publications

My full publication list can be found at google scholar or dblp.

2025

  1. USENIX Security
    Synthetic Artifact Auditing: Tracing LLM-Generated Synthetic Data Usage in Downstream Applications
    Yixin Wu, Ziqing Yang, Yun Shen, Michael Backes, and Yang Zhang
    In USENIX Security Symposium (USENIX Security), 2025
    arXiv PDF Code Website
  2. ACL
    JailbreakRadar: Comprehensive Assessment of Jailbreak Attacks Against LLMs
    Junjie Chu, Yugeng Liu, Ziqing Yang, Xinyue Shen, Michael Backes, and Yang Zhang
    In Annual Meeting of the Association for Computational Linguistics (ACL), 2025
    arXiv PDF Code
  3. arxiv
    The Challenge of Identifying the Origin of Black-Box Large Language Models
    Ziqing Yang, Yixin Wu, Yun Shen, Wei Dai, Michael Backes, and Yang Zhang
    CoRR abs/2503.04332, 2025
    arXiv
  4. arxiv
    Peering Behind the Shield: Guardrail Identification in Large Language Models
    Ziqing Yang, Yixin Wu, Rui Wen, Michael Backes, and Yang Zhang
    CoRR abs/2502.01241, 2025
    arXiv
  5. arxiv
    JADES: A Universal Framework for Jailbreak Assessment via Decompositional Scoring
    Junjie Chu, Mingjie Li, Ziqing Yang, Ye Leng, Chenhao Lin, Chao Shen, Michael Backes, Yun Shen, and Yang Zhang
    CoRR abs/2508.20848, 2025
    arXiv

2024

  1. USENIX Security
    SecurityNet: Assessing Machine Learning Vulnerabilities on Public Models
    Boyang Zhang, Zheng Li, Ziqing Yang, Xinlei He, Michael Backes, Mario Fritz, and Yang Zhang
    In USENIX Security Symposium (USENIX Security), 2024
    arXiv PDF Code Website
  2. arxiv
    SOS! Soft Prompt Attack Against Open-Source Large Language Models
    Ziqing Yang, Michael Backes, Yang Zhang, and Ahmed Salem
    CoRR abs/2407.03160, 2024
    arXiv

2023

  1. ICML
    Data Poisoning Attacks Against Multimodal Encoders
    Ziqing Yang, Xinlei He, Zheng Li, Michael Backes, Mathias Humbert, Pascal Berrang, and Yang Zhang
    In International Conference on Machine Learning (ICML), 2023
    arXiv PDF Code
  2. arxiv
    From Visual Prompt Learning to Zero-Shot Transfer: Mapping Is All You Need
    Ziqing Yang, Zeyang Sha, Michael Backes, and Yang Zhang
    CoRR abs/2303.05266, 2023
    arXiv

2020

  1. GRL
    UniKER: A Unified Framework for Combining Embedding and Horn Rules for Knowledge Graph Inference
    Kewei Cheng, Ziqing Yang, Ming Zhang, and Yizhou Sun
    In The ICML Workshop on Graph Representation Learning and Beyond (GRL), 2020
    PDF Code
  2. EMNLP
    UniKER: A Unified Framework for Combining Embedding and Definite Horn Rule Reasoning for Knowledge Graph Inference
    Kewei Cheng, Ziqing Yang, Ming Zhang, and Yizhou Sun
    In Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
    PDF Code

2019

  1. arxiv
    Explainable knowledge graph-based recommendation via deep reinforcement learning
    Weiping Song, Zhijian Duan, Ziqing Yang, Hao Zhu, Ming Zhang, and Jian Tang
    CoRR abs/1906.09506, 2019
    arXiv PDF