Threat Modelling and Risk Analysis for Large Language Model (LLM)-Powered Applications
Authors: Stephen Burabari Tete | Published: 2024-06-16
Prompt Injection
Emerging Safety Attack and Defense in Federated Instruction Tuning of Large Language Models
Authors: Rui Ye, Jingyi Chai, Xiangrui Liu, Yaodong Yang, Yanfeng Wang, Siheng Chen | Published: 2024-06-15
RL-JACK: Reinforcement Learning-powered Black-box Jailbreaking Attack against LLMs
Authors: Xuan Chen, Yuzhou Nie, Lu Yan, Yunshu Mao, Wenbo Guo, Xiangyu Zhang | Published: 2024-06-13
Efficient Network Traffic Feature Sets for IoT Intrusion Detection
Authors: Miguel Silva, João Vitorino, Eva Maia, Isabel Praça | Published: 2024-06-12
Dataset and Lessons Learned from the 2024 SaTML LLM Capture-the-Flag Competition
Authors: Edoardo Debenedetti, Javier Rando, Daniel Paleka, Silaghi Fineas Florin, Dragos Albastroiu, Niv Cohen, Yuval Lemberg, Reshmi Ghosh, Rui Wen, Ahmed Salem, Giovanni Cherubin, Santiago Zanella-Beguelin, Robin Schmid, Victor Klemm, Takahiro Miki, Chenhao Li, Stefan Kraft, Mario Fritz, Florian Tramèr, Sahar Abdelnabi, Lea Schönherr | Published: 2024-06-12
Knowledge Return Oriented Prompting (KROP)
Authors: Jason Martin, Kenneth Yeung | Published: 2024-06-11
LLAMAFUZZ: Large Language Model Enhanced Greybox Fuzzing
Authors: Hongxiang Zhang, Yuyang Rong, Yifeng He, Hao Chen | Published: 2024-06-11 | Updated: 2024-06-13
An LLM-Assisted Easy-to-Trigger Backdoor Attack on Code Completion Models: Injecting Disguised Vulnerabilities against Strong Detection
Authors: Shenao Yan, Shen Wang, Yue Duan, Hanbin Hong, Kiho Lee, Doowon Kim, Yuan Hong | Published: 2024-06-10
SecureNet: A Comparative Study of DeBERTa and Large Language Models for Phishing Detection
Authors: Sakshi Mahendru, Tejul Pandit | Published: 2024-06-10
Safety Alignment Should Be Made More Than Just a Few Tokens Deep
Authors: Xiangyu Qi, Ashwinee Panda, Kaifeng Lyu, Xiao Ma, Subhrajit Roy, Ahmad Beirami, Prateek Mittal, Peter Henderson | Published: 2024-06-10