Search Results for author: Shiyi Yang

Found 3 papers, 0 papers with code

DualNet: Locate Then Detect Effective Payload with Deep Attention Network

no code implementations23 Oct 2020 Shiyi Yang, Peilun Wu, Hui Guo

Network intrusion detection (NID) is an essential defense strategy that is used to discover the trace of suspicious user behaviour in large-scale cyberspace, and machine learning (ML), due to its capability of automation and intelligence, has been gradually adopted as a mainstream hunting method in recent years.

Deep Attention Network Intrusion Detection

Densely Connected Residual Network for Attack Recognition

no code implementations5 Aug 2020 Peilun Wu, Nour Moustafa, Shiyi Yang, Hui Guo

High false alarm rate and low detection rate are the major sticking points for unknown threat perception.

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