PRSA: PRompt Stealing Attacks against Large Language Models
Authors: Yong Yang, Changjiang Li, Yi Jiang, Xi Chen, Haoyu Wang, Xuhong Zhang, Zonghui Wang, Shouling Ji | Published: 2024-02-29 | Updated: 2024-06-08
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Making Them Ask and Answer: Jailbreaking Large Language Models in Few Queries via Disguise and Reconstruction
Authors: Tong Liu, Yingjie Zhang, Zhe Zhao, Yinpeng Dong, Guozhu Meng, Kai Chen | Published: 2024-02-28 | Updated: 2024-06-10
ChatSpamDetector: Leveraging Large Language Models for Effective Phishing Email Detection
Authors: Takashi Koide, Naoki Fukushi, Hiroki Nakano, Daiki Chiba | Published: 2024-02-28 | Updated: 2024-08-23
Token-Specific Watermarking with Enhanced Detectability and Semantic Coherence for Large Language Models
Authors: Mingjia Huo, Sai Ashish Somayajula, Youwei Liang, Ruisi Zhang, Farinaz Koushanfar, Pengtao Xie | Published: 2024-02-28 | Updated: 2024-06-06
LLMs Can Defend Themselves Against Jailbreaking in a Practical Manner: A Vision Paper
Authors: Daoyuan Wu, Shuai Wang, Yang Liu, Ning Liu | Published: 2024-02-24 | Updated: 2024-03-04
Coercing LLMs to do and reveal (almost) anything
Authors: Jonas Geiping, Alex Stein, Manli Shu, Khalid Saifullah, Yuxin Wen, Tom Goldstein | Published: 2024-02-21
A Comprehensive Study of Jailbreak Attack versus Defense for Large Language Models
Authors: Zihao Xu, Yi Liu, Gelei Deng, Yuekang Li, Stjepan Picek | Published: 2024-02-21 | Updated: 2024-05-17
TRAP: Targeted Random Adversarial Prompt Honeypot for Black-Box Identification
Authors: Martin Gubri, Dennis Ulmer, Hwaran Lee, Sangdoo Yun, Seong Joon Oh | Published: 2024-02-20 | Updated: 2024-06-06
Prompt Stealing Attacks Against Large Language Models
Authors: Zeyang Sha, Yang Zhang | Published: 2024-02-20
Robust CLIP: Unsupervised Adversarial Fine-Tuning of Vision Embeddings for Robust Large Vision-Language Models
Authors: Christian Schlarmann, Naman Deep Singh, Francesco Croce, Matthias Hein | Published: 2024-02-19 | Updated: 2024-06-05