Reconstruction of Differentially Private Text Sanitization via Large Language Models
Authors: Shuchao Pang, Zhigang Lu, Haichen Wang, Peng Fu, Yongbin Zhou, Minhui Xue | Published: 2024-10-16 | Updated: 2025-09-18
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CoreGuard: Safeguarding Foundational Capabilities of LLMs Against Model Stealing in Edge Deployment
Authors: Qinfeng Li, Tianyue Luo, Xuhong Zhang, Yangfan Xie, Zhiqiang Shen, Lijun Zhang, Yier Jin, Hao Peng, Xinkui Zhao, Xianwei Zhu, Jianwei Yin | Published: 2024-10-16 | Updated: 2025-10-16
Deep Learning Based XIoT Malware Analysis: A Comprehensive Survey, Taxonomy, and Research Challenges
Authors: Rami Darwish, Mahmoud Abdelsalam, Sajad Khorsandroo | Published: 2024-10-14
Denial-of-Service Poisoning Attacks against Large Language Models
Authors: Kuofeng Gao, Tianyu Pang, Chao Du, Yong Yang, Shu-Tao Xia, Min Lin | Published: 2024-10-14
Adversarially Robust Out-of-Distribution Detection Using Lyapunov-Stabilized Embeddings
Authors: Hossein Mirzaei, Mackenzie W. Mathis | Published: 2024-10-14 | Updated: 2025-01-26
Towards Calibrated Losses for Adversarial Robust Reject Option Classification
Authors: Vrund Shah, Tejas Chaudhari, Naresh Manwani | Published: 2024-10-14
Regularized Robustly Reliable Learners and Instance Targeted Attacks
Authors: Avrim Blum, Donya Saless | Published: 2024-10-14 | Updated: 2025-04-29
Model-based Large Language Model Customization as Service
Authors: Zhaomin Wu, Jizhou Guo, Junyi Hou, Bingsheng He, Lixin Fan, Qiang Yang | Published: 2024-10-14 | Updated: 2025-05-22
Unified Breakdown Analysis for Byzantine Robust Gossip
Authors: Renaud Gaucher, Aymeric Dieuleveut, Hadrien Hendrikx | Published: 2024-10-14 | Updated: 2025-02-03
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