Hanxun Huang

Toward Universal and Transferable Jailbreak Attacks on Vision-Language Models

Density-Aware Translation of Spurious Correlations in Zero-Shot VLMs

Geometry-Guided Adversarial Prompt Detection via Curvature and Local Intrinsic Dimension

GeoDetect: Geometric Adversarial Detection for VLPs

AgenticPA: Toward Automated and Large-Scale Prompt Attacks on LLMs

AutoBackdoor: Automating Backdoor Attacks via LLM Agents

Characterising Universal Jailbreak Features and Refusal Direction in LLMs

X-Transfer Attacks: Towards Super Transferable Adversarial Attacks on CLIP

Detecting Backdoor Samples in Contrastive Language Image Pretraining

CURVALID: A Geometrically-guided Adversarial Prompt Detection

TUAP: Targeted Universal Adversarial Perturbations for CLIP

GAD-VLP: Geometric Adversarial Detection for Vision-Language Pre-Trained Models