Evaluating of Machine Unlearning: Robustness Verification Without Prior Modifications
Authors: Heng Xu, Tianqing Zhu, Wanlei Zhou | Published: 2024-10-14
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Survival of the Safest: Towards Secure Prompt Optimization through Interleaved Multi-Objective Evolution
Authors: Ankita Sinha, Wendi Cui, Kamalika Das, Jiaxin Zhang | Published: 2024-10-12
Minimax rates of convergence for nonparametric regression under adversarial attacks
Authors: Jingfu Peng, Yuhong Yang | Published: 2024-10-12
Can a large language model be a gaslighter?
Authors: Wei Li, Luyao Zhu, Yang Song, Ruixi Lin, Rui Mao, Yang You | Published: 2024-10-11
Federated Learning in Practice: Reflections and Projections
Authors: Katharine Daly, Hubert Eichner, Peter Kairouz, H. Brendan McMahan, Daniel Ramage, Zheng Xu | Published: 2024-10-11
Decoding Secret Memorization in Code LLMs Through Token-Level Characterization
Authors: Yuqing Nie, Chong Wang, Kailong Wang, Guoai Xu, Guosheng Xu, Haoyu Wang | Published: 2024-10-11
PoisonBench: Assessing Large Language Model Vulnerability to Data Poisoning
Authors: Tingchen Fu, Mrinank Sharma, Philip Torr, Shay B. Cohen, David Krueger, Fazl Barez | Published: 2024-10-11
F2A: An Innovative Approach for Prompt Injection by Utilizing Feign Security Detection Agents
Authors: Yupeng Ren | Published: 2024-10-11 | Updated: 2024-10-14
PILLAR: an AI-Powered Privacy Threat Modeling Tool
Authors: Majid Mollaeefar, Andrea Bissoli, Silvio Ranise | Published: 2024-10-11
MergePrint: Robust Fingerprinting against Merging Large Language Models
Authors: Shojiro Yamabe, Tsubasa Takahashi, Futa Waseda, Koki Wataoka | Published: 2024-10-11