TinyML NLP Scheme for Semantic Wireless Sentiment Classification with Privacy Preservation

Authors: Ahmed Y. Radwan, Mohammad Shehab, Mohamed-Slim Alouini | Published: 2024-11-09 | Updated: 2025-04-03

Unmasking the Shadows: Pinpoint the Implementations of Anti-Dynamic Analysis Techniques in Malware Using LLM

Authors: Haizhou Wang, Nanqing Luo, Xusheng Li, Peng LIu | Published: 2024-11-08 | Updated: 2025-04-29

Free Record-Level Privacy Risk Evaluation Through Artifact-Based Methods

Authors: Joseph Pollock, Igor Shilov, Euodia Dodd, Yves-Alexandre de Montjoye | Published: 2024-11-08 | Updated: 2025-06-12

Post-Hoc Robustness Enhancement in Graph Neural Networks with Conditional Random Fields

Authors: Yassine Abbahaddou, Sofiane Ennadir, Johannes F. Lutzeyer, Fragkiskos D. Malliaros, Michalis Vazirgiannis | Published: 2024-11-08

MRJ-Agent: An Effective Jailbreak Agent for Multi-Round Dialogue

Authors: Fengxiang Wang, Ranjie Duan, Peng Xiao, Xiaojun Jia, Shiji Zhao, Cheng Wei, YueFeng Chen, Chongwen Wang, Jialing Tao, Hang Su, Jun Zhu, Hui Xue | Published: 2024-11-06 | Updated: 2025-01-07

Optimal Defenses Against Gradient Reconstruction Attacks

Authors: Yuxiao Chen, Gamze Gürsoy, Qi Lei | Published: 2024-11-06

FEDLAD: Federated Evaluation of Deep Leakage Attacks and Defenses

Authors: Isaac Baglin, Xiatian Zhu, Simon Hadfield | Published: 2024-11-05 | Updated: 2025-01-05

A General Recipe for Contractive Graph Neural Networks — Technical Report

Authors: Maya Bechler-Speicher, Moshe Eliasof | Published: 2024-11-04

SQL Injection Jailbreak: A Structural Disaster of Large Language Models

Authors: Jiawei Zhao, Kejiang Chen, Weiming Zhang, Nenghai Yu | Published: 2024-11-03 | Updated: 2025-05-21

What Features in Prompts Jailbreak LLMs? Investigating the Mechanisms Behind Attacks

Authors: Nathalie Kirch, Constantin Weisser, Severin Field, Helen Yannakoudakis, Stephen Casper | Published: 2024-11-02 | Updated: 2025-05-14