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
Prompt Injection
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
An Empirical Evaluation of LLMs for Solving Offensive Security Challenges
Authors: Minghao Shao, Boyuan Chen, Sofija Jancheska, Brendan Dolan-Gavitt, Siddharth Garg, Ramesh Karri, Muhammad Shafique | Published: 2024-02-19
SPML: A DSL for Defending Language Models Against Prompt Attacks
Authors: Reshabh K Sharma, Vinayak Gupta, Dan Grossman | Published: 2024-02-19