Pulse jamming attack detection using swarm intelligence in wireless sensor networks

doi:10.1016/j.ijleo.2022.170251

2023-02-01

PRE

I. Sudha *

Mohammed Ahmed Mustafa

R. Suguna

Sathishkumar Karupusamy

Veeraswamy Ammisetty

Shavkatov Navruzbek Shavkatovich

M. Ramalingam

Pratik Kanani

DOI：10.1016/j.ijleo.2022.170251

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摘要

En 中文

A Wireless Sensor Networks consists of small, inexpensive, battery powered wireless sensors, which self configure and collaborate with each other to support cost effective sensing in situations where human observation or wired systems deployment can be inefficient, expensive, dangerous, or otherwise untenable. Unfortunately, the desirable nature of a WSN introduces many security challenges. The broadcast nature of wireless communication introduces various attacks in WSN. This research work mainly focus on lack of issues regarding achievement of security for certain attacks like jamming attack, denial of sleep attack, tampering and cheating attack in IEEE802.15.4 based wireless sensor networks. Swarm intelligence algorithm is proficient enough to adapt change in network topology and traffic.Using the swarm intelligence technique, the forward ants either unicast or broadcast at each node depending on the availability of the channel information for end of the channel. If the channel information is available, the ants randomly choose the next hop. The source on receiving the channel information from the backward ant verifies the prevalence of the attacker for long time and avoids the particular channel for transmission in order to improve the performance of wireless sensor network. The proposed approach attains packet delivery of 0.4441 and 0.6633. The effective packet delivery ratio shows the effectiveness of the proposed approach. Simulation results assessing the performance of the proposed Swarm Based Defense Technique based on rate, time and number of attackers proves the efficiency of the proposed scheme compared to the existing techniques.

Keyword:

Wireless sensor networks

DEEJAM

Swarm intelligence

Jamming attack

SBDT

Packet drop

And attacker