AI Slop and Hallucinations in Vulnerability Assessment: A Survey on Reasoning Failures and Trustworthy Mitigation

Apr 25, 2026·
Junchen Ding
,
Jialiang Dong
,
Yichen Zhu
,
Yi Liu
,
Gelei Deng
,
Willy Susilo
,
Siqi Ma
,
Yuekang Li
· 0 min read
Type
Publication
8th International Workshop on Security in Machine Learning and its Applications (SiMLA 2026)