A Swarm-Intelligence-Based Intrusion Detection Technique
نویسنده
چکیده
A Swarm-intelligence-based intrusion detection technique is proposed to in order to reduce the misjudgment & misdetection and increase the real-time response in the existing intrusion detection techniques show. Separating a huge and complicated intrusion detection system into severer independent detection units with unique function so that the amount of detection data processing and the complexity of detection signature selecting, which are the main factors affecting the application performance of existing intrusion detection techniques, are reduced significantly. Moreover, by utilizing the information from each independent detection unit, the complicated intrusion of the entire intrusion detection system can be detected. The key techniques for the implementation of the proposed system include the user trace under the environment of network, the interception and detection of real-time system calls, and the efficient access of shared information base. The according solutions are given in the article.
منابع مشابه
Fuzzy Based Detection and Swarm Based Authenticated Routing in Manet
In mobile ad hoc networks (MANET), Artificial Intelligence (AI) based distributed intrusion detection (DIDS) techniques are very rarely available. In general, these techniques are used for either detection or authentication process. In this paper, we propose a combined approach named as fuzzy based intrusion detection and swarm based authenticated routing in MANET. This technique involves the d...
متن کاملData Preprocessing for Intrusion Detection System using Swarm Intelligence Techniques
Due to access of malicious data in internet, Intrusion detection system becomes an important element in system security that controls real time data and leads to huge dimensional problem, so a data pre-processing is necessary to reduce haziness and to clean network data. To reduce false positive rate and to increase efficiency of detection, the paper proposed a new swarm intelligence technique ...
متن کاملDetecting Sinkhole Attack in Wireless Sensor Network using Enhanced Particle Swarm Optimization Technique
Wireless Sensor Network (WSN) is a collection of tiny sensor nodes capable of sensing and processing the data. These sensors are used to collect the information from the environment and pass it on to the base station. A WSN is more vulnerable to various attacks. Among the different types of attacks, sinkhole attack is more vulnerable because it leads to a variety of attacks further in the netwo...
متن کاملA Study on Swarm Intelligence Techniques in Intrusion Detection
Intrusion Detection System is a security support mechanism which has received great attention from researchers all over the globe recently. In the recent past, bio-inspired meta-heuristic technique such as swarm intelligence is being proposed for intrusion detection. Swarm Intelligence approaches are used to solve complicated problems by multiple simple agents without centralized control. The s...
متن کاملSwarm based Intrusion Detection and Defense Technique for Malicious Attacks in Mobile Ad Hoc Networks
In mobile ad hoc networks (MANETs), the malicious flooding attack is very hazardous since it not only clogs the victim node but also the entire network. Also it may cause packet drops or alteration of the routing message that will further result in network dysfunctioning. In this paper, we propose a swarm based detection and defense technique for malicious attacks in mobile ad hoc networks (MAN...
متن کامل