Xiangyu Zhang

MemoPhishAgent: Memory-Augmented Multi-Modal LLM Agent for Phishing URL Detection

Inference Time Alignment for Code Auditing

From Poisoned to Aware: Fostering Backdoor Self-Awareness in LLMs

CodeMirage: Stress-Testing AI-Generated Code Detectors Against Production-Level LLMs

TAI3: Testing Agent Integrity in Interpreting User Intent

Temporal Logic-Based Multi-Vehicle Backdoor Attacks against Offline RL Agents in End-to-end Autonomous Driving

VERA: Variational Inference Framework for Jailbreaking Large Language Models

$\mu$KE: Matryoshka Unstructured Knowledge Editing of Large Language Models

ProSec: Fortifying Code LLMs with Proactive Security Alignment

Nova: Generative Language Models for Assembly Code with Hierarchical Attention and Contrastive Learning

ASPIRER: Bypassing System Prompts with Permutation-based Backdoors in LLMs

Poisoning with A Pill: Circumventing Detection in Federated Learning

Combating Hidden Vulnerabilities in Computer Vision Tasks

RepoAudit: An Autonomous LLM-Agent for Repository-Level Code Auditing

Profiler: Black-box AI-generated Text Origin Detection via Context-aware Inference Pattern Analysis

Temporal Logic-Based Multi-Vehicle Backdoor Attacks against Offline RL Agents in End-to-end Autonomous Driving