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- W2014403018 abstract "Because the internet and computer networks are exposed to rapidly increasing number of serious security threats, efficient and effective anomaly detection techniques have become a necessity to secure the internet and computer networks. Traditional signature based anomaly detection techniques failed to detect polymorphic and new security threats. In this paper, we propose an online worm detection system based on relative entropy. The system effectively profiles network traffic features and then uses relative entropy to dynamically determine the traffic changes. It then applies adaptive filter to differentiate the traffic changes and determines whether the traffic is normal or contains worms. Our experimental results show that the proposed system is efficient for on-line anomaly detection, using traffic trace collected in high-speed links." @default.
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- W2014403018 date "2011-10-01" @default.
- W2014403018 modified "2023-09-25" @default.
- W2014403018 title "On-line anomaly detection based on relative entropy" @default.
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- W2014403018 doi "https://doi.org/10.1109/icbnmt.2011.6155890" @default.
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