Private Counterfactual Retrieval

Authors: Mohamed Nomeir, Pasan Dissanayake, Shreya Meel, Sanghamitra Dutta, Sennur Ulukus | Published: 2024-10-17 | Updated: 2025-07-24

FTSmartAudit: A Knowledge Distillation-Enhanced Framework for Automated Smart Contract Auditing Using Fine-Tuned LLMs

Authors: Zhiyuan Wei, Jing Sun, Zijian Zhang, Xianhao Zhang, Zhe Hou | Published: 2024-10-17 | Updated: 2025-11-03

Low-Rank Adversarial PGD Attack

Authors: Dayana Savostianova, Emanuele Zangrando, Francesco Tudisco | Published: 2024-10-16

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

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