大模型对齐与安全

CCFC: Core & Core-Full-Core Dual-Track Defense for LLM Jailbreak Protection

Jiaming Hu, Haoyu Wang, Debarghya Mukherjee, Ioannis Ch. Paschalidis

机构 * Department. of Math & Statistics, Boston University（数学与统计学系，波士顿大学） ； Department. of Computer Science, University at Albany（计算机科学系，阿尔巴尼大学） ； Department. of ECE & Systems Eng., Department. of Biomedical Eng., Faculty of Computing & Data Sciences, Boston University（电子工程与系统工程系，生物医学工程系，计算与数据科学学院，波士顿大学） 纠错

专题命中 越狱攻击 ：jailbreak(title,abstract)；safety(abstract)；prompt injection(abstract)；分类 cs.AI

Comments 11 pages, 1 figure

Universal and Transferable Adversarial Attack on Large Language Models Using Exponentiated Gradient Descent

Sajib Biswas, Mao Nishino, Samuel Jacob Chacko, Xiuwen Liu

机构 * Department of Computer Science, Florida State University（计算机科学系，佛罗里达州立大学） ； Department of Mathematics, Florida State University（数学系，佛罗里达州立大学） 纠错

专题命中 越狱攻击 ：alignment(abstract)；RLHF(abstract)；safety(abstract)；jailbreak(abstract)