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Real-time Intrusion Detection using Multidimensional Sequence-to-Sequence Machine Learning and Adaptive Stream Processing

Loganathan, GobinathThe University of Western Ontario2018

… in real-time. The proposed IDS adapts itself to obtain best results without human intervention and utilizes available system resources in functionally auto-scaling deployment. Results show that the proposed IDS detects FTP Brute Force attack, Slow Header DoS attack, HTTP Unbearable Load …

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