Unified Threat Detection and Mitigation Framework (UTDMF): Combating Prompt Injection, Deception, and Bias in Enterprise-Scale Transformers
Authors: Santhosh KumarRavindran | Published: 2025-10-06
Bias Mitigation Techniques
Uncovering Vulnerabilities of LLM-Assisted Cyber Threat Intelligence
Authors: Yuqiao Meng, Luoxi Tang, Feiyang Yu, Jinyuan Jia, Guanhua Yan, Ping Yang, Zhaohan Xi | Published: 2025-09-28 | Updated: 2025-10-01
Phare: A Safety Probe for Large Language Models
Authors: Pierre Le Jeune, Benoît Malézieux, Weixuan Xiao, Matteo Dora | Published: 2025-05-16 | Updated: 2025-05-19
ELEGANT: Certified Defense on the Fairness of Graph Neural Networks
Authors: Yushun Dong, Binchi Zhang, Hanghang Tong, Jundong Li | Published: 2023-11-05
Data Privacy and Trustworthy Machine Learning
Authors: Martin Strobel, Reza Shokri | Published: 2022-09-14
To be Robust or to be Fair: Towards Fairness in Adversarial Training
Authors: Han Xu, Xiaorui Liu, Yaxin Li, Anil K. Jain, Jiliang Tang | Published: 2020-10-13 | Updated: 2021-05-18