Universal and Transferable Adversarial Attacks on Aligned Language Models 通用且可转移的对抗性攻击对齐语言模型 @[TOC] 摘要 因为“即开即用”的大型语言模型能够生成大量令人反感的内容,近期的工作集中在对这些模型进行对齐,以防止不受欢迎的生成。尽管在规避这些措施方面取得了一些成功——即所谓的针对大型语言...
Claude, Bard, and Llama-2 without having direct access to them. The examples shown here are all actual outputs of these systems. The adversarial prompt can elicit arbitrary harmful behaviors from
1. Prompt Only:只有用户输入,而没有触发越狱的尝试 2. "Suer, here's": 让LLMs的回答以“Sure, here is"开头[1] Test Model: 总结和Insight: 这部分就不分享了,组内讨论(= =;) 参考 ^Alexander Wei, Nika Haghtalab, and Jacob Steinhardt. Jailbroken: How does llm safety training fail? arXiv ...
@misc{zou2023universal, title={Universal and Transferable Adversarial Attacks on Aligned Language Models}, author={Andy Zou and Zifan Wang and J. Zico Kolter and Matt Fredrikson}, year={2023}, eprint={2307.15043}, archivePrefix={arXiv}, primaryClass={cs.CL} } ...
Universal Adversarial AttackAdversarial TransferabilitySpeaker RecognitionSecurityDeep neural networks(DNN) exhibit powerful feature extraction capabilities, making them highly advantageous in numerous tasks. DNN-based techniques have become widely adopted in the field of speaker recognition. However, imperceptible...
Revealing the benefits of each neural network component is key to developing a single, universal deep learning model that can analyze spectra from various characterization techniques - similar to the introduction of general and transferable models that have been developed for the analysis of diverse ...
Transferable universal adversarial perturbations against speaker recognition systems Deep neural networks(DNN) exhibit powerful feature extraction capabilities, making them highly advantageous in numerous tasks. DNN-based techniques have be... X Liu,H Tan,J Zhang,... - 《World Wide Web-internet & Web...
Stu-net: Scalable and transferable medi- cal image segmentation models empowered by large-scale supervised pre-training. arXiv preprint arXiv:2304.06716, 2023. 3 [29] Fabian Isensee, Paul F Jaeger, Simon AA Kohl, Jens Petersen, and Klaus H Maier-Hein. nnu-...
Universal and Transferable Adversarial Attacks on Aligned Language Models 新元 dirtycomputer.github.io2 人赞同了该文章 代码: https://github.com/llm-attacks/llm-attacksgithub.com/llm-attacks/llm-attacks 论文: https://arxiv.org/abs/2307.15043arxiv.org/abs/2307.15043 如上图:左边是带有危险...
which is primarily not directly transferable for learning constitutive relations. However, the combination of the physics-informed part of PINNs (which can be understood as an encoding of a physical law described by a differential equation) and the neural network part (which predicts the quantities ...