Silent Guardian: Protecting Text from Malicious Exploitation by Large Language Models
Authors: Jiawei Zhao, Kejiang Chen, Xiaojian Yuan, Yuang Qi, Weiming Zhang, Nenghai Yu | Published: 2023-12-15 | Updated: 2024-10-10
Prompt Injection
Binary Code Summarization: Benchmarking ChatGPT/GPT-4 and Other Large Language Models
Authors: Xin Jin, Jonathan Larson, Weiwei Yang, Zhiqiang Lin | Published: 2023-12-15
Maatphor: Automated Variant Analysis for Prompt Injection Attacks
Authors: Ahmed Salem, Andrew Paverd, Boris Köpf | Published: 2023-12-12
Exploring the Limits of ChatGPT in Software Security Applications
Authors: Fangzhou Wu, Qingzhao Zhang, Ati Priya Bajaj, Tiffany Bao, Ning Zhang, Ruoyu "Fish" Wang, Chaowei Xiao | Published: 2023-12-08
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
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
Dr. Jekyll and Mr. Hyde: Two Faces of LLMs
Authors: Matteo Gioele Collu, Tom Janssen-Groesbeek, Stefanos Koffas, Mauro Conti, Stjepan Picek | Published: 2023-12-06 | Updated: 2024-10-07
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
The Philosopher’s Stone: Trojaning Plugins of Large Language Models
Authors: Tian Dong, Minhui Xue, Guoxing Chen, Rayne Holland, Yan Meng, Shaofeng Li, Zhen Liu, Haojin Zhu | Published: 2023-12-01 | Updated: 2024-09-11