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
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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
Privacy-Preserving Federated Learning with Differentially Private Hyperdimensional Computing
Authors: Fardin Jalil Piran, Zhiling Chen, Mohsen Imani, Farhad Imani | Published: 2024-11-02 | Updated: 2025-03-22
Defense Against Prompt Injection Attack by Leveraging Attack Techniques
Authors: Yulin Chen, Haoran Li, Zihao Zheng, Yangqiu Song, Dekai Wu, Bryan Hooi | Published: 2024-11-01 | Updated: 2025-07-22
Attention Tracker: Detecting Prompt Injection Attacks in LLMs
Authors: Kuo-Han Hung, Ching-Yun Ko, Ambrish Rawat, I-Hsin Chung, Winston H. Hsu, Pin-Yu Chen | Published: 2024-11-01 | Updated: 2025-04-23