On Large Language Models’ Hallucination with Regard to Known Facts
Authors: Che Jiang, Biqing Qi, Xiangyu Hong, Dayuan Fu, Yang Cheng, Fandong Meng, Mo Yu, Bowen Zhou, Jie Zhou | Published: 2024-03-29 | Updated: 2024-10-28
Model Architecture
Self-Rewarding Language Models
Authors: Weizhe Yuan, Richard Yuanzhe Pang, Kyunghyun Cho, Xian Li, Sainbayar Sukhbaatar, Jing Xu, Jason Weston | Published: 2024-01-18 | Updated: 2024-02-08
SecureBERT and LLAMA 2 Empowered Control Area Network Intrusion Detection and Classification
Authors: Xuemei Li, Huirong Fu | Published: 2023-11-19
FedTruth: Byzantine-Robust and Backdoor-Resilient Federated Learning Framework
Authors: Sheldon C. Ebron Jr., Kan Yang | Published: 2023-11-17
Investigating the Effect of Misalignment on Membership Privacy in the White-box Setting
Authors: Ana-Maria Cretu, Daniel Jones, Yves-Alexandre de Montjoye, Shruti Tople | Published: 2023-06-08 | Updated: 2024-03-12
Deep Learning model integrity checking mechanism using watermarking technique
Authors: Shahinul Hoque, Farhin Farhad Riya, Yingyuan Yang, Jinyuan Sun | Published: 2023-01-29 | Updated: 2025-03-21
Hierarchical fuzzy neural networks with privacy preservation for heterogeneous big data
Authors: Leijie Zhang, Ye Shi, Yu-Cheng Chang, Chin-Teng Lin | Published: 2022-09-18
Membership Inference Attacks by Exploiting Loss Trajectory
Authors: Yiyong Liu, Zhengyu Zhao, Michael Backes, Yang Zhang | Published: 2022-08-31
Reducing Certified Regression to Certified Classification for General Poisoning Attacks
Authors: Zayd Hammoudeh, Daniel Lowd | Published: 2022-08-29 | Updated: 2022-12-29
Security and Safety Aspects of AI in Industry Applications
Authors: Hans Dermot Doran | Published: 2022-07-16