no code implementations • 14 Feb 2024 • Shiyi Yang, Lina Yao, Chen Wang, Xiwei Xu, Liming Zhu
Recent studies have shown that recommender systems (RSs) are highly vulnerable to data poisoning attacks.
no code implementations • 23 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.
no code implementations • 5 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.