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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 04 Issue: 11 | Nov -2017 www.irjet.net p-ISSN: 2395-0072
© 2017, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1508
A SURVEY ON BLACK HOLE & GRAY HOLE ATTACKS
DETECTION SCHEME FOR VEHICULAR AD-HOC NETWORK
Arpita Rathod1, Prof. Shreya Patel2
1Student, Dept. Of Computer Engineering, Grow More Faculty of Engineering Himatnagar, Gujarat, India
2Asst. Professor, Dept. of Computer Engineering, Grow More Faculty of Engineering Himatnagar, Gujarat, India
---------------------------------------------------------------------***---------------------------------------------------------------------
Abstract - Vehicular Ad Hoc Network(VANET) is a
technology which accommodate the vehicle to interconnect
with each other through a wireless network. So that it can
track and locate other vehicles to provide roadsafety. Security
is a major issue in V ANET as it can be life threatening. VANET
is a subclass of ad hoc network and it is almost same as Mobile
Ad Hoc Networks (MANET) but in V ANET nodes are vehicles.
It is a challenging topic because of frequent link disruptions
caused by vehicle mobility. The black hole attack is a form of a
denial of service attack that makes a gap for data traffic in a
VANET. A Gray hole is a technique in which the spiteful node
just drops the packet from some specific node in the network
and forwards all other packets to its destination. This paper
discusses some of the techniques putforwardedbyresearchers
to detect Black hole and gray hole attack in VANET .
Key Words: VANET, Security Attacks, Black hole
attack, Grey hole attack, Omnet++.
1.INTRODUCTION
A wireless ad hoc network (WANET) or MANET is a
decentralized type of wireless network. The network is ad
hoc because it does not rely on a pre-existing infrastructure,
such as routers in wired networks or access points in
managed (infrastructure) wireless networks. Instead, each
node participates in routing by forwarding data for other
nodes, so the determination of which nodes forward data is
made dynamically on the basis of network connectivity and
the routing algorithm in use[8] .
Fig -1: wireless ad-hoc network[9]
Vehicular Ad Hoc Network(VANET) is a technology
which accommodate the vehicle to interconnect with each
other through a wireless network. Vehicular ad hoc
networks (VANETs) are createdbyapplyingtheprinciplesof
mobile ad hoc networks(MANETs) thespontaneouscreation
of a wireless network for data exchange to the domain of
vehicles. It was shown that vehicle-to-vehicleandvehicle-to-
roadside communications architectures will co-exist in
VANETs to provide road safety, navigation, and other
roadside services[1]. VANETs are a key part of the intelligent
transportation systems (ITS) framework.
Fig -2: ITS framework[7]
2. Attacks of VANET
There are various types of attacks that can affect the entire
system or can mortify the execution of system. These attacks
can be marked into subsequent types:
 Impersonation Attack
 Denial of Service Attack
 Routing Attacks
I. Worm Hole Attack
II. Black Hole Attack
III. Gray Hole Attack
2.1. Impersonation Attack :
Each vehicle has a unique identifier in VANET and it is used
to verify the message whenever an accident happens by
sending wrong messagestoothervehicles.Fig3explainsthis
scenario in which vehicle A involves in the accident at
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 04 Issue: 11 | Nov -2017 www.irjet.net p-ISSN: 2395-0072
© 2017, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1509
location Z. When police identify the driver as it is associated
with driver’s identity, attacker changes his/her identity and
simply refuses it.
Fig -3: Impersonation Attack
2.2 Denial of Service Attack :
Dos attacks are most famous attacks in this list. in thisattack
attacker check the authorised user to use the service from
the suffered node . In this, attackers may transfer dummy
messages to jam the channel and thus, diminish the
effectiveness and completion of the network. In this figure a
malicious black car forges a great number of fake identities
and transfer the dummy messages “lane close ahead” to a
authorised car behind it and even to an RSU to generate a
illusion in the network.
Fig -4: Denial Of Service Attack
2.3 Routing attack:
Routing attacks are those attacks which utilize the risk of
network layer routing protocols. In this type of attack the
attacker either releases the packet or disorders the routing
process of the network.
Following are the most common routing attacks in the
VANET:
2.3.1 Worm Hole attack:
It is provocation to observe and stop this attack .in this
attack, an competitor receives packets at one point and
tunnels them to another point in the network ,and then
repeat them into the network from that point. This tunnel
between two competitors are called wormhole . It can be
created through a single long-range wireless link[2].
Fig -5: Worm Hole Attack
2.3.2 Black Hole Attack :
In this type of attack, the attacker firstly engage the nodes to
transfer the packet throughitself.Whensomemalicioususer
enter into the network and stop onward messages to next
nodes by releases messages are calledasblack node[3]. When
some malicious user enter into the network and stop
forwarding messages to next nodes by dropping messages
are called as black node.
Fig -6: Black Hole Attack
2.3.3 Gray Hole attack:
This attack occurs if some node dropping50%ofthepackets
and rest 50% is sending by altering the message. In this way
wrong information is broadcast.A Gray hole is a technique in
which the spiteful node just drops the packet from some
specific node in the network and forwards all other packets
to its destination. This is the addition of black hole attack[3].
In this type of attack the malicious node behaves like a black
node but it releases the packets selectively .
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 04 Issue: 11 | Nov -2017 www.irjet.net p-ISSN: 2395-0072
© 2017, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1510
Fig -7: Gray Hole Attack
3. OVERVIEW OF ATTACKERS IN VANET[6] :
1. Passive Attackers
2. Active Attackers
3. Insider Attackers
4. Outsider Attackers
5. Malicious Attackers
6. Rational Attackers
7. Local Attackers
1. Passive Attackers: As the name suggests these attackers
do not participate in the communication process but only
surveillance the wireless channel to bring out information
and pass them on to other attackers that is they have an
indirect involvement in the attack.
2. Active Attackers: Active attackers have a direct
involvement in the attack. These kinds of attackers either
generate a wrong set of information or do not forward the
correct information received that is the message is
misinformed.
3. Insider Attackers: Suchattackersarethelegitimateusers
having complete knowledge of the configuration and usage
of the network which provides them an easier access to
creating problems as compared to other attack.
4. Outsider Attackers: As comparedtotheinsiderattackers
these create fewer problems. Such intruders are the
legitimate users and create problems by misusing the
protocols of the network and thusattackersinsuchcasesare
limited.
5. Malicious Attackers: The objective of suchattackersisto
disturb the effective working of the network without
drawing any personal benefits from it, but harming the
network members and its function. Such attackers cause a
severe damage to the network and are thus considered as
the most hazardous.
6. Rational Attackers: Being more predictable, such
attackers seek to draw out personal benefitsfromtheattack.
7. Local Attackers: Attackers are limited to a specified area
and thus attack with a limited scope. But this may involve
the main area of the road thus causing a severe damage in
the network.
4. COMPARISON BETWEEN BLACK HOLE ATTACK
AND GRAY HOLE ATTACK :
Now we present the results of the analysis in which
we exclusively compare the impact ofBlack Holeattack with
Gray Hole attack on AODV with different network size.
As shown in the following Fig. 8 thepacketdelivery
ratios of nodes in the presence of these two attacks are
greatly affected. But if we compare the impact of Black Hole
attack with Gray Hole attack, then the packet delivery
fraction decreases more than that of Gray Hole attacks[5].
Fig. 8. Comparision graph
So, obviously Black Holes and Gray Holes effects network
and leads to poor packet delivery in the network.
Gray Holes attacks in AODV caused too much packet drops.
But if we compare the impact of Black Hole attack with Gray
Hole attack, then the black Hole caused much packet drops
than the Gray Hole attack.
5. CONCLUSIONS
Users require safety on road in future vehicular network
and it could be possible by implementing VANET
applications. Vehicular applications must be secured; if
attackers change the content of safety applications then
users are directly affected. Attackers change their attacking
behavior and they launch different attacks at different time.
It is difficult to control attackers but in future work we will
develop such system to identify attacks in network with
respect to some specific class of attack. Implementation
could be easy of this future human life saving network if we
control attackers and their attacks.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 04 Issue: 11 | Nov -2017 www.irjet.net p-ISSN: 2395-0072
© 2017, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1511
REFERENCES
[1] Hanin Almutairi, Samia Chelloug, HananAlqarni,Raghda
Aljaber, Alyah Alshehri, Dima Alotaish, “A New Black
Hole Detection Scheme for Vanets”, ACM, 2014.
[2] Rashmi Mishra ,Akhilesh Singh, Rakesh Kumar , VANET
Security: Issues, Challenges and Solutions ,IEEE,2016.
[3] Yogita Avinash Chaudhari, “A Probabilistic Black hole &
gray hole attacks Detection Scheme towards Efficient
Trust Establishment in Delay-tolerant Networks-
Review,” International Journal ofInnovativeResearchin
Computer and Communication Engineering., 2017.
[4] Swati Verma,Bhawna Mallick,PoonamVerma , Impactof
Gray Hole Attack in V ANET ,IEEE, 2015.
[5] Usha and Bose , Comparing The Impact Of Black Hole
And Gray Hole Attacks In Mobile Adhoc Networks ,
Journal of Computer Science 2012, 8 (11), 1788-1802
ISSN 1549-3636 © 2012 Science Publications .
[6] Dilendra Shukla ,AkashVaibhav, Sanjoy Das, Prashant
Johri, Security and attack analysis for Vehicular Ad hoc
Network- A Survey ,International Conference on
Computing, Communication and Automation,2016
[7] Manjyot Saini,Harjit Singh,”VANET, its Characteristics,
Attacks and Routing Techniques: A Survey”,
International Journal of Science and Research
(IJSR),2015.
[8] https://en.wikipedia.org/wiki/Wireless_ad_hoc_networ
k
https://www.google.co.in/search?q=difference+between+
wanet+and+vanet&dcr=0&source=lnms&tbm=isch&sa=X
&ved=0ahUKEwimmqnfuc3XAhVFL48KHRTKCiUQ_AUICig
B&biw=1252&bih=604#imgrc=bxsiTol1I8Hm4M

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A Survey on Black Hole & Gray Hole Attacks Detection Scheme for Vehicular Ad-Hoc Network

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 04 Issue: 11 | Nov -2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1508 A SURVEY ON BLACK HOLE & GRAY HOLE ATTACKS DETECTION SCHEME FOR VEHICULAR AD-HOC NETWORK Arpita Rathod1, Prof. Shreya Patel2 1Student, Dept. Of Computer Engineering, Grow More Faculty of Engineering Himatnagar, Gujarat, India 2Asst. Professor, Dept. of Computer Engineering, Grow More Faculty of Engineering Himatnagar, Gujarat, India ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract - Vehicular Ad Hoc Network(VANET) is a technology which accommodate the vehicle to interconnect with each other through a wireless network. So that it can track and locate other vehicles to provide roadsafety. Security is a major issue in V ANET as it can be life threatening. VANET is a subclass of ad hoc network and it is almost same as Mobile Ad Hoc Networks (MANET) but in V ANET nodes are vehicles. It is a challenging topic because of frequent link disruptions caused by vehicle mobility. The black hole attack is a form of a denial of service attack that makes a gap for data traffic in a VANET. A Gray hole is a technique in which the spiteful node just drops the packet from some specific node in the network and forwards all other packets to its destination. This paper discusses some of the techniques putforwardedbyresearchers to detect Black hole and gray hole attack in VANET . Key Words: VANET, Security Attacks, Black hole attack, Grey hole attack, Omnet++. 1.INTRODUCTION A wireless ad hoc network (WANET) or MANET is a decentralized type of wireless network. The network is ad hoc because it does not rely on a pre-existing infrastructure, such as routers in wired networks or access points in managed (infrastructure) wireless networks. Instead, each node participates in routing by forwarding data for other nodes, so the determination of which nodes forward data is made dynamically on the basis of network connectivity and the routing algorithm in use[8] . Fig -1: wireless ad-hoc network[9] Vehicular Ad Hoc Network(VANET) is a technology which accommodate the vehicle to interconnect with each other through a wireless network. Vehicular ad hoc networks (VANETs) are createdbyapplyingtheprinciplesof mobile ad hoc networks(MANETs) thespontaneouscreation of a wireless network for data exchange to the domain of vehicles. It was shown that vehicle-to-vehicleandvehicle-to- roadside communications architectures will co-exist in VANETs to provide road safety, navigation, and other roadside services[1]. VANETs are a key part of the intelligent transportation systems (ITS) framework. Fig -2: ITS framework[7] 2. Attacks of VANET There are various types of attacks that can affect the entire system or can mortify the execution of system. These attacks can be marked into subsequent types:  Impersonation Attack  Denial of Service Attack  Routing Attacks I. Worm Hole Attack II. Black Hole Attack III. Gray Hole Attack 2.1. Impersonation Attack : Each vehicle has a unique identifier in VANET and it is used to verify the message whenever an accident happens by sending wrong messagestoothervehicles.Fig3explainsthis scenario in which vehicle A involves in the accident at
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 04 Issue: 11 | Nov -2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1509 location Z. When police identify the driver as it is associated with driver’s identity, attacker changes his/her identity and simply refuses it. Fig -3: Impersonation Attack 2.2 Denial of Service Attack : Dos attacks are most famous attacks in this list. in thisattack attacker check the authorised user to use the service from the suffered node . In this, attackers may transfer dummy messages to jam the channel and thus, diminish the effectiveness and completion of the network. In this figure a malicious black car forges a great number of fake identities and transfer the dummy messages “lane close ahead” to a authorised car behind it and even to an RSU to generate a illusion in the network. Fig -4: Denial Of Service Attack 2.3 Routing attack: Routing attacks are those attacks which utilize the risk of network layer routing protocols. In this type of attack the attacker either releases the packet or disorders the routing process of the network. Following are the most common routing attacks in the VANET: 2.3.1 Worm Hole attack: It is provocation to observe and stop this attack .in this attack, an competitor receives packets at one point and tunnels them to another point in the network ,and then repeat them into the network from that point. This tunnel between two competitors are called wormhole . It can be created through a single long-range wireless link[2]. Fig -5: Worm Hole Attack 2.3.2 Black Hole Attack : In this type of attack, the attacker firstly engage the nodes to transfer the packet throughitself.Whensomemalicioususer enter into the network and stop onward messages to next nodes by releases messages are calledasblack node[3]. When some malicious user enter into the network and stop forwarding messages to next nodes by dropping messages are called as black node. Fig -6: Black Hole Attack 2.3.3 Gray Hole attack: This attack occurs if some node dropping50%ofthepackets and rest 50% is sending by altering the message. In this way wrong information is broadcast.A Gray hole is a technique in which the spiteful node just drops the packet from some specific node in the network and forwards all other packets to its destination. This is the addition of black hole attack[3]. In this type of attack the malicious node behaves like a black node but it releases the packets selectively .
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 04 Issue: 11 | Nov -2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1510 Fig -7: Gray Hole Attack 3. OVERVIEW OF ATTACKERS IN VANET[6] : 1. Passive Attackers 2. Active Attackers 3. Insider Attackers 4. Outsider Attackers 5. Malicious Attackers 6. Rational Attackers 7. Local Attackers 1. Passive Attackers: As the name suggests these attackers do not participate in the communication process but only surveillance the wireless channel to bring out information and pass them on to other attackers that is they have an indirect involvement in the attack. 2. Active Attackers: Active attackers have a direct involvement in the attack. These kinds of attackers either generate a wrong set of information or do not forward the correct information received that is the message is misinformed. 3. Insider Attackers: Suchattackersarethelegitimateusers having complete knowledge of the configuration and usage of the network which provides them an easier access to creating problems as compared to other attack. 4. Outsider Attackers: As comparedtotheinsiderattackers these create fewer problems. Such intruders are the legitimate users and create problems by misusing the protocols of the network and thusattackersinsuchcasesare limited. 5. Malicious Attackers: The objective of suchattackersisto disturb the effective working of the network without drawing any personal benefits from it, but harming the network members and its function. Such attackers cause a severe damage to the network and are thus considered as the most hazardous. 6. Rational Attackers: Being more predictable, such attackers seek to draw out personal benefitsfromtheattack. 7. Local Attackers: Attackers are limited to a specified area and thus attack with a limited scope. But this may involve the main area of the road thus causing a severe damage in the network. 4. COMPARISON BETWEEN BLACK HOLE ATTACK AND GRAY HOLE ATTACK : Now we present the results of the analysis in which we exclusively compare the impact ofBlack Holeattack with Gray Hole attack on AODV with different network size. As shown in the following Fig. 8 thepacketdelivery ratios of nodes in the presence of these two attacks are greatly affected. But if we compare the impact of Black Hole attack with Gray Hole attack, then the packet delivery fraction decreases more than that of Gray Hole attacks[5]. Fig. 8. Comparision graph So, obviously Black Holes and Gray Holes effects network and leads to poor packet delivery in the network. Gray Holes attacks in AODV caused too much packet drops. But if we compare the impact of Black Hole attack with Gray Hole attack, then the black Hole caused much packet drops than the Gray Hole attack. 5. CONCLUSIONS Users require safety on road in future vehicular network and it could be possible by implementing VANET applications. Vehicular applications must be secured; if attackers change the content of safety applications then users are directly affected. Attackers change their attacking behavior and they launch different attacks at different time. It is difficult to control attackers but in future work we will develop such system to identify attacks in network with respect to some specific class of attack. Implementation could be easy of this future human life saving network if we control attackers and their attacks.
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 04 Issue: 11 | Nov -2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1511 REFERENCES [1] Hanin Almutairi, Samia Chelloug, HananAlqarni,Raghda Aljaber, Alyah Alshehri, Dima Alotaish, “A New Black Hole Detection Scheme for Vanets”, ACM, 2014. [2] Rashmi Mishra ,Akhilesh Singh, Rakesh Kumar , VANET Security: Issues, Challenges and Solutions ,IEEE,2016. [3] Yogita Avinash Chaudhari, “A Probabilistic Black hole & gray hole attacks Detection Scheme towards Efficient Trust Establishment in Delay-tolerant Networks- Review,” International Journal ofInnovativeResearchin Computer and Communication Engineering., 2017. [4] Swati Verma,Bhawna Mallick,PoonamVerma , Impactof Gray Hole Attack in V ANET ,IEEE, 2015. [5] Usha and Bose , Comparing The Impact Of Black Hole And Gray Hole Attacks In Mobile Adhoc Networks , Journal of Computer Science 2012, 8 (11), 1788-1802 ISSN 1549-3636 © 2012 Science Publications . [6] Dilendra Shukla ,AkashVaibhav, Sanjoy Das, Prashant Johri, Security and attack analysis for Vehicular Ad hoc Network- A Survey ,International Conference on Computing, Communication and Automation,2016 [7] Manjyot Saini,Harjit Singh,”VANET, its Characteristics, Attacks and Routing Techniques: A Survey”, International Journal of Science and Research (IJSR),2015. [8] https://en.wikipedia.org/wiki/Wireless_ad_hoc_networ k https://www.google.co.in/search?q=difference+between+ wanet+and+vanet&dcr=0&source=lnms&tbm=isch&sa=X &ved=0ahUKEwimmqnfuc3XAhVFL48KHRTKCiUQ_AUICig B&biw=1252&bih=604#imgrc=bxsiTol1I8Hm4M