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ACEEE Int. J. on Network Security, Vol. 02, No. 01, Jan 2011




    A Novel Approach for Detection of Routes with
          Misbehaving Nodes in MANETs
                         Sowmiya Hariharan1, Jothi Precia2, Suriyakala.C.D3, Prayla Shyry 4
                        (Sathyabama University, Department of Electronic Sciences, Chennai, India)
                                              sowmiyahariharan@gmail.com
                         (Sathyabama University,Department of Telecommunication, Chennai, India)
                                                   preshiya@gmail.com
                         (Sathyabama University,Department of Electronic Sciences, Chennai, India)
                                                 cdsuriyakala@yahoo.com
                          (Sathyabama University,Department of Electronic Sciences Chennai,India)
                                                 suja200165@yahoo.com)


Abstract-Network nodes in MANET’s are free to move ran-                open MANET, different mobile nodes with different goals
domly. Therefore, the network topology may change rapidly.             share their resources in order to ensure global connectivity.
Routing protocol for MANET’s are used for delivery of data
packets from source to the desired destination, Routing proto-              However, some resources are consumed quickly as the
cols are also designed based on the assumption that all the            nodes participate in the network functions. For instance,
participating nodes are fully cooperative. However, due to the         battery power is considered to be most important in a mo-
scarcely available battery based energy, node behaviours may           bile environment[1]. An individual mobile node may at-
exist. One such routing misbehaviours is that some nodes may           tempt to benefit from other nodes, but refuse to share its
be selfish by participating in route discovery and maintenance
                                                                       own resources.
process, but refuse to forward the packet in order to save its
energy. To solve this problem we propose a reputation based                 B. Selfish or Misbehaving
scheme where the watch dog uses a passive overhearing of                        An individual mobile node may attempt to benefit
nodes and assign a value to it as an appreciation or add nug-          from other nodes, but refuse to share its own resources.
gets to them. In this proposal, nodes with highest value are
                                                                       Such nodes are called selfish or misbehaving nodes and
highly recommended for data forwarding and allow nodes to
avoid the use of misbehaving nodes in future route selection.          their behaviour is termed selfishness or misbehaviour. A
AdHoc On Demand Distance vector routing protocol may be                selfish node may refuse to forward data packets for other
used to get the recommendation details of the node intended            nodes in order to conserve its own energy[3].
to forward the packet from the neighbouring nodes. This pa-
per proposes a novel method to mitigate the route with misbe-               C. WatchDog and PathRater
having nodes and also suggests a way to find if any intruder is                 The watchdog technique identifies the misbehav-
present in the cluster of participating nodes using security           ing nodes by overhearing on the wireless medium. The
aware AODV protocol.                                                   watchdog technique is based on passive overhearing. Un-
                                                                       fortunately, it can only determine whether or not the next-
Key Words-Mobile AdHoc Networks(MANET’s), Routing                      hop node sends out the data packet. The pathrater technique
Misbehaviour, Selfish nodes, AdHoc On Demand Distance
Vector Routing Protocol (AODV).
                                                                       allows nodes to avoid the use of the misbehaving nodes in
                                                                       any future route selections.

                 I.         INTRODUCTION                                    D. Security Attacks
                                                                                 The intruder attacks are minimized and removed
    A. MANETs                                                          by using Security Attack AODV. Which rechecks the pres-
                                                                       ence of the node which sends the shortest path by getting
      Mobile Ad Hoc Network (MANET) is a collection of
                                                                       the routing table details of the intermediate node present
mobile nodes (hosts) which communicate with each other
                                                                       adjacent to the node with the shortest distance. Hence the
via wireless links either directly or relying on other nodes
                                                                       intruder nodes are removed from the Infrastructure
as routers [1]. The operation of MANETs does not depend
                                                                           We have done a detailed literature survey in this above
on pre existing infrastructure or base stations .Network
                                                                       mentioned work. Based on this we have studied that several
nodes in MANETs are free to move randomly. Therefore,
                                                                       techniques have been proposed / ongoing to detect and al-
the network topology of a MANET may change rapidly
                                                                       leviate the effects of selfishness in MANET’s. In Section 2,
and unpredictably. All network activities, such as discover-
                                                                       we deal with the various schemes used to prevent selfish-
ing the topology and delivering data packets, have to be
                                                                       ness in MANETS, followed by section 3 which describes
executed by the nodes themselves, either individually or
                                                                       2ACK scheme. In Section 4, we explain the Routing Mis-
collectively. The Structure may vary from small, static to a
                                                                       behaviour Model followed by section 5 which deals with a
large, mobile network.There are two types of MANETs:
                                                                       cluster based evaluation scheme. Section 6 describes the
closed and open [2]. In A closed MANET, all mobile nodes
                                                                       novel proposal which we forward and also under research
cooperate with each other toward a common goal. In an

                                                                  32
© 2011 ACEEE
DOI: 01.IJNS.02.01.151
ACEEE Int. J. on Network Security, Vol. 02, No. 01, Jan 2011



work and last section concluded with expected result which                      In guaranteed services such as TCP, the source
we will achieve with better performance.                             node may either choose an alternate route from its route
                                                                     cache or initiate a new Route Discovery process.. Several
                II. EXISTING TECHNIQUES                              routing and forwarding attacks on DSR are under consid-
                                                                     eration [5]. We concentrate in our work, mainly the protec-
     The security problem and the misbehaviour problem of
                                                                     tion No forwarding, Unusual attraction , Route salvag-
wireless networks including MANETs have been studied                 ing,Lack of error messages,Unusually frequent route up-
by many researchers e.g. [1], [2], [3], [4].Various tech-            dates,Silent route change.
niques have been proposed to prevent selfishness in
                                                                          To overcome the adverse affect of using the DSR pro-
MANETs. These schemes can be broadly classified into                 tocol, we propose an AdHoc On Demand Distance Vector
two categories: credit-based schemes and reputation-based            Routing protocol. On Demand AODV, send the RouteRe-
schemes. The basic idea of credit-based schemes is to pro-
                                                                     quest to all the intermediate nodes present in the network
vide incentives for nodes to faithfully perform networking           and the source in effect get the RouteReply with the path to
functions. Nodes get paid for providing services to other            be traversed by the data packets to reach the destina-
nodes. When they request other nodes to help them for
                                                                     tion.This process reduces the overhead as it does not re-
packet forwarding, they use the same payment system to               quire to update the table periodically also there are few
pay for such services.                                               chances of old route or broken route being present in the
     They proposed two models: the Packet Purse Model
                                                                     routing table. The Route Request doesn’t require to travel
and the Packet Trade Model. In the Packet Purse Model,               till the destination, any intermediate node having the details
Nuggets are loaded into the packet before it is sent. The            of the shortest path till destination will send a reply to the
sender puts a certain number of nuggets on the data packet
                                                                     source sending the request.
to be sent. Each intermediate node earns nuggets in return                The control overhead of misbehaving nodes and the de-
for forwarding the packet. If the packet exhausts its nuggets        livery ratio of misbehaving nodes with comparison to
before reaching its destination, then it is dropped. In the          AODV routing protocol and DSR routing protocol are
Packet Trade Model, each intermediate node “buys” the                graphed Refer Fig.2. and Fig.3. Using CONFIDANT Pro-
packet from the previous node for some nuggets and “sells”
                                                                     tocol the Reputation System modifies the rating of the sus-
it to the next node for more nuggets. Thus, each intermedi-          pected node. Once the rating of a node becomes intolerable,
ate node earns some nuggets for providing the forwarding             control is passed to the Path Manager, which accordingly
service and the overall cost of sending the packet is borne
                                                                     controls the route cache. Warning messages are propagated
by the destination [1].                                              to other nodes in the form of an Alarm message sent out by
     The second category of techniques to combat node mis-           the Trust Manager.
behaviour in MANETs is reputation-based [2], [6]. In such
schemes, network nodes collectively detect and declare the
misbehaviour of a suspicious node. Such a declaration is
then propagated throughout the network so that the misbe-
having node will be cut off from the rest of the network.
     The watchdog detection mechanism in [2] has a very
low overhead. Unfortunately, the watchdog Technique suf-
fers from several problems such as ambiguous collisions,
receiver collisions, and limited transmission power. Noting
that a misbehaving node can either be the sender or the
receiver of the next-hop link, we focus on the problem of
detecting misbehaving links instead of misbehaving nodes.
In the next-hop link, a misbehaving sender or a misbehav-
ing receiver has a similar adverse effect on the data packet                  Fig.2. Control Overhead of Misbehaving Nodes
[1].

               III. ROUTING MISBEHAVIOUR
          We focus on the following routing misbehavior: A
selfish node does not perform the packet forwarding func-
tion for data packets unrelated to it. However, it operates
normally in the Route Discovery and the Route Mainten-
ance phases of the DSR protocol. The misbehaving nodes,
however, refuse to forward the data packets from the
source. The new Route Discovery phase will return a simi-
lar set of routes, including the misbehaving nodes. Even-                     Fig.3. Delivery Ratio of Misbehaving Nodes
tually, the source node may conclude that routes are un-
available to deliver the data packets. As a result, the net-                 The lack of energy resources may cause a selfish
work fails to provide reliable communication for the source          node to drop legitimate packets which eventually disrupt
node even though such routes are available.                          the network performance. The victim of the misbehaved
                                                                33
© 2011 ACEEE
DOI: 01.IJNS.02.01.151
ACEEE Int. J. on Network Security, Vol. 02, No. 01, Jan 2011



node will become the reporter of this deviation act by send-          based IDS. On the other hand, new unidentified threats can
ing a secret accusation to the central authority. The central         be detected A Security Aware AdHoc On Demand Dis-
authority is the centrepiece that processes the accusation            tance Vector Routing Protocol is used in order to check if
and issue a trustworthy conviction to the misbehaved                  no malicious nodes are present in the infrastructure that is
nodes,such penalization is deemed network-wide[3].                    used to reach the destination. The Intruder present in the
                                                                      cluster sends the source the shortest distance to the destina-
  IV. PROPOSAL FOR DETECTION OF ROUTES WITH MISBE-                    tion. The source with the routing table sends the request to
             HAVING NODES IN MANETS                                   the adjacent nodes present to the intermediate node which
                                                                      has the shortest distance. The neighbouring nodes check
     There are two scenarios to be dealt with. Firstly, we            the route till destination and informs if they are correct.
are mitigating the node which does selfish routing by mis-            This security framework involves:Detection of malicious
behaving while forwarding the data packets and secondly,
                                                                      nodes by the destination node, Isolation of malicious nodes
finding out if any intruder is present in the network having          by discarding the Path.Thus, the malicious node having no
routes to reach the destination and removing the intruder             route till the destination is found and removed from the
attacks.
                                                                      infrastructure.
    A.    Mitigating the Misbehaving nodes
                                                                                            VII. CONCLUSION
          Routing protocol for MANET’s are used for de-
livery of data packets form source to the desired destination,                  In this paper we propose a new technique called
Routing protocols are also designed based on the assump-              recommendation based approach for detection of routes
tion that all the participating nodes are fully cooperative.          with misbehaving nodes in MANETs. The highlights of our
However, due to the scarcely available battery based en-              new design will be as follows.(1)The misbehaving node is
ergy, node behaviour may exist. To solve this problem we              mitigated instead of the whole route since there may be
propose a reputation based scheme where the watch dog                 only one route to reach the destination and in removing the
uses a passive overhearing of nodes and assign a value to it          route would have made the destination unreachable.(2)
also uses Confidant protocol with four parameters- the                Identifies dishonest peers by constant evaluation on the
Mmonitor, the Reputation based system, the Path Manager,              node behaviour.(3) No false alarms can be raised by indi-
the Trust Manager Respectively. In this proposal, nodes               vidual nodes.(4) AODV routing protocol reduces overhead
with highest value are highly recommended for data for-               and does not require to update tables frequently.(5) Secu-
warding and allow nodes to avoid the use of misbehaving               rity Aware AODV mitigates the malicious nodes.
nodes in future route selection. An AdHoc On Demand
Distance vector routing protocol is used to get the recom-                                     REFERENCES
mendation details of the node intended to forward the
                                                                      [1] Kejun Liu, Jing Deng, Member, IEEE, Pramod K. Varshney,
packet from the neighbouring nodes, which in turn pre-                Fellow, IEEE, and Kashyap Balakrishnan, Member, IEEE, “An
serves the battery of the node to forward the packet and              Acknowledgment-Based Approach for the Detection of Routing
remain in infrastructure for a longer time without misbe-             Misbehaviour in MANETs”, IEEE Transactions on mobile com-
having.                                                               puting, Vol. 6, NO. 5, May 2007.
                                                                      [2] Dhanalakshmi, Dr.M.Rajaram ,” A Reliable and Secure
    B.     Avoiding Intruders                                         Framework for Detection and Isolation of Malicious Nodes in
          In infrastructure less network with mobile nodes,           MANET”,IJCSNS International Journal of Computer Science and
there are a number of well-known attacks. These include               Network Security, VOL.8 No.10, Oct2008
                                                                      [3] Zan Kai Chong1, Moh Lim Sim1, Hong Tat Ewe2, and Su
• Denial of Service: A network service is not available due
                                                                      Wei Tan ,” Separation of Detection Authorities (SDA) Approach
to overload or malfunction.                                           for Misbehavior Detection in Wireless Ad Hoc Network”,PIERS
• Information theft: Information is read by an unauthorized           ONLINE, VOL. 4, NO. 8, 2008.
instance.                                                             [4] S. Buchegger and J.-Y. Le Boudec, “Performance Analysis of
• Intrusion: Access to some restricted service is gained by           the CONFIDANT Protocol: Cooperation of Nodes, Fairness in
an unauthorized person.                                               Dynamic Ad-Hoc Networks,” Proc. MobiHoc, June 2002.
• Tampering: Data is modified by an unauthorized person               [5] S. Marti, T. Giuli, K. Lai, and M. Baker, “Mitigating Routing
 The intrusion detection community has been focused pri-              Misbehavior in Mobile Ad Hoc Networks,” Proc. MobiCom, Aug.
marily on wired networks. A relationship among the like-              2000.
                                                                      [6] Z.Yan, P. Zhang and Teemupekka Virtanen, Trust evaluation
lihood of detecting an intrusion and the amount of nodes
                                                                      Based Security Solution in Ad Hoc Networks, Technical Report,
that must take part in the process of detecting intrusions has        Nokia Research Center, Helsinki, Finland, Oct. 2003.
been probed by them. Activities on the networks have been
observed and compared with known attacks by signature-




                                                                 34
© 2011 ACEEE
DOI: 01.IJNS.02.01.151

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A Novel Approach for Detection of Routes with Misbehaving Nodes in MANETs

  • 1. ACEEE Int. J. on Network Security, Vol. 02, No. 01, Jan 2011 A Novel Approach for Detection of Routes with Misbehaving Nodes in MANETs Sowmiya Hariharan1, Jothi Precia2, Suriyakala.C.D3, Prayla Shyry 4 (Sathyabama University, Department of Electronic Sciences, Chennai, India) sowmiyahariharan@gmail.com (Sathyabama University,Department of Telecommunication, Chennai, India) preshiya@gmail.com (Sathyabama University,Department of Electronic Sciences, Chennai, India) cdsuriyakala@yahoo.com (Sathyabama University,Department of Electronic Sciences Chennai,India) suja200165@yahoo.com) Abstract-Network nodes in MANET’s are free to move ran- open MANET, different mobile nodes with different goals domly. Therefore, the network topology may change rapidly. share their resources in order to ensure global connectivity. Routing protocol for MANET’s are used for delivery of data packets from source to the desired destination, Routing proto- However, some resources are consumed quickly as the cols are also designed based on the assumption that all the nodes participate in the network functions. For instance, participating nodes are fully cooperative. However, due to the battery power is considered to be most important in a mo- scarcely available battery based energy, node behaviours may bile environment[1]. An individual mobile node may at- exist. One such routing misbehaviours is that some nodes may tempt to benefit from other nodes, but refuse to share its be selfish by participating in route discovery and maintenance own resources. process, but refuse to forward the packet in order to save its energy. To solve this problem we propose a reputation based B. Selfish or Misbehaving scheme where the watch dog uses a passive overhearing of An individual mobile node may attempt to benefit nodes and assign a value to it as an appreciation or add nug- from other nodes, but refuse to share its own resources. gets to them. In this proposal, nodes with highest value are Such nodes are called selfish or misbehaving nodes and highly recommended for data forwarding and allow nodes to avoid the use of misbehaving nodes in future route selection. their behaviour is termed selfishness or misbehaviour. A AdHoc On Demand Distance vector routing protocol may be selfish node may refuse to forward data packets for other used to get the recommendation details of the node intended nodes in order to conserve its own energy[3]. to forward the packet from the neighbouring nodes. This pa- per proposes a novel method to mitigate the route with misbe- C. WatchDog and PathRater having nodes and also suggests a way to find if any intruder is The watchdog technique identifies the misbehav- present in the cluster of participating nodes using security ing nodes by overhearing on the wireless medium. The aware AODV protocol. watchdog technique is based on passive overhearing. Un- fortunately, it can only determine whether or not the next- Key Words-Mobile AdHoc Networks(MANET’s), Routing hop node sends out the data packet. The pathrater technique Misbehaviour, Selfish nodes, AdHoc On Demand Distance Vector Routing Protocol (AODV). allows nodes to avoid the use of the misbehaving nodes in any future route selections. I. INTRODUCTION D. Security Attacks The intruder attacks are minimized and removed A. MANETs by using Security Attack AODV. Which rechecks the pres- ence of the node which sends the shortest path by getting Mobile Ad Hoc Network (MANET) is a collection of the routing table details of the intermediate node present mobile nodes (hosts) which communicate with each other adjacent to the node with the shortest distance. Hence the via wireless links either directly or relying on other nodes intruder nodes are removed from the Infrastructure as routers [1]. The operation of MANETs does not depend We have done a detailed literature survey in this above on pre existing infrastructure or base stations .Network mentioned work. Based on this we have studied that several nodes in MANETs are free to move randomly. Therefore, techniques have been proposed / ongoing to detect and al- the network topology of a MANET may change rapidly leviate the effects of selfishness in MANET’s. In Section 2, and unpredictably. All network activities, such as discover- we deal with the various schemes used to prevent selfish- ing the topology and delivering data packets, have to be ness in MANETS, followed by section 3 which describes executed by the nodes themselves, either individually or 2ACK scheme. In Section 4, we explain the Routing Mis- collectively. The Structure may vary from small, static to a behaviour Model followed by section 5 which deals with a large, mobile network.There are two types of MANETs: cluster based evaluation scheme. Section 6 describes the closed and open [2]. In A closed MANET, all mobile nodes novel proposal which we forward and also under research cooperate with each other toward a common goal. In an 32 © 2011 ACEEE DOI: 01.IJNS.02.01.151
  • 2. ACEEE Int. J. on Network Security, Vol. 02, No. 01, Jan 2011 work and last section concluded with expected result which In guaranteed services such as TCP, the source we will achieve with better performance. node may either choose an alternate route from its route cache or initiate a new Route Discovery process.. Several II. EXISTING TECHNIQUES routing and forwarding attacks on DSR are under consid- eration [5]. We concentrate in our work, mainly the protec- The security problem and the misbehaviour problem of tion No forwarding, Unusual attraction , Route salvag- wireless networks including MANETs have been studied ing,Lack of error messages,Unusually frequent route up- by many researchers e.g. [1], [2], [3], [4].Various tech- dates,Silent route change. niques have been proposed to prevent selfishness in To overcome the adverse affect of using the DSR pro- MANETs. These schemes can be broadly classified into tocol, we propose an AdHoc On Demand Distance Vector two categories: credit-based schemes and reputation-based Routing protocol. On Demand AODV, send the RouteRe- schemes. The basic idea of credit-based schemes is to pro- quest to all the intermediate nodes present in the network vide incentives for nodes to faithfully perform networking and the source in effect get the RouteReply with the path to functions. Nodes get paid for providing services to other be traversed by the data packets to reach the destina- nodes. When they request other nodes to help them for tion.This process reduces the overhead as it does not re- packet forwarding, they use the same payment system to quire to update the table periodically also there are few pay for such services. chances of old route or broken route being present in the They proposed two models: the Packet Purse Model routing table. The Route Request doesn’t require to travel and the Packet Trade Model. In the Packet Purse Model, till the destination, any intermediate node having the details Nuggets are loaded into the packet before it is sent. The of the shortest path till destination will send a reply to the sender puts a certain number of nuggets on the data packet source sending the request. to be sent. Each intermediate node earns nuggets in return The control overhead of misbehaving nodes and the de- for forwarding the packet. If the packet exhausts its nuggets livery ratio of misbehaving nodes with comparison to before reaching its destination, then it is dropped. In the AODV routing protocol and DSR routing protocol are Packet Trade Model, each intermediate node “buys” the graphed Refer Fig.2. and Fig.3. Using CONFIDANT Pro- packet from the previous node for some nuggets and “sells” tocol the Reputation System modifies the rating of the sus- it to the next node for more nuggets. Thus, each intermedi- pected node. Once the rating of a node becomes intolerable, ate node earns some nuggets for providing the forwarding control is passed to the Path Manager, which accordingly service and the overall cost of sending the packet is borne controls the route cache. Warning messages are propagated by the destination [1]. to other nodes in the form of an Alarm message sent out by The second category of techniques to combat node mis- the Trust Manager. behaviour in MANETs is reputation-based [2], [6]. In such schemes, network nodes collectively detect and declare the misbehaviour of a suspicious node. Such a declaration is then propagated throughout the network so that the misbe- having node will be cut off from the rest of the network. The watchdog detection mechanism in [2] has a very low overhead. Unfortunately, the watchdog Technique suf- fers from several problems such as ambiguous collisions, receiver collisions, and limited transmission power. Noting that a misbehaving node can either be the sender or the receiver of the next-hop link, we focus on the problem of detecting misbehaving links instead of misbehaving nodes. In the next-hop link, a misbehaving sender or a misbehav- ing receiver has a similar adverse effect on the data packet Fig.2. Control Overhead of Misbehaving Nodes [1]. III. ROUTING MISBEHAVIOUR We focus on the following routing misbehavior: A selfish node does not perform the packet forwarding func- tion for data packets unrelated to it. However, it operates normally in the Route Discovery and the Route Mainten- ance phases of the DSR protocol. The misbehaving nodes, however, refuse to forward the data packets from the source. The new Route Discovery phase will return a simi- lar set of routes, including the misbehaving nodes. Even- Fig.3. Delivery Ratio of Misbehaving Nodes tually, the source node may conclude that routes are un- available to deliver the data packets. As a result, the net- The lack of energy resources may cause a selfish work fails to provide reliable communication for the source node to drop legitimate packets which eventually disrupt node even though such routes are available. the network performance. The victim of the misbehaved 33 © 2011 ACEEE DOI: 01.IJNS.02.01.151
  • 3. ACEEE Int. J. on Network Security, Vol. 02, No. 01, Jan 2011 node will become the reporter of this deviation act by send- based IDS. On the other hand, new unidentified threats can ing a secret accusation to the central authority. The central be detected A Security Aware AdHoc On Demand Dis- authority is the centrepiece that processes the accusation tance Vector Routing Protocol is used in order to check if and issue a trustworthy conviction to the misbehaved no malicious nodes are present in the infrastructure that is nodes,such penalization is deemed network-wide[3]. used to reach the destination. The Intruder present in the cluster sends the source the shortest distance to the destina- IV. PROPOSAL FOR DETECTION OF ROUTES WITH MISBE- tion. The source with the routing table sends the request to HAVING NODES IN MANETS the adjacent nodes present to the intermediate node which has the shortest distance. The neighbouring nodes check There are two scenarios to be dealt with. Firstly, we the route till destination and informs if they are correct. are mitigating the node which does selfish routing by mis- This security framework involves:Detection of malicious behaving while forwarding the data packets and secondly, nodes by the destination node, Isolation of malicious nodes finding out if any intruder is present in the network having by discarding the Path.Thus, the malicious node having no routes to reach the destination and removing the intruder route till the destination is found and removed from the attacks. infrastructure. A. Mitigating the Misbehaving nodes VII. CONCLUSION Routing protocol for MANET’s are used for de- livery of data packets form source to the desired destination, In this paper we propose a new technique called Routing protocols are also designed based on the assump- recommendation based approach for detection of routes tion that all the participating nodes are fully cooperative. with misbehaving nodes in MANETs. The highlights of our However, due to the scarcely available battery based en- new design will be as follows.(1)The misbehaving node is ergy, node behaviour may exist. To solve this problem we mitigated instead of the whole route since there may be propose a reputation based scheme where the watch dog only one route to reach the destination and in removing the uses a passive overhearing of nodes and assign a value to it route would have made the destination unreachable.(2) also uses Confidant protocol with four parameters- the Identifies dishonest peers by constant evaluation on the Mmonitor, the Reputation based system, the Path Manager, node behaviour.(3) No false alarms can be raised by indi- the Trust Manager Respectively. In this proposal, nodes vidual nodes.(4) AODV routing protocol reduces overhead with highest value are highly recommended for data for- and does not require to update tables frequently.(5) Secu- warding and allow nodes to avoid the use of misbehaving rity Aware AODV mitigates the malicious nodes. nodes in future route selection. An AdHoc On Demand Distance vector routing protocol is used to get the recom- REFERENCES mendation details of the node intended to forward the [1] Kejun Liu, Jing Deng, Member, IEEE, Pramod K. Varshney, packet from the neighbouring nodes, which in turn pre- Fellow, IEEE, and Kashyap Balakrishnan, Member, IEEE, “An serves the battery of the node to forward the packet and Acknowledgment-Based Approach for the Detection of Routing remain in infrastructure for a longer time without misbe- Misbehaviour in MANETs”, IEEE Transactions on mobile com- having. puting, Vol. 6, NO. 5, May 2007. [2] Dhanalakshmi, Dr.M.Rajaram ,” A Reliable and Secure B. 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