Variational Bayesian Bow tie Neural Networks with Shrinkage
Authors: Alisa Sheinkman, Sara Wade | Published: 2024-11-17 | Updated: 2024-11-19
評価手法
FEDLAD: Federated Evaluation of Deep Leakage Attacks and Defenses
Authors: Isaac Baglin, Xiatian Zhu, Simon Hadfield | Published: 2024-11-05 | Updated: 2025-01-05
Can LLMs be Scammed? A Baseline Measurement Study
Authors: Udari Madhushani Sehwag, Kelly Patel, Francesca Mosca, Vineeth Ravi, Jessica Staddon | Published: 2024-10-14
FedCert: Federated Accuracy Certification
Authors: Minh Hieu Nguyen, Huu Tien Nguyen, Trung Thanh Nguyen, Manh Duong Nguyen, Trong Nghia Hoang, Truong Thao Nguyen, Phi Le Nguyen | Published: 2024-10-04
A novel application of Shapley values for large multidimensional time-series data: Applying explainable AI to a DNA profile classification neural network
Authors: Lauren Elborough, Duncan Taylor, Melissa Humphries | Published: 2024-09-26
LLM-Enhanced Software Patch Localization
Authors: Jinhong Yu, Yi Chen, Di Tang, Xiaozhong Liu, XiaoFeng Wang, Chen Wu, Haixu Tang | Published: 2024-09-10 | Updated: 2024-09-13
VoiceWukong: Benchmarking Deepfake Voice Detection
Authors: Ziwei Yan, Yanjie Zhao, Haoyu Wang | Published: 2024-09-10
Using Large Language Models for Template Detection from Security Event Logs
Authors: Risto Vaarandi, Hayretdin Bahsi | Published: 2024-09-08 | Updated: 2025-03-23
2DSig-Detect: a semi-supervised framework for anomaly detection on image data using 2D-signatures
Authors: Xinheng Xie, Kureha Yamaguchi, Margaux Leblanc, Simon Malzard, Varun Chhabra, Victoria Nockles, Yue Wu | Published: 2024-09-08 | Updated: 2025-03-20
MILE: A Mutation Testing Framework of In-Context Learning Systems
Authors: Zeming Wei, Yihao Zhang, Meng Sun | Published: 2024-09-07