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
評価手法
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
Comment on Revisiting Neural Program Smoothing for Fuzzing
Authors: Dongdong She, Kexin Pei, Junfeng Yang, Baishakhi Ray, Suman Jana | Published: 2024-09-06
Boosting Certified Robustness for Time Series Classification with Efficient Self-Ensemble
Authors: Chang Dong, Zhengyang Li, Liangwei Zheng, Weitong Chen, Wei Emma Zhang | Published: 2024-09-04 | Updated: 2024-09-19
AdvSecureNet: A Python Toolkit for Adversarial Machine Learning
Authors: Melih Catal, Manuel Günther | Published: 2024-09-04