Make Them Spill the Beans! Coercive Knowledge Extraction from (Production) LLMs
Authors: Zhuo Zhang, Guangyu Shen, Guanhong Tao, Siyuan Cheng, Xiangyu Zhang | Published: 2023-12-08
LLMセキュリティ
Forcing Generative Models to Degenerate Ones: The Power of Data Poisoning Attacks
Authors: Shuli Jiang, Swanand Ravindra Kadhe, Yi Zhou, Ling Cai, Nathalie Baracaldo | Published: 2023-12-07
DeceptPrompt: Exploiting LLM-driven Code Generation via Adversarial Natural Language Instructions
Authors: Fangzhou Wu, Xiaogeng Liu, Chaowei Xiao | Published: 2023-12-07 | Updated: 2023-12-12
Purple Llama CyberSecEval: A Secure Coding Benchmark for Language Models
Authors: Manish Bhatt, Sahana Chennabasappa, Cyrus Nikolaidis, Shengye Wan, Ivan Evtimov, Dominik Gabi, Daniel Song, Faizan Ahmad, Cornelius Aschermann, Lorenzo Fontana, Sasha Frolov, Ravi Prakash Giri, Dhaval Kapil, Yiannis Kozyrakis, David LeBlanc, James Milazzo, Aleksandar Straumann, Gabriel Synnaeve, Varun Vontimitta, Spencer Whitman, Joshua Saxe | Published: 2023-12-07
FuzzLLM: A Novel and Universal Fuzzing Framework for Proactively Discovering Jailbreak Vulnerabilities in Large Language Models
Authors: Dongyu Yao, Jianshu Zhang, Ian G. Harris, Marcel Carlsson | Published: 2023-09-11 | Updated: 2024-04-14
Detecting Language Model Attacks with Perplexity
Authors: Gabriel Alon, Michael Kamfonas | Published: 2023-08-27 | Updated: 2023-11-07
ZeroLeak: Using LLMs for Scalable and Cost Effective Side-Channel Patching
Authors: M. Caner Tol, Berk Sunar | Published: 2023-08-24
Out of the Cage: How Stochastic Parrots Win in Cyber Security Environments
Authors: Maria Rigaki, Ondřej Lukáš, Carlos A. Catania, Sebastian Garcia | Published: 2023-08-23 | Updated: 2023-08-28
DIVAS: An LLM-based End-to-End Framework for SoC Security Analysis and Policy-based Protection
Authors: Sudipta Paria, Aritra Dasgupta, Swarup Bhunia | Published: 2023-08-14
“Do Anything Now”: Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language Models
Authors: Xinyue Shen, Zeyuan Chen, Michael Backes, Yun Shen, Yang Zhang | Published: 2023-08-07 | Updated: 2024-05-15