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IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_______________________________________________________________________________________
Volume: 03 Issue: 06| Jun-2014, Available @ http://www.ijret.org 192
COMPARATIVE REVIEW STUDY OF SECURITY OF ARAN AND
AODV ROUTING PROTOCOLS IN MANETS
Er. Ruby Goel1
, Er. Meenakshi Mittal2
1
Computer Science and Technology, Central University of Punjab, Punjab, India
2
Computer Science and Technology, Central University of Punjab, Punjab, India
Abstract
Mobile Ad-hoc networks are proposed because there are some areas where it is not possible to set up a network having fixed
infrastructure, like in areas of emergency services, military operations, personal area networks, etc. Ad hoc network allows
communication between wireless nodes with the help of their transmission ranges and routing protocols facilitate this
communication among the nodes. But on these routing protocols variety of attacks are possible like- Eavesdropping, IP-spoofing,
Blackhole, Denial of service attack, etc. By attacking the routing protocol attackers can access network traffic, can drop it or can
modify it. To prevent these attacks many secure routing protocols like- SEAD, ARAN, SAODV, SRP, etc have been developed. In
this paper security aspects of ARAN (Authenticated Routing for Adhoc Network routing protocol) has been analyzed with respect
to a commonly used routing protocol AODV (Adhoc On-Demand Distance Vector) i.e. how much these two protocols are resistant
to Blackhole and IP-Spoofing attack under GloMoSim-2.03 simulator.
Keywords: AODV, ARAN, Blackhole, IP-Spoofing, GloMoSim.
--------------------------------------------------------------------***----------------------------------------------------------------------
1. INTRODUCTION
In Ad-hoc networks the wireless nodes communicate with
each other by forwarding packets over themselves. Mobile
Ad hoc NETwork (MANET) is a network of mobile nodes
that uses each other services to forward a packet to its
destination. MANETS have several advantages over
traditional wired networks as they are easy to deploy in a
short interval of time and are independent of fixed
infrastructure. Nodes in MANET can behave differently in
the network as at one time a node can behave as a sender;
other time as the receiver and can also help to route the
packets to another nodes functioning as the router [9].
Nodes communicate to each other with the help of their
transmission ranges and routing protocols defines the rules
for communication. As discussed in [7], [9] these protocols
come under different categories like-
Fig –1: Various types of Routing Protocols
 Reactive or on-demand- here routes are only
generated when they are needed by any source
node to send the packets to another node.
 Proactive or table driven- here routes to all
destinations are kept in tables which are regularly
updated with changes in topology.
Reactive protocols found to be more efficient than proactive
protocols because they use lower bandwidth for maintaining
routing tables, and they are more energy-efficient and have
effective route maintenance [9]. As discussed in [7]
MANETs are subject to various security challenges due to:
1. Vulnerabilities of topology which is changing
dynamically.
2. Absence of security infrastructures on wireless
links.
3. Selfish behavior of nodes which may not
participate in routing process genuinely.
Due to these reasons Reactive and Proactive protocols are
subject to various attacks like- IP Spoofing, Blackhole,
Eavesdropping, Traffic Analysis, Denial of service, etc.
 Secure protocols- To provide security features
against above mentioned challenges secure
protocols have been developed which are effective
against various network attacks.
In [14], [15] AODV and ARAN performance had been
compared on the basis of various metrics. In this paper
ARAN performance has been checked against AODV under
Blackhole attack and IP Spoofing attack.
The organization of paper is done as follows: Section 2
describes the two routing protocols AODV and ARAN.
AODV,
DSR,
TORA,
SSR, BSR,
etc.
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_______________________________________________________________________________________
Volume: 03 Issue: 06| Jun-2014, Available @ http://www.ijret.org 193
Section 3 describes the Blackhole and IP-Spoofing attack.
Section 4 describes the simulation setup and various
simulations results. Finally, Section 5 concludes the paper.
2. ROUTING PROTOCOLS OVERVIEW
2.1 AODV (Adhoc on Demand Distance Vector)
Routing Protocol [20]
Zhou in [20] has described that AODV is a pure on-demand
routing protocol where routes are built only when nodes
want to communicate or transmit data to other nodes.
AODV functionality is described under two important
procedures:
2.1.1 Route Discovery Procedure
Route request (RREQ) and Route reply (RREP) packets in
AODV use various parameters like- s_seq (source sequence
number), d_seq (destination sequence number), hop_count
(number of nodes the message has passed), s_addr (source
address) and d_addr (destination address) to find out the
shortest route. AODV working is shown in Fig -2 where S
(source node) wants to send data to D (destination node). S
node broadcasts the RREQ packet to all neighboring nodes
which will further broadcasts the packet until the destination
is reached. After all the RREQ packets reach the destination
node D, it unicasts the RREP packet upon the path with
shortest hop count. So the RREP packet is sent through node
I3 and being the shortest route S-I3-D path is selected.
2.1.2 Route Maintenance Procedure
If some link is found to be broken, route error (RERR)
packet is sent to all the source nodes using that link. Thus
route maintenance is done through RERR packets. As
shown in Fig -3 node I1 sends Route error (RERR) message
to source node S for the broken link. It consists of D_addr,
D_seq and hop_count equal to infinity [17].
Fig -2: Route discovery process in AODV
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_______________________________________________________________________________________
Volume: 03 Issue: 06| Jun-2014, Available @ http://www.ijret.org 194
Fig -3: Route maintenance process in AODV
2.2 ARAN (Authenticated Routing for Adhoc
Network) Routing Protocol [14], [15]
Sanzgiri, LaFlamme, Dahill, Levine, Shields, & Belding-
Royer in [14], [15] proposed a secure routing protocol
ARAN. ARAN provides security against third party attacks
by introducing authentication, message integrity and non-
repudiation. Every node in ARAN has a certificate from a
trusted server; so that no illegal node can participate in
routing process. ARAN protocol consist four steps:
Certificate application, route discovery, route establishment,
route maintenance. ARAN doesn’t record the entire route
information and also doesn’t consider the total number of
hops in the route discovery. Each legitimate node only
records the IP address of its precursor nodes and successor
nodes. This ensures the security of the network topology
that no unauthorized node can participate in routing process.
ARAN functions by verifying the signatures of its
predecessor node before accepting the RREQ packet or the
RREP packet. As shown in Fig -4 node I1 verifies the
signature of node S; I2 of I1; I3 of I2 and D of I3 while
sending RREQ packet and I3 verifies D node signature; I2
of I3; I1 of I2 and S of I1 while receiving RREP packet.
Finally after all the verification a route is established
between S and D [14], [15].
Fig -4: Route discovery in ARAN
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_______________________________________________________________________________________
Volume: 03 Issue: 06| Jun-2014, Available @ http://www.ijret.org 195
2.3 AODV vs. ARAN
Both the protocols can be compared on the security basis as
shown in Table –1.
Table –1: Attacks possible in AODV and ARAN [14]
Attacks AODV ARAN
YES
/NO
REASON YES
/NO
REASON
Blackhole YES Hop count
and
Sequence
number can
be easily
modified
NO Hop count and
Sequence
number does
not exist
Message
Modification
YES No check
on message
contents
NO Digital
signature by
the sender
prevents
modification
in message
content
IP- Spoofing YES Source
address is
not verified
NO Source address
is verified by
sender’s
digital
signature
False Route
Errors
YES Can be sent
by any
node by
using IP-
spoofing
YES Can be sent by
any node but
sending node
can be
detected by
digital
signature and
certificate
DOS or
DDOS
YES Congestion
can be
created by
using IP-
spoofing
YES Congestion
can be created
by legitimate
nodes
Table –I shows that though ARAN prevents many attacks
but denial-of-service attack can be conducted by nodes
having or may not having valid ARAN certificates [14],
[15]. If a packet is routed by a node which doesn’t have a
valid certificate then the packet will be dropped but in other
case nodes with valid certificates can conduct the attack, by
sending unnecessary route requests or large amount of data
packets that can create congestion in the network [9].
3. ATTACKS
MANETs have dynamic topologies, limited physical
security and limited resources (power, bandwidth, etc.) due
to which they are not secure. Attacks defined in Table -I, all
are aimed to adversely affect the availability, confidentiality,
integrity and authenticity services. Network attacks are
classified under:
 Passive attacks- in these attacks there is no
modification of message content, rather they are
only aimed to learn contents or other information of
communication patterns like- Eavesdropping, etc
[7].
 Active attacks- in these attacks message contents
are modified to launch different types of attacks
like- IP-spoofing, Blackhole, Denial of service
attack, etc [7].
3.1 Blackhole Attack
Blackhole attack has been described in [3], [13] and [17]
where a malicious intermediate node on receiving the route
request packet (RREQ) sends a fake route reply packet
(RREP) of having the shortest route. The malicious node
doesn’t check its routing table and sends an immediate reply
by setting hop count to a minimum value (usually 1) and
sequence number to a very large value. As the reply from
the malicious node is received very fast as compared from
the other nodes, the source node will start sending data from
the malicious node’s path. When such a route is established,
it’s up to the malicious node which can drop all the received
packets or it can forward packets to the unknown address so
that packets may not reach the destination node. As
discussed in [21] blackhole attack can be of two types:
 Internal Blackhole attack- here the malicious
node makes itself the part of the routing route by
providing fake route replies and does not allow
packets to reach to its destination by simply
dropping the packets passing through it.
 External Blackhole attack- here node stays
outside the network and have the control of some
internal malicious node of the network.
In ARAN, each node is provided with a certificate so only
authenticated nodes can participate in routing; no external
node can enter the network. So to compare AODV and
ARAN, we are dealing with only internal blackhole attack.
3.1.1 Blackhole in AODV
As discussed in [17], blackhole attack can be conducted by
modifying count and sequence number. As shown in Fig-5 a
single malicious node has been set, which on receiving the
RREQ packet sends a fake RREP packet of minimum hop
count and maximum sequence number. Finally the packets
which passed through this node would be dropped.
As shown in fig- 5, where node I1 acts as a blackhole node
which sends an immediate reply to source node S route
request with a RREP packet, where it sets hop_count = 1
and D_seq = 4294967295 [17]. Another genuine RREP
packet is sent by node I3 but source node will not accept the
RREP packet from node I3 as it has higher hop_count and
lower D_seq number as compared to the reply coming from
malicious node I1. After this the source node starts sending
packets to I1, being the malicious node I1 will drop all the
packets without making them to reach the destination node.
3.1.2 Blackhole in ARAN
In ARAN there are no such parameters like hop count or
sequence number, for route discovery process. Therefore in
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_______________________________________________________________________________________
Volume: 03 Issue: 06| Jun-2014, Available @ http://www.ijret.org 196
ARAN Blackhole attack is not feasible unless selfish nodes
drop the packets [21].
3.2 IP-Spoofing Attack
IP-Spoofing attack has been discussed in [18] where some
intruder node sends messages to a node by using the identity
of some other legitimate node. The intruder modifies the
packet headers such that it appears that the packets are
coming from a trusted node.
3.2.1 IP-Spoofing in AODV
AODV is vulnerable to spoofing attack where a node can
easily send packets in the network using some other node’s
identity. These nodes can create congestion in the network
by sending large amount of data leading to denial-of-service
(DOS) attack. Since the node is using some other node’s
identity it will be difficult to track the real attacker.
Fig -5: Blackhole attack in AODV
3.2.2 IP-Spoofing in ARAN
In ARAN protocol, spoofing is not possible because each
node checks the identity of its adjacent node from which it is
receiving some information. If any fault is detected in
verification process, all the packets are dropped without
reaching the destination.
4. SIMULATION APPROACH
The performance evaluation of ARAN and AODV protocols
has been done under identical mobility and traffic scenarios
in GloMoSim simulator. All simulations are done on an
Intel (core i3) machine using Linux Red Hat 9.0 installed on
VMWare Workstation 9.
Table –2: Simulation environment setup
Simulation parameter Value
Simulator GloMoSim-2.03
Simulation Time 100 seconds
Routing Protocols AODV and ARAN
Traffic CBR packets
Mobility Model Random Waypoint
Traffic Sessions 6
Number of nodes 10, 30, 50 and 70
Number of internal
Blackhole node
1
Node speed 0 and 15m/s
Terrain Area 500*500, 750*750,
1000*1000 and 1250*1250
Packet size 512 bytes
Performance Metrics Packet Delivery ratio, Path
length, Delay and Throughput
4.1 Traffic
Constant bit rate (CBR) packets are sent over the network.
4.2 Mobility Model
Random Waypoint Model is used to simulate MANETs
where the mobile nodes can move randomly in any direction
constrained with the speed specified in MOBILITY-WP-
MIN-SPEED and MOBILITY-WP-MAX-SPEED
parameters of GloMoSim. Also MOBILITY-WP-PAUSE
defines the pause time a node pauses before moving
randomly further [1], [11].
4.3 Traffic Sessions
To generate traffic 6 nodes are selected as source nodes and
6 nodes as the receiver nodes. All these sending nodes send
packets of 512 bytes at the rate of 10 packets per second.
Total 100 packets are sent from each node. All the
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_______________________________________________________________________________________
Volume: 03 Issue: 06| Jun-2014, Available @ http://www.ijret.org 197
simulations for a particular number of nodes are carried out
for two different speeds- 0m/s (no mobility) and 15m/s.
4.4 Terrain Areas for Different Number of Nodes
Simulations are done for different number of nodes which
are randomly allocated in different terrain areas. For
simulation of 10 numbers of nodes the terrain area is given
as 500*500; similarly for 30 nodes it is 750*750; for 50
nodes it is 1000*1000 and for 70 nodes it is given as
1250*1250.
4.5 Performance Metrics
Various metrics are calculated as:
 PDR (Packet Delivery ratio) - This metric indicates
the fraction of total data packets reached the
destination to the total number of packets sent by
the sender and is thus calculated as: Total Packets
Received/Total Packets sent [15].
 Average Path length- This is the average length of
the paths discovered by the protocol. It is calculated
as: Total data packets/Total hops taken [15].
 Average end-to-end Delay (in seconds) - This is the
average delay between the sending of the data
packets by the source and its receipt at the
corresponding receiver [9].
 Throughput (bits/second) - This value represents
the ratio of the total bits of data packets that reach
their destination, to the total time it takes to reach
to the destination.
In the following simulations, performance of AODV
protocol under blackhole attack is compared with ARAN
protocol.
4.5.1 Experiment 1: Packet Delivery Ratio (PDR)
Fig -6 shows the effect of blackhole attack on packet
delivery ratio for AODV and ARAN.
 It has been observed that the packet delivery ratio
decreases more under AODV as compared to
ARAN. The packet delivery ratio is 16-83% while
using AODV but ARAN provides nearly 83-100%
PDR in same scenarios.
 The decrease in PDR in AODV is due to the
blackhole node which can cause maximum data
packets to pass through it by giving fake route reply
and finally drops the packets. But in ARAN selfish
node cannot send such a reply, so the packets
passing through the selfish node can be simply
dropped.
It can be said that AODV is highly vulnerable to blackhole
attack.
Fig -6: Packet Delivery Ratio of AODV and ARAN under
blackhole attack at different speeds and varying number of
nodes.
4.5.2 Experiment 2: Path Length
Fig -7 shows the effect of blackhole attack on path length
parameter for AODV and ARAN.
 AODV has been observed of having a longer route
path in presence of malicious node (from 1 to 3).
As the node is moving randomly so depending on
its current position to the destination, path length
may increase or decrease. In ARAN the packets
reach the destination by optimal path (from 1 to
1.1).
 In AODV malicious node can set a longer route
path for the packets passing by it. ARAN provides
authenticity due to which malicious nodes can’t
modify contents of the routing packets. Secure
routes are selected and there is no adverse effect on
the Path length.
Fig -7: Comparison of Path Length of AODV and ARAN
under blackhole attack at different speeds and varying
number of nodes.
4.5.3 Experiment 3: Average end-to-end Delay
Fig -8 shows the effect of blackhole attack on delay
parameter for AODV and ARAN.
 It has been observed that there is an increase in
average end-to-end delay in AODV under the
Blackhole attack as compared to that of the ARAN.
0
0.2
0.4
0.6
0.8
1
1.2
10 30 50 70
PacketDeliveryRatio
Number of nodes
AODV(BH), 0
m/s
ARAN(BH), 0
m/s
AODV(BH), 1
5m/s
ARAN(BH), 1
5m/s
0
0.5
1
1.5
2
2.5
3
3.5
10 30 50 70
PathLength
Number of nodes
AODV(BH), 0m
/s
ARAN(BH), 0m
/s
AODV(BH), 15
m/s
ARAN(BH), 15
m/s
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_______________________________________________________________________________________
Volume: 03 Issue: 06| Jun-2014, Available @ http://www.ijret.org 198
In case of 10 nodes where delay of AODV is less
although there is an increase of path length as
shown above in Fig- 7, this can be due to very less
packet delivery ratio of AODV while using 10
nodes (as shown in Fig- 6) due to which average
end-to-end delay decreases. Similarly in case of 50
nodes there is high increase in delay of AODV at
15m/s as compared to AODV at no mobility
because packet delivery ratio is high.
 Average end-to-end delay depends upon Packet
Delivery ratio as well as on Path length. So, it is
delay is more in AODV as compared to ARAN.
Fig -8: Comparison of Delay of AODV and ARAN under
blackhole attack at different speeds and varying number of
nodes.
4.5.4 Experiment 4: Throughput
Fig -9 shows the effect of blackhole attack on throughput for
AODV and ARAN.
 The throughput of AODV is less as compared to
that of ARAN.
 This effect is because of the decrease in Packet
Delivery Ratio, as there is a decrease in total
number of data bits received so throughput
decreases in AODV.
Fig -9: Comparison of Throughput of AODV and ARAN
under blackhole attack at different speeds and varying
number of nodes.
4.5.5 Experiment 5: Packet Delivery Ratio (PDR)
during IP-Spoofing Attack
Results show that nearly 99.9% of spoofed packets reach the
destination while using AODV but 0% while using ARAN.
Fig -10 shows the effect of IP-spoofing (IPS) attack on
packet delivery ratio for AODV and ARAN.
Fig -10: Comparison of Packet delivery ratio of AODV and
ARAN in IP-Spoofing Attack.
5. CONCLUSIONS
Apart from the various advantages of adhoc networks over
the wired networks, they are vulnerable to variety of attacks,
like modification of routing messages, impersonation of
other nodes, dropping of packets without making them reach
the destination and many more. To overcome this problem
many secure routing protocols have been proposed and one
of them is ARAN protocol. To analyze its secure
functionalities ARAN has been checked against a commonly
used reactive routing protocol AODV for Blackhole attack
and IP-spoofing. Blackhole attack can be conducted in
ARAN protocol only by the selfish nodes which do not
forward packets to other nodes. After carrying out various
simulations in GloMoSim-2.03 simulator and analyzing
various performance metrics it has been observed that
ARAN provides higher Packet delivery ratio and
Throughput against AODV; also AODV shows more Delay
and Path Length than ARAN under blackhole attack. So
ARAN provides secure routing as compared to AODV
against blackhole attack. Simulation results for IP-Spoofing
attacks shows that the spoofed packets reach the destination
while using AODV but in ARAN all the spoofed packets are
dropped i.e. no packet reached the destination. Thus ARAN
is safe against spoofing attack also.
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IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_______________________________________________________________________________________
Volume: 03 Issue: 06| Jun-2014, Available @ http://www.ijret.org 199
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Comparative review study of security of aran and aodv routing protocols in manets

  • 1. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 _______________________________________________________________________________________ Volume: 03 Issue: 06| Jun-2014, Available @ http://www.ijret.org 192 COMPARATIVE REVIEW STUDY OF SECURITY OF ARAN AND AODV ROUTING PROTOCOLS IN MANETS Er. Ruby Goel1 , Er. Meenakshi Mittal2 1 Computer Science and Technology, Central University of Punjab, Punjab, India 2 Computer Science and Technology, Central University of Punjab, Punjab, India Abstract Mobile Ad-hoc networks are proposed because there are some areas where it is not possible to set up a network having fixed infrastructure, like in areas of emergency services, military operations, personal area networks, etc. Ad hoc network allows communication between wireless nodes with the help of their transmission ranges and routing protocols facilitate this communication among the nodes. But on these routing protocols variety of attacks are possible like- Eavesdropping, IP-spoofing, Blackhole, Denial of service attack, etc. By attacking the routing protocol attackers can access network traffic, can drop it or can modify it. To prevent these attacks many secure routing protocols like- SEAD, ARAN, SAODV, SRP, etc have been developed. In this paper security aspects of ARAN (Authenticated Routing for Adhoc Network routing protocol) has been analyzed with respect to a commonly used routing protocol AODV (Adhoc On-Demand Distance Vector) i.e. how much these two protocols are resistant to Blackhole and IP-Spoofing attack under GloMoSim-2.03 simulator. Keywords: AODV, ARAN, Blackhole, IP-Spoofing, GloMoSim. --------------------------------------------------------------------***---------------------------------------------------------------------- 1. INTRODUCTION In Ad-hoc networks the wireless nodes communicate with each other by forwarding packets over themselves. Mobile Ad hoc NETwork (MANET) is a network of mobile nodes that uses each other services to forward a packet to its destination. MANETS have several advantages over traditional wired networks as they are easy to deploy in a short interval of time and are independent of fixed infrastructure. Nodes in MANET can behave differently in the network as at one time a node can behave as a sender; other time as the receiver and can also help to route the packets to another nodes functioning as the router [9]. Nodes communicate to each other with the help of their transmission ranges and routing protocols defines the rules for communication. As discussed in [7], [9] these protocols come under different categories like- Fig –1: Various types of Routing Protocols  Reactive or on-demand- here routes are only generated when they are needed by any source node to send the packets to another node.  Proactive or table driven- here routes to all destinations are kept in tables which are regularly updated with changes in topology. Reactive protocols found to be more efficient than proactive protocols because they use lower bandwidth for maintaining routing tables, and they are more energy-efficient and have effective route maintenance [9]. As discussed in [7] MANETs are subject to various security challenges due to: 1. Vulnerabilities of topology which is changing dynamically. 2. Absence of security infrastructures on wireless links. 3. Selfish behavior of nodes which may not participate in routing process genuinely. Due to these reasons Reactive and Proactive protocols are subject to various attacks like- IP Spoofing, Blackhole, Eavesdropping, Traffic Analysis, Denial of service, etc.  Secure protocols- To provide security features against above mentioned challenges secure protocols have been developed which are effective against various network attacks. In [14], [15] AODV and ARAN performance had been compared on the basis of various metrics. In this paper ARAN performance has been checked against AODV under Blackhole attack and IP Spoofing attack. The organization of paper is done as follows: Section 2 describes the two routing protocols AODV and ARAN. AODV, DSR, TORA, SSR, BSR, etc.
  • 2. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 _______________________________________________________________________________________ Volume: 03 Issue: 06| Jun-2014, Available @ http://www.ijret.org 193 Section 3 describes the Blackhole and IP-Spoofing attack. Section 4 describes the simulation setup and various simulations results. Finally, Section 5 concludes the paper. 2. ROUTING PROTOCOLS OVERVIEW 2.1 AODV (Adhoc on Demand Distance Vector) Routing Protocol [20] Zhou in [20] has described that AODV is a pure on-demand routing protocol where routes are built only when nodes want to communicate or transmit data to other nodes. AODV functionality is described under two important procedures: 2.1.1 Route Discovery Procedure Route request (RREQ) and Route reply (RREP) packets in AODV use various parameters like- s_seq (source sequence number), d_seq (destination sequence number), hop_count (number of nodes the message has passed), s_addr (source address) and d_addr (destination address) to find out the shortest route. AODV working is shown in Fig -2 where S (source node) wants to send data to D (destination node). S node broadcasts the RREQ packet to all neighboring nodes which will further broadcasts the packet until the destination is reached. After all the RREQ packets reach the destination node D, it unicasts the RREP packet upon the path with shortest hop count. So the RREP packet is sent through node I3 and being the shortest route S-I3-D path is selected. 2.1.2 Route Maintenance Procedure If some link is found to be broken, route error (RERR) packet is sent to all the source nodes using that link. Thus route maintenance is done through RERR packets. As shown in Fig -3 node I1 sends Route error (RERR) message to source node S for the broken link. It consists of D_addr, D_seq and hop_count equal to infinity [17]. Fig -2: Route discovery process in AODV
  • 3. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 _______________________________________________________________________________________ Volume: 03 Issue: 06| Jun-2014, Available @ http://www.ijret.org 194 Fig -3: Route maintenance process in AODV 2.2 ARAN (Authenticated Routing for Adhoc Network) Routing Protocol [14], [15] Sanzgiri, LaFlamme, Dahill, Levine, Shields, & Belding- Royer in [14], [15] proposed a secure routing protocol ARAN. ARAN provides security against third party attacks by introducing authentication, message integrity and non- repudiation. Every node in ARAN has a certificate from a trusted server; so that no illegal node can participate in routing process. ARAN protocol consist four steps: Certificate application, route discovery, route establishment, route maintenance. ARAN doesn’t record the entire route information and also doesn’t consider the total number of hops in the route discovery. Each legitimate node only records the IP address of its precursor nodes and successor nodes. This ensures the security of the network topology that no unauthorized node can participate in routing process. ARAN functions by verifying the signatures of its predecessor node before accepting the RREQ packet or the RREP packet. As shown in Fig -4 node I1 verifies the signature of node S; I2 of I1; I3 of I2 and D of I3 while sending RREQ packet and I3 verifies D node signature; I2 of I3; I1 of I2 and S of I1 while receiving RREP packet. Finally after all the verification a route is established between S and D [14], [15]. Fig -4: Route discovery in ARAN
  • 4. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 _______________________________________________________________________________________ Volume: 03 Issue: 06| Jun-2014, Available @ http://www.ijret.org 195 2.3 AODV vs. ARAN Both the protocols can be compared on the security basis as shown in Table –1. Table –1: Attacks possible in AODV and ARAN [14] Attacks AODV ARAN YES /NO REASON YES /NO REASON Blackhole YES Hop count and Sequence number can be easily modified NO Hop count and Sequence number does not exist Message Modification YES No check on message contents NO Digital signature by the sender prevents modification in message content IP- Spoofing YES Source address is not verified NO Source address is verified by sender’s digital signature False Route Errors YES Can be sent by any node by using IP- spoofing YES Can be sent by any node but sending node can be detected by digital signature and certificate DOS or DDOS YES Congestion can be created by using IP- spoofing YES Congestion can be created by legitimate nodes Table –I shows that though ARAN prevents many attacks but denial-of-service attack can be conducted by nodes having or may not having valid ARAN certificates [14], [15]. If a packet is routed by a node which doesn’t have a valid certificate then the packet will be dropped but in other case nodes with valid certificates can conduct the attack, by sending unnecessary route requests or large amount of data packets that can create congestion in the network [9]. 3. ATTACKS MANETs have dynamic topologies, limited physical security and limited resources (power, bandwidth, etc.) due to which they are not secure. Attacks defined in Table -I, all are aimed to adversely affect the availability, confidentiality, integrity and authenticity services. Network attacks are classified under:  Passive attacks- in these attacks there is no modification of message content, rather they are only aimed to learn contents or other information of communication patterns like- Eavesdropping, etc [7].  Active attacks- in these attacks message contents are modified to launch different types of attacks like- IP-spoofing, Blackhole, Denial of service attack, etc [7]. 3.1 Blackhole Attack Blackhole attack has been described in [3], [13] and [17] where a malicious intermediate node on receiving the route request packet (RREQ) sends a fake route reply packet (RREP) of having the shortest route. The malicious node doesn’t check its routing table and sends an immediate reply by setting hop count to a minimum value (usually 1) and sequence number to a very large value. As the reply from the malicious node is received very fast as compared from the other nodes, the source node will start sending data from the malicious node’s path. When such a route is established, it’s up to the malicious node which can drop all the received packets or it can forward packets to the unknown address so that packets may not reach the destination node. As discussed in [21] blackhole attack can be of two types:  Internal Blackhole attack- here the malicious node makes itself the part of the routing route by providing fake route replies and does not allow packets to reach to its destination by simply dropping the packets passing through it.  External Blackhole attack- here node stays outside the network and have the control of some internal malicious node of the network. In ARAN, each node is provided with a certificate so only authenticated nodes can participate in routing; no external node can enter the network. So to compare AODV and ARAN, we are dealing with only internal blackhole attack. 3.1.1 Blackhole in AODV As discussed in [17], blackhole attack can be conducted by modifying count and sequence number. As shown in Fig-5 a single malicious node has been set, which on receiving the RREQ packet sends a fake RREP packet of minimum hop count and maximum sequence number. Finally the packets which passed through this node would be dropped. As shown in fig- 5, where node I1 acts as a blackhole node which sends an immediate reply to source node S route request with a RREP packet, where it sets hop_count = 1 and D_seq = 4294967295 [17]. Another genuine RREP packet is sent by node I3 but source node will not accept the RREP packet from node I3 as it has higher hop_count and lower D_seq number as compared to the reply coming from malicious node I1. After this the source node starts sending packets to I1, being the malicious node I1 will drop all the packets without making them to reach the destination node. 3.1.2 Blackhole in ARAN In ARAN there are no such parameters like hop count or sequence number, for route discovery process. Therefore in
  • 5. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 _______________________________________________________________________________________ Volume: 03 Issue: 06| Jun-2014, Available @ http://www.ijret.org 196 ARAN Blackhole attack is not feasible unless selfish nodes drop the packets [21]. 3.2 IP-Spoofing Attack IP-Spoofing attack has been discussed in [18] where some intruder node sends messages to a node by using the identity of some other legitimate node. The intruder modifies the packet headers such that it appears that the packets are coming from a trusted node. 3.2.1 IP-Spoofing in AODV AODV is vulnerable to spoofing attack where a node can easily send packets in the network using some other node’s identity. These nodes can create congestion in the network by sending large amount of data leading to denial-of-service (DOS) attack. Since the node is using some other node’s identity it will be difficult to track the real attacker. Fig -5: Blackhole attack in AODV 3.2.2 IP-Spoofing in ARAN In ARAN protocol, spoofing is not possible because each node checks the identity of its adjacent node from which it is receiving some information. If any fault is detected in verification process, all the packets are dropped without reaching the destination. 4. SIMULATION APPROACH The performance evaluation of ARAN and AODV protocols has been done under identical mobility and traffic scenarios in GloMoSim simulator. All simulations are done on an Intel (core i3) machine using Linux Red Hat 9.0 installed on VMWare Workstation 9. Table –2: Simulation environment setup Simulation parameter Value Simulator GloMoSim-2.03 Simulation Time 100 seconds Routing Protocols AODV and ARAN Traffic CBR packets Mobility Model Random Waypoint Traffic Sessions 6 Number of nodes 10, 30, 50 and 70 Number of internal Blackhole node 1 Node speed 0 and 15m/s Terrain Area 500*500, 750*750, 1000*1000 and 1250*1250 Packet size 512 bytes Performance Metrics Packet Delivery ratio, Path length, Delay and Throughput 4.1 Traffic Constant bit rate (CBR) packets are sent over the network. 4.2 Mobility Model Random Waypoint Model is used to simulate MANETs where the mobile nodes can move randomly in any direction constrained with the speed specified in MOBILITY-WP- MIN-SPEED and MOBILITY-WP-MAX-SPEED parameters of GloMoSim. Also MOBILITY-WP-PAUSE defines the pause time a node pauses before moving randomly further [1], [11]. 4.3 Traffic Sessions To generate traffic 6 nodes are selected as source nodes and 6 nodes as the receiver nodes. All these sending nodes send packets of 512 bytes at the rate of 10 packets per second. Total 100 packets are sent from each node. All the
  • 6. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 _______________________________________________________________________________________ Volume: 03 Issue: 06| Jun-2014, Available @ http://www.ijret.org 197 simulations for a particular number of nodes are carried out for two different speeds- 0m/s (no mobility) and 15m/s. 4.4 Terrain Areas for Different Number of Nodes Simulations are done for different number of nodes which are randomly allocated in different terrain areas. For simulation of 10 numbers of nodes the terrain area is given as 500*500; similarly for 30 nodes it is 750*750; for 50 nodes it is 1000*1000 and for 70 nodes it is given as 1250*1250. 4.5 Performance Metrics Various metrics are calculated as:  PDR (Packet Delivery ratio) - This metric indicates the fraction of total data packets reached the destination to the total number of packets sent by the sender and is thus calculated as: Total Packets Received/Total Packets sent [15].  Average Path length- This is the average length of the paths discovered by the protocol. It is calculated as: Total data packets/Total hops taken [15].  Average end-to-end Delay (in seconds) - This is the average delay between the sending of the data packets by the source and its receipt at the corresponding receiver [9].  Throughput (bits/second) - This value represents the ratio of the total bits of data packets that reach their destination, to the total time it takes to reach to the destination. In the following simulations, performance of AODV protocol under blackhole attack is compared with ARAN protocol. 4.5.1 Experiment 1: Packet Delivery Ratio (PDR) Fig -6 shows the effect of blackhole attack on packet delivery ratio for AODV and ARAN.  It has been observed that the packet delivery ratio decreases more under AODV as compared to ARAN. The packet delivery ratio is 16-83% while using AODV but ARAN provides nearly 83-100% PDR in same scenarios.  The decrease in PDR in AODV is due to the blackhole node which can cause maximum data packets to pass through it by giving fake route reply and finally drops the packets. But in ARAN selfish node cannot send such a reply, so the packets passing through the selfish node can be simply dropped. It can be said that AODV is highly vulnerable to blackhole attack. Fig -6: Packet Delivery Ratio of AODV and ARAN under blackhole attack at different speeds and varying number of nodes. 4.5.2 Experiment 2: Path Length Fig -7 shows the effect of blackhole attack on path length parameter for AODV and ARAN.  AODV has been observed of having a longer route path in presence of malicious node (from 1 to 3). As the node is moving randomly so depending on its current position to the destination, path length may increase or decrease. In ARAN the packets reach the destination by optimal path (from 1 to 1.1).  In AODV malicious node can set a longer route path for the packets passing by it. ARAN provides authenticity due to which malicious nodes can’t modify contents of the routing packets. Secure routes are selected and there is no adverse effect on the Path length. Fig -7: Comparison of Path Length of AODV and ARAN under blackhole attack at different speeds and varying number of nodes. 4.5.3 Experiment 3: Average end-to-end Delay Fig -8 shows the effect of blackhole attack on delay parameter for AODV and ARAN.  It has been observed that there is an increase in average end-to-end delay in AODV under the Blackhole attack as compared to that of the ARAN. 0 0.2 0.4 0.6 0.8 1 1.2 10 30 50 70 PacketDeliveryRatio Number of nodes AODV(BH), 0 m/s ARAN(BH), 0 m/s AODV(BH), 1 5m/s ARAN(BH), 1 5m/s 0 0.5 1 1.5 2 2.5 3 3.5 10 30 50 70 PathLength Number of nodes AODV(BH), 0m /s ARAN(BH), 0m /s AODV(BH), 15 m/s ARAN(BH), 15 m/s
  • 7. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 _______________________________________________________________________________________ Volume: 03 Issue: 06| Jun-2014, Available @ http://www.ijret.org 198 In case of 10 nodes where delay of AODV is less although there is an increase of path length as shown above in Fig- 7, this can be due to very less packet delivery ratio of AODV while using 10 nodes (as shown in Fig- 6) due to which average end-to-end delay decreases. Similarly in case of 50 nodes there is high increase in delay of AODV at 15m/s as compared to AODV at no mobility because packet delivery ratio is high.  Average end-to-end delay depends upon Packet Delivery ratio as well as on Path length. So, it is delay is more in AODV as compared to ARAN. Fig -8: Comparison of Delay of AODV and ARAN under blackhole attack at different speeds and varying number of nodes. 4.5.4 Experiment 4: Throughput Fig -9 shows the effect of blackhole attack on throughput for AODV and ARAN.  The throughput of AODV is less as compared to that of ARAN.  This effect is because of the decrease in Packet Delivery Ratio, as there is a decrease in total number of data bits received so throughput decreases in AODV. Fig -9: Comparison of Throughput of AODV and ARAN under blackhole attack at different speeds and varying number of nodes. 4.5.5 Experiment 5: Packet Delivery Ratio (PDR) during IP-Spoofing Attack Results show that nearly 99.9% of spoofed packets reach the destination while using AODV but 0% while using ARAN. Fig -10 shows the effect of IP-spoofing (IPS) attack on packet delivery ratio for AODV and ARAN. Fig -10: Comparison of Packet delivery ratio of AODV and ARAN in IP-Spoofing Attack. 5. CONCLUSIONS Apart from the various advantages of adhoc networks over the wired networks, they are vulnerable to variety of attacks, like modification of routing messages, impersonation of other nodes, dropping of packets without making them reach the destination and many more. To overcome this problem many secure routing protocols have been proposed and one of them is ARAN protocol. To analyze its secure functionalities ARAN has been checked against a commonly used reactive routing protocol AODV for Blackhole attack and IP-spoofing. Blackhole attack can be conducted in ARAN protocol only by the selfish nodes which do not forward packets to other nodes. After carrying out various simulations in GloMoSim-2.03 simulator and analyzing various performance metrics it has been observed that ARAN provides higher Packet delivery ratio and Throughput against AODV; also AODV shows more Delay and Path Length than ARAN under blackhole attack. So ARAN provides secure routing as compared to AODV against blackhole attack. Simulation results for IP-Spoofing attacks shows that the spoofed packets reach the destination while using AODV but in ARAN all the spoofed packets are dropped i.e. no packet reached the destination. Thus ARAN is safe against spoofing attack also. REFERENCES [1]. L. Bajaj, M. Takai, R. Ahuja, K. Tang, R. Bagrodia, and M. Gerla, "Glomosim: A scalable network simulation environment," UCLA Computer Science Department Technical Report, vol. 990027, p. 213, 1999 [2]. D. Benetti, M. Merro, and L. Vigano, "Model checking ad hoc network routing protocols: Aran vs. endaira," in Software Engineering and Formal Methods (SEFM), 2010 8th IEEE International Conference on, 2010, pp. 191-202. 0 5 10 15 20 25 30 35 10 30 50 70 Delay(inmilliseconds) Number of nodes AODV(BH), 0m /s ARAN(BH), 0m /s AODV(BH), 15 m/s ARAN(BH), 15 m/s 0 10000 20000 30000 40000 50000 10 30 50 70 Throughput(inbits/second) Number of nodes AODV(BH), 0m /s ARAN(BH), 0m /s AODV(BH), 15 m/s ARAN(BH), 15 m/s 0 0.2 0.4 0.6 0.8 1 1.2 10 30 50 70 PDR Number of nodes AODV (IP- Spoofed) ARAN (IP- Spoofed)
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