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High Speed and Low Power Architecture for Network Intrusion Detection System 被引量:1

High Speed and Low Power Architecture for Network Intrusion Detection System
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摘要 The tremendous growth in the field of modern communication and network systems places demands on the security. As the network complexity grows, the need for the automated detection and timely alert is required to detect the abnormal activities in the network. To diagnose the system against the malicious signatures, a high speed Network Intrusion Detection System is required against the attacks. In the network security applications, Bloom Filters are the key building block. The packets from the high speed link can be easily processed by Bloom Filter using state- of-art hardware based systems. As Bloom Filter and its variant Counting Bloom Filter suffer from False Positive Rate, Multi Hash Counting Bloom Filter architecture is proposed. The proposed work, constitute parallel signature detection improves the False Positive Rate, but the throughput and hardware complexity suffer. To resolve this, a Multi-Level Ranking Scheme is introduced which deduces the 13% - 16% of the power and increases the throughput to 23% - 30%. This work is best suited for signature detection in high speed network. The tremendous growth in the field of modern communication and network systems places demands on the security. As the network complexity grows, the need for the automated detection and timely alert is required to detect the abnormal activities in the network. To diagnose the system against the malicious signatures, a high speed Network Intrusion Detection System is required against the attacks. In the network security applications, Bloom Filters are the key building block. The packets from the high speed link can be easily processed by Bloom Filter using state- of-art hardware based systems. As Bloom Filter and its variant Counting Bloom Filter suffer from False Positive Rate, Multi Hash Counting Bloom Filter architecture is proposed. The proposed work, constitute parallel signature detection improves the False Positive Rate, but the throughput and hardware complexity suffer. To resolve this, a Multi-Level Ranking Scheme is introduced which deduces the 13% - 16% of the power and increases the throughput to 23% - 30%. This work is best suited for signature detection in high speed network.
作者 Palanisamy Brindha Athappan Senthilkumar Palanisamy Brindha;Athappan Senthilkumar(Department of Information and Communication Engineering, Anna University, Tamil Nadu, India;Department of Electrical and Electronics Engineering, Dr. Mahalingam College of Engineering and Technology, Tamil Nadu, India)
出处 《Circuits and Systems》 2016年第8期1324-1333,共10页 电路与系统(英文)
关键词 Intrusion Detection Bloom Filter Counting Bloom Filter False Positive Intrusion Detection Bloom Filter Counting Bloom Filter False Positive
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