HarmNet: A Framework for Adaptive Multi-Turn Jailbreak Attacks on Large Language Models
Authors: Sidhant Narula, Javad Rafiei Asl, Mohammad Ghasemigol, Eduardo Blanco, Daniel Takabi | Published: 2025-10-21
クエリ生成手法
CrossGuard: Safeguarding MLLMs against Joint-Modal Implicit Malicious Attacks
Authors: Xu Zhang, Hao Li, Zhichao Lu | Published: 2025-10-20
Automated Static Vulnerability Detection via a Holistic Neuro-symbolic Approach
Authors: Penghui Li, Songchen Yao, Josef Sarfati Korich, Changhua Luo, Jianjia Yu, Yinzhi Cao, Junfeng Yang | Published: 2025-04-22
BadRAG: Identifying Vulnerabilities in Retrieval Augmented Generation of Large Language Models
Authors: Jiaqi Xue, Mengxin Zheng, Yebowen Hu, Fei Liu, Xun Chen, Qian Lou | Published: 2024-06-03 | Updated: 2024-06-06
ProFLingo: A Fingerprinting-based Intellectual Property Protection Scheme for Large Language Models
Authors: Heng Jin, Chaoyu Zhang, Shanghao Shi, Wenjing Lou, Y. Thomas Hou | Published: 2024-05-03 | Updated: 2024-09-10
Tree of Attacks: Jailbreaking Black-Box LLMs Automatically
Authors: Anay Mehrotra, Manolis Zampetakis, Paul Kassianik, Blaine Nelson, Hyrum Anderson, Yaron Singer, Amin Karbasi | Published: 2023-12-04 | Updated: 2024-10-31
DualCF: Efficient Model Extraction Attack from Counterfactual Explanations
Authors: Yongjie Wang, Hangwei Qian, Chunyan Miao | Published: 2022-05-13
Sparse-RS: a versatile framework for query-efficient sparse black-box adversarial attacks
Authors: Francesco Croce, Maksym Andriushchenko, Naman D. Singh, Nicolas Flammarion, Matthias Hein | Published: 2020-06-23 | Updated: 2022-02-08
Simple Black-box Adversarial Attacks
Authors: Chuan Guo, Jacob R. Gardner, Yurong You, Andrew Gordon Wilson, Kilian Q. Weinberger | Published: 2019-05-17 | Updated: 2019-08-15
Parsimonious Black-Box Adversarial Attacks via Efficient Combinatorial Optimization
Authors: Seungyong Moon, Gaon An, Hyun Oh Song | Published: 2019-05-16 | Updated: 2022-10-18