A Semantic Invariant Robust Watermark for Large Language Models
Authors: Aiwei Liu, Leyi Pan, Xuming Hu, Shiao Meng, Lijie Wen | Published: 2023-10-10 | Updated: 2024-05-19
Prompt Injection
SCAR: Power Side-Channel Analysis at RTL-Level
Authors: Amisha Srivastava, Sanjay Das, Navnil Choudhury, Rafail Psiakis, Pedro Henrique Silva, Debjit Pal, Kanad Basu | Published: 2023-10-10
LLM for SoC Security: A Paradigm Shift
Authors: Dipayan Saha, Shams Tarek, Katayoon Yahyaei, Sujan Kumar Saha, Jingbo Zhou, Mark Tehranipoor, Farimah Farahmandi | Published: 2023-10-09
Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To!
Authors: Xiangyu Qi, Yi Zeng, Tinghao Xie, Pin-Yu Chen, Ruoxi Jia, Prateek Mittal, Peter Henderson | Published: 2023-10-05
SmoothLLM: Defending Large Language Models Against Jailbreaking Attacks
Authors: Alexander Robey, Eric Wong, Hamed Hassani, George J. Pappas | Published: 2023-10-05 | Updated: 2024-06-11
Misusing Tools in Large Language Models With Visual Adversarial Examples
Authors: Xiaohan Fu, Zihan Wang, Shuheng Li, Rajesh K. Gupta, Niloofar Mireshghallah, Taylor Berg-Kirkpatrick, Earlence Fernandes | Published: 2023-10-04
Shadow Alignment: The Ease of Subverting Safely-Aligned Language Models
Authors: Xianjun Yang, Xiao Wang, Qi Zhang, Linda Petzold, William Yang Wang, Xun Zhao, Dahua Lin | Published: 2023-10-04
Low-Resource Languages Jailbreak GPT-4
Authors: Zheng-Xin Yong, Cristina Menghini, Stephen H. Bach | Published: 2023-10-03 | Updated: 2024-01-27
Jailbreaker in Jail: Moving Target Defense for Large Language Models
Authors: Bocheng Chen, Advait Paliwal, Qiben Yan | Published: 2023-10-03
On the Safety of Open-Sourced Large Language Models: Does Alignment Really Prevent Them From Being Misused?
Authors: Hangfan Zhang, Zhimeng Guo, Huaisheng Zhu, Bochuan Cao, Lu Lin, Jinyuan Jia, Jinghui Chen, Dinghao Wu | Published: 2023-10-02