Accurate and Cognitive Intrusion Detection System (ACIDS): a Novel Black Hole Detection Mechanism in Mobile Ad Hoc Networks

Sivanesh, S.; Dhulipala, V. R. Sarma

doi:10.1007/s11036-019-01505-2

Cited by 31 publications

(12 citation statements)

References 18 publications

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“…The approach given in [10] works during the route discovery and route establishment phases by considering the destination sequence number (DSN) and the IP address of the node sending the RREP packet. It also takes care of reducing the false positives by having an additional field in the routing table . A comparison of the proposed approach with the one in [10], the following observations can be drawn:…”

Section: Discussionmentioning

confidence: 99%

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Resistance to Malicious Packet Droppers Through Enhanced AODV in a MANET

Samreen¹

2022

Computers, Materials &Amp; Continua

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Packet dropping in a mobile ad hoc network can manifest itself as the data plane attacks as well as control plane attacks. The former deal with malicious nodes performing packet drop on the data packets following the route formation and the latter deal with those malicious nodes which either drop or manipulate the control packets to degrade the network performance. The idea of the proposed approach is that during the route establishment, each of the on-path nodes is provided with pre-computed hash values which have to be used to provide a unique acknowledgement value to the upstream neighbor which acts as a proof of the forwarding activity. The analysis phase results in the detection of nodes which exhibited malicious behavior in the current communication session so as to avoid them in the future communication sessions resulting in an improved packet delivery fraction even in the presence of one or more malicious nodes in the network. The communication overhead incurred is minimum since the acknowledgement reports are sent to the destination for a transmission of N packets rather than an individual acknowledgement for each transmitted packet. In contrast to some of the existing techniques, the proposed mechanism is not dependent on the deployment of additional infrastructure like special Intrusion Detection System (IDS) nodes. The only overhead incurred is in the form of control packets exchanged for the reports request and the reports submission.

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Section: Discussionmentioning

confidence: 99%

“…The detection of the most vulnerable form of packet dropping known as black hole attack in the form of an intrusion detection system was proposed [10] termed as 'Accurate and Cognitive Intrusion Detection System' (ACIDS). It works by considering the deviation of the parameters like Sequence number of the destination node and route reply.…”

Section: Related Workmentioning

confidence: 99%

Resistance to Malicious Packet Droppers Through Enhanced AODV in a MANET

Samreen¹

2022

Computers, Materials &Amp; Continua

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“…This information will be updated in Black listed table owned by a normal node. Sivanesh.S et al [13] proposed an IDS Accurate and cognitive intrusion detection system (ACID) for detecting black hole attack. Parameters like destination sequence number and route reply count are considered for the evaluation of Black hole node.…”

Section: Related Workmentioning

confidence: 99%

Analytical Termination of Malicious nodes (ATOM): An Intrusion Detection System for Detecting Black Hole attack in Mobile Ad hoc Networks

Sivanesh

Dhulipala

2021

Preprint

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The decentralized administration and the lack of an appropriate infrastructure causes the MANET prone to attacks. The attackers play on the vulnerable characteristics of the MANET and its underlying routing protocols such as AODV, DSR etc to bring about a disruption in the data forwarding operation. Hence, the routing protocols need mechanisms to confront and tackle the attacks by the intruders. This research introduces the novel Host-based Intrusion Detection System (HIDS) known as Analytical Termination of Malicious nodes (ATOM) that systematically detects one of the most significant black hole attacks that affects the performance of AODV routing protocol. ATOM IDS performs detection by computing the RREP count (Route Reply) and the packet drop value for each individual node. This system has been simulated over the AODV routing protocol merged with the black hole nodes and the resultant simulation scenario in NS2 has been generated. The trace obtained shows a colossal increase in the packet delivery ratio (pdr) and throughput. The results prove the efficacy of the proposed system.

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“…These protocols detect and prevent blackhole attackers in the MANET and presented better results in terms of high PDR, low PLR, and low overhead compared to the AODV and MI-AODV routing protocols. “Accurate and cognitive intrusion detection system” (ACIDS) in Sivanesh and Dhulipala 58 fixed the threshold value based on the destination sequence number and AODV route reply (RREP) messages to identify the blackhole attackers. This protocol offered better results in terms of PDR and network throughput and from security perspectives compared to AODV.…”

Section: Related Workmentioning

confidence: 99%

Preamble time-division multiple access fixed slot assignment protocol for secure mobile ad hoc networks

Mohammadani

Memon

et al. 2020

International Journal of Distributed Sensor Networks

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Mobile ad hoc networks are the “spontaneous networks” which create a temporary network in any place and any time without using any extra fixed radio device of a full infrastructure network. Each device in this network works as a router to develop end-to-end communication connections and move independently in any direction. Mostly, mobile ad hoc networks use the IEEE 802.11b protocol with carrier-sense multiple access with collision avoidance medium access control layer protocol for sharing a common medium among the nodes simultaneously. Due to this distributed medium, the routing and medium access control layer of the mobile ad hoc network are prone to attacks. Among several attackers, blackhole attacker is the dangerous one which causes the loss of all data packets of devices in the network. Efficient medium access control protocol designs in this respect play a key role in determining channel utilization, network delay, and, more importantly, network security. In the proposed work, preamble information is used with time-division multiple access medium access control. The preamble time-division multiple access uses time synchronization for each time slot and does not assign much time to the blackhole attacker due to a fixed time slot. As a result, blackhole is not stable in all communications and such an attack is effectively defended. Simulation results show that, in the presence of the blackhole attacker, carrier-sense multiple access with collision avoidance has a high packet loss ratio and low network throughput as compared to the proposed preamble time-division multiple access.

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Accurate and Cognitive Intrusion Detection System (ACIDS): a Novel Black Hole Detection Mechanism in Mobile Ad Hoc Networks

Cited by 31 publications

References 18 publications

Resistance to Malicious Packet Droppers Through Enhanced AODV in a MANET

Resistance to Malicious Packet Droppers Through Enhanced AODV in a MANET

Analytical Termination of Malicious nodes (ATOM): An Intrusion Detection System for Detecting Black Hole attack in Mobile Ad hoc Networks

Preamble time-division multiple access fixed slot assignment protocol for secure mobile ad hoc networks

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