Peizhe Xin

Manticore: An Unsupervised Intrusion Detection System Based on Contrastive Learning in 5G Networks

The increasing complexity and openness of 5G networks naturally enlarge the attack surface and introduce new vulnerabilities, thereby posing challenges to the performance of existing intrusion detection systems (IDSs). Current IDSs solely rely on statistical features, which may suffer from low accur…