Detection of Cooperative Black Hole Attack in Wireless Ad Hoc Networks

TL;DR

This paper proposes a detection mechanism for cooperative black hole attacks in MANETs that identifies malicious nodes without cryptography, achieving high detection rates with moderate overhead.

Contribution

It introduces a non-cryptographic detection scheme for cooperative black hole attacks in AODV-based MANETs, enhancing security without additional cryptographic complexity.

Findings

High detection rate of malicious nodes

Moderate network traffic overhead

Low computational overhead

Abstract

A mobile ad hoc network (MANET) is a collection of autonomous nodes that communicate with each other by forming a multi-hop radio network and maintaining connections in a decentralized manner. Security remains a major challenge for these networks due to their features of open medium, dynamically changing topologies, reliance on cooperative algorithms, absence of centralized monitoring points, and lack of clear lines of defense. Protecting the network layer of a MANET from malicious attacks is an important and challenging security issue, since most of the routing protocols for MANETs are vulnerable to various types of attacks. Ad hoc on-demand distance vector routing (AODV) is a very popular routing algorithm. However, it is vulnerable to the well-known black hole attack, where a malicious node falsely advertises good paths to a destination node during the route discovery process but drops all packets in the data forwarding phase. This attack becomes more severe when a group of malicious nodes cooperate each other. The proposed mechanism does not apply any cryptographic primitives on the routing messages. Instead, it protects the network by detecting and reacting to malicious activities of the nodes. Simulation results show that the scheme has a significantly high detection rate with moderate network traffic overhead and computation overhead in the nodes.