AI Security in the Foundation Model Era: A Comprehensive Survey from a Unified Perspective

Zhenyi Wang, Siyu Luan

As machine learning (ML) systems expand in both scale and functionality, the security landscape has become increasingly complex, with a proliferation of attacks and defenses. Howev…