Gibberish is All You Need for Membership Inference Detection in Contrastive Language-Audio Pretraining TrustNLP WS

Ruoxi Cheng | Yizhong Ding | Shuirong Cao | Zhiqiang Wang | Shitong Shao |

TUNI: A Textual Unimodal Detector for Identity Inference in CLIP Models PrivateNLP WS

Songze Li | Ruoxi Cheng | Xiaojun Jia |

PBI-Attack: Prior-Guided Bimodal Interactive Black-Box Jailbreak Attack for Toxicity Maximization TrustNLP WS

Ruoxi Cheng | Yizhong Ding | Shuirong Cao | Ranjie Duan | Xiaoshuang Jia | Shaowei Yuan | Zhiqiang Wang | Xiaojun Jia |