Regularized Robustly Reliable Learners and Instance Targeted Attacks
Authors: Avrim Blum, Donya Saless | Published: 2024-10-14 | Updated: 2025-04-29
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Model-based Large Language Model Customization as Service
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Unified Breakdown Analysis for Byzantine Robust Gossip
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On Calibration of LLM-based Guard Models for Reliable Content Moderation
Authors: Hongfu Liu, Hengguan Huang, Hao Wang, Xiangming Gu, Ye Wang | Published: 2024-10-14
Feature Averaging: An Implicit Bias of Gradient Descent Leading to Non-Robustness in Neural Networks
Authors: Binghui Li, Zhixuan Pan, Kaifeng Lyu, Jian Li | Published: 2024-10-14
Yuan: Research on the Concept of Digital World Analogue Scientific Infrastructure and Science Popularization Communication Based on Suzhou Gardens Pattern
Authors: Zhang Lvyang, Lu Wen, Zhao Yang, Li Jiaqi, Zhai Lidong | Published: 2024-10-14
Can LLMs be Scammed? A Baseline Measurement Study
Authors: Udari Madhushani Sehwag, Kelly Patel, Francesca Mosca, Vineeth Ravi, Jessica Staddon | Published: 2024-10-14
Evaluating of Machine Unlearning: Robustness Verification Without Prior Modifications
Authors: Heng Xu, Tianqing Zhu, Wanlei Zhou | Published: 2024-10-14
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