains a
number of tiny sensor nodes to display physical or environmental conditions, such as temperature, vibration,
pressure, sound or motion, and then jointly send these data to a crucial computing system, called the base station
or sink. Wireless sensor networks being a setup less wireless network where nodes are self-determining and self-
organizing. The main feature of using wireless sensors is because they have motivating faces such as low-power
consumption and low cost. [3]
Many uses of wireless sensor networks are planned to observe a change of environments and gather facts.
The data is proposed in altered definitions based on their future use. However, promising data privacy, validity,
accessibility, and reliability must be maintained. Security is one of the main interesting facets in wireless networks
because it has outcome on the sensors resource due to the very partial resources in the wireless sensors. Due to
wireless sensor boundaries it is tough to employ predictable security procedures on wireless sensors networks. In
WSN, there are many usages that need a high security level. For example, military and health care submissions.
Such submissions need supreme security.
However, a growth in security munches more resources. When more resources are disbursed it can
harmfully effect the duration of the network. Wireless sensors should have the supreme security with nominal
power consumption to comfort secure wireless communication. In literature survey many protocols are
introduced. LEACH (Low Energy Adaptive Clustering Hierarchy) is an energy efficient protocol.
II. LEACH
LEACH is the main network protocol that procedures cluster hierarchy routing mechanism for wireless
sensor networks to enlarge the lifecycle of network. All the nodes are in LEACH form themselves as a local
cluster. Among all this node one node act as a cluster-head. This all the non-cluster-head nodes transmit their data
to cluster-head node then cluster-head node receive data from all non-cluster-head nodes then perform signal
processing functions (e.g. Data aggregation) on data and then transmit it on to the remote base station. Hence,
actuality a cluster -head node has plentiful energy-intensive than being non-cluster-head nodes. So, accordingly
when a cluster-head node expires all the non-cluster nodes that fit to the cluster loss their communication capacity.
The procedure of LEACH is separated into two rounds namely set-up phase and steady-state phase. Each round
starts with a set -up phase. In which the clusters are prearranged, followed by a steady-state phase where some
frames of data are moved from the non-cluster-head nodes to the cluster -head and then cluster-head to the remote
base station. Fig. 1 shows a basic architecture of LEACH protocol. [3]
2. A Survey on Secure Hierarchical LEACH Protocol over Wireless Sensor Network
37
This Fig. shows basic architecture of LEACH. LEACH is mainly depend on three parameters namely
Network Life time, System Throughput, Total Energy Consumption etc. Only LEACH does not give any measure
security. Only LEACH does not give accurate result also. So we introduced Secure LEACH mechanism in this
paper. In this paper, we afford different security methods to LEACH protocol after signifying the source and
limitation of nodes. We also introduced different Security Mechanisms also to detect and prevent different attacks
in protocol. This is very important in LEACH protocol. [3]
Similarly, we change the security methods to protect wireless sensors and the communications from
possible attacks without negotiating the network performance. For example, securing LEACH protocol against
denial of service attacks while keeping up its performance. Moreover, the protocol declares that only the
authenticated nodes are certified to join and conversed in the network. At the further point, we moderate the
overhead cost from the security measures applied to escape negotiating the network performance.
II. SECURITY GOALS IN WSN
In a real world, we guarantee the security aim if every suitable node collects all the messages proposed to
it. In the attendance of resourceful adverse, security aims agreement the confidentiality, integrity, authenticity,
availability and freshness of data. Mainly, security contracts with providing the following facility in the network:
Data Confidentiality: This things confirms that sensed and transferred data is never exposed to
unofficial nodes. Data secrecy can be accomplished in hop by-hop or end to-end basis. While interconnecting the
data in the network, no other can understood except proposed recipient. There is a one standard method to keep
the delicate data secret is to use the cryptography technique, therefore we can achieve the confidentiality. [4]
Data Integrity: Confirms that the content of a message has not been changed, either intended to harm or
by accident, during transmission procedure Data should reach to the proposed receiver without any change in the
data. Data depletion or damage can even happen due to the communication environment. Reliability of the data
can be preserve by the techniques like message digest and MAC. [4]
Authentication: Permits the receiver to confirm that messages are sent by the usable sensor nodes
Authentication is essential for sustaining the network, synchronizing with the sensor node and sending or
receiving the information. Authenticity can be sustained by the cryptography mechanism like MAC. [4]
Availability: Availability confirms that the facilities of a network should be presented always even in
presence of an inner or exterior attacks such as a denial of service attack (DoS). Different mechanisms have been
planned by the researches to accomplish this goal. [4]
Freshness: Freshness implies that receiver receives the latest and new data and confirms that no
adversary can rerun the old data. This necessity is specifically important when the WSN nodes use shared keys for
message communication, where a probable adversary can introduce a rerun attack using the old key as the new
key is being refreshed and broadcasted to all the nodes in the WSN. [4]
3. A Survey on Secure Hierarchical LEACH Protocol over Wireless Sensor Network
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III. ATTACKS ON ROUTING LEACH PROTOCOL
Many wireless sensor network routing protocols were very simple and easy and not established as
security in mind at that level, so the adversary can present different attacks in the wireless network. Mostly
network layer protocol (i.e. LEACH routing protocol) suffers from many different attacks like; spoofing or
altering the route information, selective forwarding, sinkhole attack, wormhole attack, Sybil attack, HELLO flood
attack etc.
4.1Spoofing, Altering or replaying the route Information:
An opponent can promote or change the routing information corruption by spoofing, moving or replying
the routing information. By this an opponent also can invites or redirects the traffic or information, increases the
latency, generate different routing loops or generates false message or error etc. [6]
4.2 Selective forwarding attack:
In the selective forwarding attack, malicious node simply refuse to take a new packet and then this node
drop it simply. If an opponent node drops the whole received packet, it performs like a black hole attack. An
opponent clearly includes on the path of data flow to accomplish selective forwarding. [6]
4.3 Sinkhole and Wormhole attack:
Mostly both sinkhole and wormhole attacks are the same. There is a little bit difference between them.
Mostly, in this two attacks; the opponent tries to attract or invite all the traffic from a specific area through a
negotiated node. Sinkhole attack mostly performs by making a negotiated node look like an attractive to the
neighbor or other nodes to route the data packet and generally it will spoof, modify or drop the packet. So from
this way, sinkhole attack provide birth too many attacks like; selective forwarding, tempering the routing
information etc.
An opponent promote wormhole attack with two different distant malicious nodes and try to attract or
invite the traffic by displaying one hop distance to the sink or base station. From this two attacks, Wormhole
attack is very tough to discover because it uses out-of-bound channel to route packets in whole network. [6]
4.4 Sybil attack:
In this Sybil attack, a single node represent or shows a multiple identities to the other different nodes in
the network. This node tries to mislead the node in neighbor recognition, route information and topology
maintenance. This Sybil attack is generally a significant risk to many geographic and multipath routing protocols
in wireless sensor network. [6]
4.5 HELLO flood attack:
In this HELLO flood attack, an opponent retransfer overhead packet with sufficient power to be received
by each node in the wireless sensor network. The other protocols which generally use the local topology or
method like neighbor information for route formation and topology maintenance get affected by this HELLO
flood attack.
This all type of attacks are generally introduce in wireless sensor network. We have to solve this problem
by using security mechanism in a network. [6]
IV. RELATED WORK
Now a day, Security problems in WSNs are facing many challenging particularly the matter of network
availability in wireless field. Securing wireless sensor networks has been very active research in today’s era. It
became more necessary to provide solution for outsider attacks which are related to Data Confidentiality, Data
Integrity, Authenticity, Availability, and Freshness.
In [1] this paper, Alshowkan, Elleithy, Al Hassan, proposed new Secure LEACH protocol named as LS-
LEACH. In this paper they provide security measures to LEACH protocol after including the source and
limitation of nodes. They provide two encryption key for security. They include Group Key between Cluster Head
and Local Cluster nodes and Private Key between Cluster Head and Base Station. They also provide securing
4. A Survey on Secure Hierarchical LEACH Protocol over Wireless Sensor Network
39
LEACH protocol against denial of services while maintaining its high performance. They also include that only
the authenticated nodes are allowed to join and communicated in the network. At last they concluded that LS-
LEACH protocol is better than other protocol in terms of system throughput, network life time and the total
energy consumption. This LS-LEACH protocol provided a secure authentication protocol for the network.
This paper [2] provides description of LEACH and how LEACH can be compromised by Black hole and
Gray Hole attacker. In Black Hole attack the attacker node tries to collect most of the data of the network then
drops it. In this Black Hole attack attacker is having higher initial energy so it will become CH in the first round
and even in later rounds, so it becomes CH in all the rounds. Then, these attackers do not forward this information
to the base station. In Gray Hole attack, attacker simply drops packets coming from local cluster nodes in the
wireless network while forwarding all the packets for different nodes. Sometimes node may be look like a
malicious node then it became normal node again. This paper concluded that both the attack results in major
packet drop. These papers also include that effect of this type of attack increases with increases in network size.
The malicious node can affect the information of more nodes. This paper also included that the effect of Gray
Hole attacker is less compared to Black Hole attacker. These papers just give a comparison of Gray Hole attack
and Black Hole attack.
This is the modified version of SLEACH. This paper [5] proposes MS-LEACH to improve the security
of SLEACH by providing data confidentiality and node to CH authentication using Pairwise keys shared between
CHs and their cluster members of that group. MS-LEACH offers Pairwise key with no communication overhead
in accumulation to the two Symmetric keys used in S-LEACH. A Pairwise key is used for communication
between node and CH. In this counter value is added in every round for data encryption. This protocol deals with
the orphan node. This is the only limitation of this protocol.
Di Wu, Gang Hu, Gang Ni [8] presented a new secure hierarchical protocol called SS-LEACH, which is
the new secure version of LEACH. SS-LEACH is basically depends on Cluster-Head. SS-LEACH develops the
method of selecting cluster heads and forms dynamic stochastic multi-paths cluster heads chains to communicate
to the remote base station. In this way SS-LEACH improves the energy-efficiency and therefore it can prolong the
lifetime of the network. It used the key pre-distribution mechanism and self-localization technique to secure data
in the basic LEACH protocol. It also help to stop compromised node to take part in the network and preserve the
privacy of the packet. It also avoids several attacks like selective forwarding, HELLO flood attack and Sybil
attack.
In this paper, they introduced new secure protocol named as RLEACH [9] which is secure version of
LEACH. In RLEACH, Cluster-Head are formed dynamically and periodically. In RLEACH the orphan node
problem is increased which is one type of attacker. Due to this random pair-wise key scheme so they have
introduced improved random pair-wise key scheme to overcome this problem. RLEACH has been used the one
way hash chain. RLEACH also used symmetric and asymmetric cryptography technique to provide security in the
LEACH Hierarchical routing protocol. RLEACH fights too many attacks like spoofing, altering and replaying
information, sinkhole, wormhole, selective forwarding, HELLO flood attack and Sybil attack.
L. B. Oliveria [11] proposed SecLEACH, a protocol which is used for securing node to node
communication in LEACH based network. It used random key pre-distribution mechanism with symmetric key
cryptography to develop security in LEACH protocol. This SecLEACH provides Data integrity, Data
Authentication, Confidentiality and Freshness to node to node communication. This SecLEACH is vulnerable to
node capturing attack. This paper concludes that SecLEACH bootstraps its security from random key
predistribution mechanism and it gives performance analysis and gives security scenario. This SecLEACH also
shows that the overhead incurred by SecLEACH is manageable.
This protocol is the first modified secure version of LEACH protocol called SLEACH [12], which is
used for examine the problem of adding new security parameter to cluster-based communication LEACH protocol
for wireless sensor networks which is consisting of sensor nodes with severely limited resources. SLEACH used
three method for security in LEACH. So it provides security in LEACH by using the building block of SPINS
(Security Protocol for Sensor Network), symmetric-key methods
5. A Survey on Secure Hierarchical LEACH Protocol over Wireless Sensor Network
40
and MAC (Message Authentication Code). SLEACH protects against many attack like selective forwarding,
sinkhole and HELLO flood attacks. It also stops attacker to send fake sensor data to the CH and then CH to
forward that fake message to Base Station. But there is one limitation of SLEACH that it cannot stop to crowd the
time slot schedule of a cluster. So SLEACH is causing DoS attack or simply dropping the throughput of the CH
and SLEACH does not sure about data confidentiality. The solution for this is meant to protect only outsider
attack. This is the first mechanism for securing data in LEACH protocol.
V. CONCLUSION
Routing protocol affects the performance of the network in the terms of energy efficiency, security,
resiliency and lifetime. So that secure, robust and efficient routing protocol is the basic requirement of this
LEACH protocol. In this paper, we have studied and analyzed a number of secure and energy efficient
hierarchical routing protocol used in WSNs. In this all protocol, LS-LEACH is higher secure rather than other
secure protocol. It is also energy efficient than other protocols. But there is one limitation of this protocol. It use
Symmetric key and Asymmetric key both for data encryption. So key management issues are there. So that energy
consumption is more compare to use only symmetric key.
ACKNOWLEDGEMENT
I would like to extend my sincere thanks to supervisor Asst. Prof. Sunera Kargathara, Department of
Electronics and Communication Engineering for her constant support and guidance throughout the research work.
As my supervisor she has constantly encouraged me to keep focused on achieving my goal. I am thankful to her to
give me her valuable time and sharing her idea and thought about this research area. I also give thanks to co-guide
Asst. Prof. Mohit Meghani to give me his constant valuable time.
REFERENCES
[1]. Muneer Alshowkan, Khaled Elleithy, Hussain AlHassan, “LS-LEACH: A New Secure and Energy
Efficient Routing Protocol for Wireless Sensor Networks”, in Distributed Simulation and Real Time
Application, pages 215-220, IEEE International Symposium, 2013.
[2]. Meenakshi Tripathi, M.S.Gaur, V.Laxmi, “Comparing the Impact of Black Hole and Gray Hole Attack
on LEACH in WSN”, in 8th
International Symposium on Intelligent System Techniques for Ad Hoc and
WSN, pages 1101-1107, 2013.
[3]. Meena Malik, Dr. Yudhvir Singh, Anshu Arora, “Analysis of LEACH protocol in Wireless Sensor
Networks”, in international journal of Advanced Research in computer science and Software
Engineering, Volume 3, Issue 2, pages 178-183, 2013.
[4]. Mohammad Masdari, Sadegh Mohammadzadeh Bazarchi, Moazam Bidaki, “Analysis of Secure
LEACH-Based Clustering Protocols in Wireless Sensor Networks”, in journal of network and computer
application, Elsevier, pages 1243-1260, 2013.
[5]. Mona El_Saadawy, Eman Shaaban, “Enhancing S-LEACH Security for Wireless Sensor Networks”, in
Electro/Information Technology (EIT), IEEE conference, pages 1-6, 2012.
[6]. Suraj Sharma, Sanjay Kumar Jena, “A Survey on Secure Hierarchical Routing Protocols in Wireless
Sensor Networks”, in International Conference on Computer and Computational Sciences, pages 146-
151, 2011.
[7]. J. J. Lotf, M. Hosseinzadeh, and R. M. Albuliev, “Hierarchical routing in wireless sensor networks: a
survey”, In 2nd International Conference on Computer Engineering and Technology, pages 650–654,
April 2010.
[8]. Di Wu, Gang Hu, Gang Ni, “Research and Improve on Secure Routing protocols in Wireless Sensor
Networks”, in 4th
IEEE International Conference on circuits and systems for communications, pages 853-
856, 2008.
[9]. Kun Zhang, Cong Wang, Cuirong Wang, “A Secure Routing Protocol for Cluster-Based Wireless Sensor
Networks Using Group Key Management”, in 4th
IEEE international conference on Wireless
Communications, pages 1-5, 2008.
[10]. R. Srinath, A. V. Reddy, and R. Srinivasan, “Ac: Cluster based secure routing protocol for wsn”, In Proc.
of the Third International Conference on Networking and Services, page 45, 2007. IEEE Computer
Society.
[11]. L. B. Oliveira, H. C. Wong, M. Bern, R. Dahab, and A. A. F. Loureiro, “SecLEACH - A random key
distribution solution for securing clustered sensor networks”, In 5th
IEEE International Symposium on
6. A Survey on Secure Hierarchical LEACH Protocol over Wireless Sensor Network
41
Network Computing and Applications, pages 145–154, 2006.
[12]. A.C. Ferreira, M. A. Vilaça, L. B. Oliveira, E. Habib, H. C. Wong, and A. A. Loureiro, “On the security
of cluster-based communication protocols for wireless sensor networks”, In 4th IEEE International
Conference on Networking, pages 449– 458, 2005.
[13]. J. N. Al-karaki, A. E. Kamal, “Routing techniques in wireless sensor networks: A survey”, IEEE
Wireless Communications, 2004.
[14]. Chris Karlof, David Wagner, “Secure routing in wireless sensor networks: attacks and countermeasures”,
Ad-hoc networks, Elsevier, 2003.
[15]. W. R. Heinzelman, A. Chandrakasan, and H. Balakrishnan, “Energy-efficient communication protocol
for wireless microsensor networks” In Proc. Of the 33rd Hawaii International Conference on System
Sciences (HICSS ’00), page 8020, 2000.