10 May 2012 On effectiveness of network sensor-based defense framework
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Abstract
Cyber attacks are increasing in frequency, impact, and complexity, which demonstrate extensive network vulnerabilities with the potential for serious damage. Defending against cyber attacks calls for the distributed collaborative monitoring, detection, and mitigation. To this end, we develop a network sensor-based defense framework, with the aim of handling network security awareness, mitigation, and prediction. We implement the prototypical system and show its effectiveness on detecting known attacks, such as port-scanning and distributed denial-of-service (DDoS). Based on this framework, we also implement the statistical-based detection and sequential testing-based detection techniques and compare their respective detection performance. The future implementation of defensive algorithms can be provisioned in our proposed framework for combating cyber attacks.
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Difan Zhang, Difan Zhang, Hanlin Zhang, Hanlin Zhang, Linqiang Ge, Linqiang Ge, Wei Yu, Wei Yu, Chao Lu, Chao Lu, Genshe Chen, Genshe Chen, Khanh Pham, Khanh Pham, } "On effectiveness of network sensor-based defense framework", Proc. SPIE 8385, Sensors and Systems for Space Applications V, 83850O (10 May 2012); doi: 10.1117/12.918792; https://doi.org/10.1117/12.918792
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