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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 03 Issue: 01 | Jan-2016 www.irjet.net p-ISSN: 2395-0072
© 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 1135
SECURING AODV ROUTING PROTOCOL IN MANET TO DETECT
WORMHOLE ATTACK USING NMAC AND HBKS TECHNIQUE
NEHA KULKARNI1 VINOD. S. WADNE2
1 Student, Department of Computer Engineering, Imperial College of Engineering & Research, Pune, India
2Asst. Prof. , Department of Computer Engineering, Imperial College of Engineering & Research, Pune, India
---------------------------------------------------------------------***-------------------------------------------------------------------
Abstract - In MANET (mobile ad hoc wireless network)
communication is much more challenging task due to its
characteristics like infrastructure less architecture,
wireless and distributed cooperation of task, dynamic
topology, lack of association, lack of resource utilization ,
power limitation and physical existing of node. In MANET,
attacks can be classified into different categories: routing
attacks and data forwarding attacks. The main aim of
attack to disrupt functioning of network by updating
routing updates. data forwarding attacks are done
modification or dropping of data packet. In paper work, a
secure method is proposed for ad hoc on-demand
distance vector (AODV) routing protocol. The proposed
method used the authenticate and secure technique to
secure the routing message in AODV and efficiently
prevent wormhole. The key pre- distribution technique is
used in this method. by using this method .the overhead
can be minimize due to sharing the keys. In this paper,
the selection of keys is depend upon the of hop count
value in control packet.
Key Words: Mobile ad hoc network (MANET), Routing
attack, AODV, NMAC, Authentication.
1.Introduction
A Mobile ad hoc network (MANET) is a wireless network
of wireless mobile nodes that can be setup anywhere
MANET differs from other networks or wired networks
as there is no centralized architecture ,Security of Routing
Message is an important issue in MANET In MANET,
mainly two types of messages are in network , Routing
messages are used for the route sense, route
establishment and route maintenance. Routing messages
are processed by intermediate nodes during their
processing. Different types of attacks are found by the
malicious node like routing table updation, and check
poisoning of packet The work to secure AODV protocol
uses asymmetric key cryptography technique. The
previous technique are requires more processing time
,more battery consumption and large memory .so key pre-
distribution method proposed using hash message
authentication code . Aim of the paper is to introduce a
secure version of S-AODV routing protocol. The proposed
method used the nested authentication technique (NMAC)
to secure the packet, modifying routing information. And
Key pre- distribution technique used to overcome the
overhead. that is based on key pre- distribution concept
using hash message authentication code. The method can
be easily implemented and requires a little bit CPU
processing capacity and battery power.
1.1 Wormhole Attack
A hidden security attack, called the wormhole attack, in
this attack, a malicious node catch packets from one point
or one node in the network and send them to another. The
packet receive with same or with a lesser number of hops
with respect to the transmitted packets over node routes.
it is used by malicious nodes to disrupt the normal
function of ad hoc routing protocols. Wormhole can be
form in-band channel where malicious node m1 capture
the received route request packet to another node m2
using encapsulation property even no. of node can vary
between two malicious nodes, the nodes following m2
nodes séance that there is no node between m1 and m2.
Second, out-of-band where two malicious nodes m1 and
m2 create a physical channel.
Fig. 1: Worm hole attack
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 03 Issue: 01 | Jan-2016 www.irjet.net p-ISSN: 2395-0072
© 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 1136
2. RELATED WORK
proposed technique are related misbehaving of .The
attack has mainly two characteristics: first one, the
misbehave node depending to the information that it has
shortest with the intention of dropping the packets. The
proposed technique is focused on the malicious nodes and
tries to prevent doing wormhole attack on the network by
preventing other nodes from the current routing paths
and select the alternative path by the route discovery for
the same[1]. The method is based on AODV routing
protocol and uses shared key technology.. The hop count
is mutable field as intermediate nodes
increment/decrement the hop count while forwarding the
RREQ. The rest such as sequence number or IP address
are non mutable fields as they remain unchanged.
prevents a member node from removing IP address of
intermediate node from intermediate node list, the
receiver node can verify the hop count field in RREQ or
RREP message using the intermediate node list. In the
proposed method, only the destination node is permitted
to initiate route reply message therefore the delay
involved in the route discovery process increases as the
size of the network increases. Moreover with increased in
network size[2][11][16]. proposed a method to detect
wormhole attacks in mobile ad hoc networks (MANET).
The concept method is to develop shortest path when
Route Request (RREQ) send from node 1 to another and
find malicious nodes. The proposed method follows
different steps, , routes aggregation (RTT), round-trip time,
routes redundancy. [4][12] this method gives efficient
result to detect a wormhole attack using modified
wormhole detection. In MAODV, to detect wormhole
attacks a concept in the network by collecting both
numbers of hop count [5][15] valuated the performance of
on demand routing protocols i.e AODV (Ad hoc on demand
distance vector routing) and DSR (dynamic source
routing) with and without wormhole attack. It maintains
the routes as long as required by the source. It uses
sequence number to show that route is new. By using
sequence number it make sure that route is loop free.
When a node has to send data to the another node and
route is not available then it broadcast a RREQ (route
request ) message, nodes receiving this RREQ message
checks that they are the destination node to which source
node want to send data [6][14] They investigates a
recently proposed Advanced Encryption Standard (AES)-
based routing algorithm.[8] proposed wormhole detection
Mechanism that overcome Two fake neighbors with a
wormhole tunnel in between has longer RTT, compared to
the RTT with true neighbors. [9] [10].
3. MOTIVATION
security is an important. We need to consider a better
mechanism for higher security and network performance
while designing of secure routing protocol. The proposed
method based on hash message authentication and hop
count base key selection , message authentication and
intermediate nodes authentication. We compare proposed
method with SAODV protocol. In MANET, the internal
attacks are typically more curious , since malicious node
already belongs to the network. To prevent internal
attacks, we need to create the unique identity of each
node. Our scheme provides an efficient way to verify the
message integrity, message authentication. The receiver
node authenticate message and intermediate nodes using
the shared secret key. the receiver node can verify the hop
count field in RREQ or RREP message using the
intermediate node list. In proposed method, The limitation
of this method is that, ARAN uses asymmetric
cryptography mechanism which causes higher overhead.
4. THE PROPOSED METHOD
4.1 Architecture of S-AODV routing protocol
S-AODV protocol in MANET is proposed. The proposed
solution method secure AODV again the attack by using
symmetric key based method authentication and key
distribution technique provide better performance than
the existing method. In this proposed method MD is
calculated before broadcasting In NAMC two keys are
required which are selected according to the key table
which are dependent in to hop count field. At the starting
node the value of the hop count field is zero so K0 is used
as the first key while next key from key table (i.e 1) is used
as second key. To check the integrity of the packet at the
each node first get the hop count value and calculate the
hash function then append it to the message .then send the
secure AODV message .now on the other node If new and
old MD are matched then it proceed the messages.
Otherwise block it . Then value of hop count is increment
automatically . After then calculate the digest with new
hop count value and add it to the message. Same
procedure is followed at the end i.e receiver
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 03 Issue: 01 | Jan-2016 www.irjet.net p-ISSN: 2395-0072
© 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 1137
Fig .2 : Architecture of Secure AODV
4.2 Algorithm
We use the NMAC for node to node authentication. When
the malicious nodes change the hop count value in the
control packet. it would be detected by authorized node. In
NAMC requirement of two keys are needed which are
selected according to hop count value in the control packet
. At the sender the value of the hop count is zero so K0 is
used as the first key while next key(K1) from table is used
as second key. At the each intermediate node check the
integrity of the message. And compare old one with new .
If new and old MD are not matched then it discards
messages. If both are same it means the message is correct
Then the value of hop count is increment by one. After this
it generate the new MD with new hop count value and
appended with the Packet . Same procedure is followed
The proposed method is described by the ALGORITHM 1
to 3
1. Message generation at sender:
Step 1 : create pkt
Step 2: select (hop value from pkt);
Step 3: now select first key =K(HP mod no of key)
Step 4: second key =K(next value )mod no of key)
Step 5: calculate hash function
H(P)=hash(p||K first);
H(’P)=hash(H(p)||K second);
Step 7: send(p||H’(p));
2. Message generation at receive
Step 1 : create packet
Step 2: select (hop value from packet);
Step 3: now select first key =K(HP mod no of key)
Step 4: second key =K(next value )mod no of key)
Step 5: calculate hash function
H(P)=hash(p||K first);
Step 6: if msg send from the sender = msg receive from
the sender then packet is accepted;
Else packet is rejected(drop p);
3. Integrity Check At Intermediate Node
If p is accepted then increment HP value
i.e now keys is
K first=(K first+1)mod n;
K second=(K second +1)mod n;
5. MATHEMATICAL MODEL USING
DETERMINISTIC FINITE AUTOMATA
The State Transition Diagram in Fig contains:
M = (Q,Σ,δ,q0,F) where
Q = {S0,S1,S2,S3,S4,S5},
Σ = { TS,SV ,SP,RS,CP ,SP ,AK}, Where,
TS = time to send packet from source
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 03 Issue: 01 | Jan-2016 www.irjet.net p-ISSN: 2395-0072
© 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 1138
SV = Sensed to establish path
SR = Send request
RS = Route establishment
SP = Send Data Packet
AK =Acknowledgement
q0 = S0, F = {S5}, and
δ is b define by the following state transition table:
6. PERFORMANCE EVALUATION
6.1 Runtime Analysis
A) Packet Delivery Ratio :
Packet Delivery Ratio = Total Packets Received / Total
Packets Sent.
B) Throughput
It is the average rate of successful delivery of message
over a network . And measured in bits per seconds or bps.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 03 Issue: 01 | Jan-2016 www.irjet.net p-ISSN: 2395-0072
© 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 1139
6.2 Comparison with other protocols
S-AODV protocol can trace the out-band and in-band
wormhole attack. .DELPHI protocol receives route reply
for all the requests at the sender so it uses more resources
in the network. Both protocols DELPHI and MAODV does
not need any hardware support and synchronization. both
can easily detect wormhole attack . WHOP uses hound
packet after discovery process of route so, it requires extra
time for wormhole detection.
TABLE II. Comparison of S-AODV with other protocols
Protocol Based
on
Remark In-
band/out
of band
WHOP AODV Required extra
processing time due to
use of hound packet
Detect
DELPHI AODV Extra resources needed
because destination
node replies all nodes
Detect
AODV AODV No burden Detect
7. CONCLUSIONS
The proposed solution or method i.e secure AODV to find
out wormhole attack by using symmetric key based
method authentication and run time key distribution
technique provide better performance than the previously
used method. The proposed technique or method much
more secure against the wormhole attacks by using
symmetric key based message authentication and run time
key pre distribution technique .
REFERENCES
[1] Syed Atiya Begum, L.Mohan, B.Ranjitha, “ Techniques
for Resilience of Denial of Service Attacks in Mobile
Ad Hoc Networks”, Proceedings published by
International Journal of Electronics Communication
and Computer Engineering Volume 3, Issue (1)
NCRTCST, ISSN 2249 – 071X National Conference on
Research Trends in Computer Science and
Technology – 2012.
[2] Abderrahmane Baadache, Ali Belmehdi, “Fighting
against packet dropping misbehavior in multi-hop
wireless ad hoc networks”, Elsevier Journal of
Network and Computer Applications,Volume 35,
Issue 3 (Special Issue on Trusted Computing and
Communications ), May 2012, Pages 1130–1139.
[3] Woungang, “Detecting blackhole attacks on DSR-
ImadAad, Jean-Pierre Hubaux, “Impact of Denial of
Service Attacks on Ad Hoc Networks”, IEEE/ACM
Transactions on Networking, VOL. 16, NO. 4, AUGUST
2008.
[4] Xie, Liang, “Message Dropping Attacks in Overlay
Networks: Attack Detection and Attacker
Identification” IEEE Securecomm and Workshops, 28
Aug. to 01-Sept. 2006.
[5] AymanHelweh-Hannan, “Avoiding Misbehaving
Nodes in Mobile Ad- Hoc Environments: Towards
Improved QoS Routing”, 2nd IEEE International
Conference on Distributed Frameworks for
Multimedia Applications, 2006.
[6] L. Abusalah, A. Khokhar, and M. Guizani, A survey of
secure mobile ad hoc routing protocols, IEEE
Communications Surveys and Tutorials, vol. 10, no. 4,
pp. 78-93, 2008.
[7] S. Kalwar, Introduction to reactive protocol, IEEE
Potentials, vol. 29, no. 2, pp. 34-35, 2010.
[8] J. -H. Song, V. W. Wong, and V. C. Leung, Efficient on-
demand routing for mobile ad hoc wireless access
networks, IEEE Transactions on Selected Areas in
Communications, vol. 22, no. 7, pp. 1374-1383, 2004.
[9] M. G. Zapata and N. Asokan, Securing ad hoc routing
protocols, in Proc. of the 1st ACM Workshop on
Wireless Security, pp. 1- 10, 2002.
[10] based mobile ad hoc networks”, International
Conference on Computer, Information and
Telecommunication Systems (CITS), 14-16 May 2012.
[11] George Adam, Vaggelis Kapoulas, Christos Bouras,
Georgios Kioumourtzis, Apostolos Gkamas, Nikos
Tavoularis “Performance Evaluation of Routing
Protocols for multimedia transmission over Mobile
Ad hoc Networks”, IEEE International Conference on
Wireless and Mobile Networking Conference
(WMNC), 2011
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 03 Issue: 01 | Jan-2016 www.irjet.net p-ISSN: 2395-0072
© 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 1140
[12] S.Prahmkaew, “Traffic Policing over Various Ad Hoc
Networks and Inter-Vehicular Communications”, 5th
IEEE International Conference on Embedded and
Multimedia Computing (EMC), 11-13 Aug. 2010.
[13] B. B. Jayasingh, B. Swathi, “A Novel Metric For
Detection of Jellyfish Reorder Attack on Ad Hoc
Network”, BVICAM’S International Journal of
Information Technology (BIJIT) Vol. 2 No. 1, ISSN
0973 – 5658 Year – 2010.
[14] S.A. Hussain; A. Ali ; M. Hassan Raza, “Persistent
packet reordering attack in TCP based Ad hoc
wireless networks”, IEEE International Conference on
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Securing AODV Routing Protocol in MANET to Detect Wormhole Attack Using NMAC and HBKS Technique

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 03 Issue: 01 | Jan-2016 www.irjet.net p-ISSN: 2395-0072 © 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 1135 SECURING AODV ROUTING PROTOCOL IN MANET TO DETECT WORMHOLE ATTACK USING NMAC AND HBKS TECHNIQUE NEHA KULKARNI1 VINOD. S. WADNE2 1 Student, Department of Computer Engineering, Imperial College of Engineering & Research, Pune, India 2Asst. Prof. , Department of Computer Engineering, Imperial College of Engineering & Research, Pune, India ---------------------------------------------------------------------***------------------------------------------------------------------- Abstract - In MANET (mobile ad hoc wireless network) communication is much more challenging task due to its characteristics like infrastructure less architecture, wireless and distributed cooperation of task, dynamic topology, lack of association, lack of resource utilization , power limitation and physical existing of node. In MANET, attacks can be classified into different categories: routing attacks and data forwarding attacks. The main aim of attack to disrupt functioning of network by updating routing updates. data forwarding attacks are done modification or dropping of data packet. In paper work, a secure method is proposed for ad hoc on-demand distance vector (AODV) routing protocol. The proposed method used the authenticate and secure technique to secure the routing message in AODV and efficiently prevent wormhole. The key pre- distribution technique is used in this method. by using this method .the overhead can be minimize due to sharing the keys. In this paper, the selection of keys is depend upon the of hop count value in control packet. Key Words: Mobile ad hoc network (MANET), Routing attack, AODV, NMAC, Authentication. 1.Introduction A Mobile ad hoc network (MANET) is a wireless network of wireless mobile nodes that can be setup anywhere MANET differs from other networks or wired networks as there is no centralized architecture ,Security of Routing Message is an important issue in MANET In MANET, mainly two types of messages are in network , Routing messages are used for the route sense, route establishment and route maintenance. Routing messages are processed by intermediate nodes during their processing. Different types of attacks are found by the malicious node like routing table updation, and check poisoning of packet The work to secure AODV protocol uses asymmetric key cryptography technique. The previous technique are requires more processing time ,more battery consumption and large memory .so key pre- distribution method proposed using hash message authentication code . Aim of the paper is to introduce a secure version of S-AODV routing protocol. The proposed method used the nested authentication technique (NMAC) to secure the packet, modifying routing information. And Key pre- distribution technique used to overcome the overhead. that is based on key pre- distribution concept using hash message authentication code. The method can be easily implemented and requires a little bit CPU processing capacity and battery power. 1.1 Wormhole Attack A hidden security attack, called the wormhole attack, in this attack, a malicious node catch packets from one point or one node in the network and send them to another. The packet receive with same or with a lesser number of hops with respect to the transmitted packets over node routes. it is used by malicious nodes to disrupt the normal function of ad hoc routing protocols. Wormhole can be form in-band channel where malicious node m1 capture the received route request packet to another node m2 using encapsulation property even no. of node can vary between two malicious nodes, the nodes following m2 nodes séance that there is no node between m1 and m2. Second, out-of-band where two malicious nodes m1 and m2 create a physical channel. Fig. 1: Worm hole attack
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 03 Issue: 01 | Jan-2016 www.irjet.net p-ISSN: 2395-0072 © 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 1136 2. RELATED WORK proposed technique are related misbehaving of .The attack has mainly two characteristics: first one, the misbehave node depending to the information that it has shortest with the intention of dropping the packets. The proposed technique is focused on the malicious nodes and tries to prevent doing wormhole attack on the network by preventing other nodes from the current routing paths and select the alternative path by the route discovery for the same[1]. The method is based on AODV routing protocol and uses shared key technology.. The hop count is mutable field as intermediate nodes increment/decrement the hop count while forwarding the RREQ. The rest such as sequence number or IP address are non mutable fields as they remain unchanged. prevents a member node from removing IP address of intermediate node from intermediate node list, the receiver node can verify the hop count field in RREQ or RREP message using the intermediate node list. In the proposed method, only the destination node is permitted to initiate route reply message therefore the delay involved in the route discovery process increases as the size of the network increases. Moreover with increased in network size[2][11][16]. proposed a method to detect wormhole attacks in mobile ad hoc networks (MANET). The concept method is to develop shortest path when Route Request (RREQ) send from node 1 to another and find malicious nodes. The proposed method follows different steps, , routes aggregation (RTT), round-trip time, routes redundancy. [4][12] this method gives efficient result to detect a wormhole attack using modified wormhole detection. In MAODV, to detect wormhole attacks a concept in the network by collecting both numbers of hop count [5][15] valuated the performance of on demand routing protocols i.e AODV (Ad hoc on demand distance vector routing) and DSR (dynamic source routing) with and without wormhole attack. It maintains the routes as long as required by the source. It uses sequence number to show that route is new. By using sequence number it make sure that route is loop free. When a node has to send data to the another node and route is not available then it broadcast a RREQ (route request ) message, nodes receiving this RREQ message checks that they are the destination node to which source node want to send data [6][14] They investigates a recently proposed Advanced Encryption Standard (AES)- based routing algorithm.[8] proposed wormhole detection Mechanism that overcome Two fake neighbors with a wormhole tunnel in between has longer RTT, compared to the RTT with true neighbors. [9] [10]. 3. MOTIVATION security is an important. We need to consider a better mechanism for higher security and network performance while designing of secure routing protocol. The proposed method based on hash message authentication and hop count base key selection , message authentication and intermediate nodes authentication. We compare proposed method with SAODV protocol. In MANET, the internal attacks are typically more curious , since malicious node already belongs to the network. To prevent internal attacks, we need to create the unique identity of each node. Our scheme provides an efficient way to verify the message integrity, message authentication. The receiver node authenticate message and intermediate nodes using the shared secret key. the receiver node can verify the hop count field in RREQ or RREP message using the intermediate node list. In proposed method, The limitation of this method is that, ARAN uses asymmetric cryptography mechanism which causes higher overhead. 4. THE PROPOSED METHOD 4.1 Architecture of S-AODV routing protocol S-AODV protocol in MANET is proposed. The proposed solution method secure AODV again the attack by using symmetric key based method authentication and key distribution technique provide better performance than the existing method. In this proposed method MD is calculated before broadcasting In NAMC two keys are required which are selected according to the key table which are dependent in to hop count field. At the starting node the value of the hop count field is zero so K0 is used as the first key while next key from key table (i.e 1) is used as second key. To check the integrity of the packet at the each node first get the hop count value and calculate the hash function then append it to the message .then send the secure AODV message .now on the other node If new and old MD are matched then it proceed the messages. Otherwise block it . Then value of hop count is increment automatically . After then calculate the digest with new hop count value and add it to the message. Same procedure is followed at the end i.e receiver
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 03 Issue: 01 | Jan-2016 www.irjet.net p-ISSN: 2395-0072 © 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 1137 Fig .2 : Architecture of Secure AODV 4.2 Algorithm We use the NMAC for node to node authentication. When the malicious nodes change the hop count value in the control packet. it would be detected by authorized node. In NAMC requirement of two keys are needed which are selected according to hop count value in the control packet . At the sender the value of the hop count is zero so K0 is used as the first key while next key(K1) from table is used as second key. At the each intermediate node check the integrity of the message. And compare old one with new . If new and old MD are not matched then it discards messages. If both are same it means the message is correct Then the value of hop count is increment by one. After this it generate the new MD with new hop count value and appended with the Packet . Same procedure is followed The proposed method is described by the ALGORITHM 1 to 3 1. Message generation at sender: Step 1 : create pkt Step 2: select (hop value from pkt); Step 3: now select first key =K(HP mod no of key) Step 4: second key =K(next value )mod no of key) Step 5: calculate hash function H(P)=hash(p||K first); H(’P)=hash(H(p)||K second); Step 7: send(p||H’(p)); 2. Message generation at receive Step 1 : create packet Step 2: select (hop value from packet); Step 3: now select first key =K(HP mod no of key) Step 4: second key =K(next value )mod no of key) Step 5: calculate hash function H(P)=hash(p||K first); Step 6: if msg send from the sender = msg receive from the sender then packet is accepted; Else packet is rejected(drop p); 3. Integrity Check At Intermediate Node If p is accepted then increment HP value i.e now keys is K first=(K first+1)mod n; K second=(K second +1)mod n; 5. MATHEMATICAL MODEL USING DETERMINISTIC FINITE AUTOMATA The State Transition Diagram in Fig contains: M = (Q,Σ,δ,q0,F) where Q = {S0,S1,S2,S3,S4,S5}, Σ = { TS,SV ,SP,RS,CP ,SP ,AK}, Where, TS = time to send packet from source
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 03 Issue: 01 | Jan-2016 www.irjet.net p-ISSN: 2395-0072 © 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 1138 SV = Sensed to establish path SR = Send request RS = Route establishment SP = Send Data Packet AK =Acknowledgement q0 = S0, F = {S5}, and δ is b define by the following state transition table: 6. PERFORMANCE EVALUATION 6.1 Runtime Analysis A) Packet Delivery Ratio : Packet Delivery Ratio = Total Packets Received / Total Packets Sent. B) Throughput It is the average rate of successful delivery of message over a network . And measured in bits per seconds or bps.
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 03 Issue: 01 | Jan-2016 www.irjet.net p-ISSN: 2395-0072 © 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 1139 6.2 Comparison with other protocols S-AODV protocol can trace the out-band and in-band wormhole attack. .DELPHI protocol receives route reply for all the requests at the sender so it uses more resources in the network. Both protocols DELPHI and MAODV does not need any hardware support and synchronization. both can easily detect wormhole attack . WHOP uses hound packet after discovery process of route so, it requires extra time for wormhole detection. TABLE II. Comparison of S-AODV with other protocols Protocol Based on Remark In- band/out of band WHOP AODV Required extra processing time due to use of hound packet Detect DELPHI AODV Extra resources needed because destination node replies all nodes Detect AODV AODV No burden Detect 7. CONCLUSIONS The proposed solution or method i.e secure AODV to find out wormhole attack by using symmetric key based method authentication and run time key distribution technique provide better performance than the previously used method. The proposed technique or method much more secure against the wormhole attacks by using symmetric key based message authentication and run time key pre distribution technique . REFERENCES [1] Syed Atiya Begum, L.Mohan, B.Ranjitha, “ Techniques for Resilience of Denial of Service Attacks in Mobile Ad Hoc Networks”, Proceedings published by International Journal of Electronics Communication and Computer Engineering Volume 3, Issue (1) NCRTCST, ISSN 2249 – 071X National Conference on Research Trends in Computer Science and Technology – 2012. [2] Abderrahmane Baadache, Ali Belmehdi, “Fighting against packet dropping misbehavior in multi-hop wireless ad hoc networks”, Elsevier Journal of Network and Computer Applications,Volume 35, Issue 3 (Special Issue on Trusted Computing and Communications ), May 2012, Pages 1130–1139. [3] Woungang, “Detecting blackhole attacks on DSR- ImadAad, Jean-Pierre Hubaux, “Impact of Denial of Service Attacks on Ad Hoc Networks”, IEEE/ACM Transactions on Networking, VOL. 16, NO. 4, AUGUST 2008. [4] Xie, Liang, “Message Dropping Attacks in Overlay Networks: Attack Detection and Attacker Identification” IEEE Securecomm and Workshops, 28 Aug. to 01-Sept. 2006. [5] AymanHelweh-Hannan, “Avoiding Misbehaving Nodes in Mobile Ad- Hoc Environments: Towards Improved QoS Routing”, 2nd IEEE International Conference on Distributed Frameworks for Multimedia Applications, 2006. [6] L. Abusalah, A. Khokhar, and M. Guizani, A survey of secure mobile ad hoc routing protocols, IEEE Communications Surveys and Tutorials, vol. 10, no. 4, pp. 78-93, 2008. [7] S. Kalwar, Introduction to reactive protocol, IEEE Potentials, vol. 29, no. 2, pp. 34-35, 2010. [8] J. -H. Song, V. W. Wong, and V. C. Leung, Efficient on- demand routing for mobile ad hoc wireless access networks, IEEE Transactions on Selected Areas in Communications, vol. 22, no. 7, pp. 1374-1383, 2004. [9] M. G. Zapata and N. Asokan, Securing ad hoc routing protocols, in Proc. of the 1st ACM Workshop on Wireless Security, pp. 1- 10, 2002. [10] based mobile ad hoc networks”, International Conference on Computer, Information and Telecommunication Systems (CITS), 14-16 May 2012. [11] George Adam, Vaggelis Kapoulas, Christos Bouras, Georgios Kioumourtzis, Apostolos Gkamas, Nikos Tavoularis “Performance Evaluation of Routing Protocols for multimedia transmission over Mobile Ad hoc Networks”, IEEE International Conference on Wireless and Mobile Networking Conference (WMNC), 2011
  • 6. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 03 Issue: 01 | Jan-2016 www.irjet.net p-ISSN: 2395-0072 © 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 1140 [12] S.Prahmkaew, “Traffic Policing over Various Ad Hoc Networks and Inter-Vehicular Communications”, 5th IEEE International Conference on Embedded and Multimedia Computing (EMC), 11-13 Aug. 2010. [13] B. B. Jayasingh, B. Swathi, “A Novel Metric For Detection of Jellyfish Reorder Attack on Ad Hoc Network”, BVICAM’S International Journal of Information Technology (BIJIT) Vol. 2 No. 1, ISSN 0973 – 5658 Year – 2010. [14] S.A. Hussain; A. Ali ; M. Hassan Raza, “Persistent packet reordering attack in TCP based Ad hoc wireless networks”, IEEE International Conference on Information and Emerging Technologies (ICIET), 2010.