Rethinking Reasoning: A Survey on Reasoning-based Backdoors in LLMs
Authors: Man Hu, Xinyi Wu, Zuofeng Suo, Jinbo Feng, Linghui Meng, Yanhao Jia, Anh Tuan Luu, Shuai Zhao | Published: 2025-10-09
Proactive defense against LLM Jailbreak
Authors: Weiliang Zhao, Jinjun Peng, Daniel Ben-Levi, Zhou Yu, Junfeng Yang | Published: 2025-10-06
What your brain activity says about you: A review of neuropsychiatric disorders identified in resting-state and sleep EEG data
Authors: J. E. M. Scanlon, A. Pelzer, M. Gharleghi, K. C. Fuhrmeister, T. Köllmer, P. Aichroth, R. Göder, C. Hansen, K. I. Wolf | Published: 2025-10-06
Federated Computation of ROC and PR Curves
Authors: Xuefeng Xu, Graham Cormode | Published: 2025-10-06
Unified Threat Detection and Mitigation Framework (UTDMF): Combating Prompt Injection, Deception, and Bias in Enterprise-Scale Transformers
Authors: Santhosh KumarRavindran | Published: 2025-10-06
P2P: A Poison-to-Poison Remedy for Reliable Backdoor Defense in LLMs
Authors: Shuai Zhao, Xinyi Wu, Shiqian Zhao, Xiaobao Wu, Zhongliang Guo, Yanhao Jia, Anh Tuan Luu | Published: 2025-10-06
Autonomy Matters: A Study on Personalization-Privacy Dilemma in LLM Agents
Authors: Zhiping Zhang, Yi Evie Zhang, Freda Shi, Tianshi Li | Published: 2025-10-06
Machine Unlearning Meets Adversarial Robustness via Constrained Interventions on LLMs
Authors: Fatmazohra Rezkellah, Ramzi Dakhmouche | Published: 2025-10-03 | Updated: 2025-10-15
CryptOracle: A Modular Framework to Characterize Fully Homomorphic Encryption
Authors: Cory Brynds, Parker McLeod, Lauren Caccamise, Asmita Pal, Dewan Saiham, Sazadur Rahman, Joshua San Miguel, Di Wu | Published: 2025-10-03 | Updated: 2025-10-13
UpSafe$^\circ$C: Upcycling for Controllable Safety in Large Language Models
Authors: Yuhao Sun, Zhuoer Xu, Shiwen Cui, Kun Yang, Lingyun Yu, Yongdong Zhang, Hongtao Xie | Published: 2025-10-02