Dap-FL: Federated Learning flourishes by adaptive tuning and secure aggregation
Authors: Qian Chen, Zilong Wang, Jiawei Chen, Haonan Yan, Xiaodong Lin | Published: 2022-06-08
深層学習手法
Evaluation of Machine Learning Algorithms in Network-Based Intrusion Detection System
Authors: Tuan-Hong Chua, Iftekhar Salam | Published: 2022-03-10
LineVD: Statement-level Vulnerability Detection using Graph Neural Networks
Authors: David Hin, Andrey Kan, Huaming Chen, M. Ali Babar | Published: 2022-03-10 | Updated: 2022-03-25
Deep Bayesian Learning for Car Hacking Detection
Authors: Laha Ale, Scott A. King, Ning Zhang | Published: 2021-12-17
Robust Upper Bounds for Adversarial Training
Authors: Dimitris Bertsimas, Xavier Boix, Kimberly Villalobos Carballo, Dick den Hertog | Published: 2021-12-17 | Updated: 2023-04-06
Evaluating Deep Learning Models and Adversarial Attacks on Accelerometer-Based Gesture Authentication
Authors: Elliu Huang, Fabio Di Troia, Mark Stamp | Published: 2021-10-03
Auxiliary-Classifier GAN for Malware Analysis
Authors: Rakesh Nagaraju, Mark Stamp | Published: 2021-07-04
SIRNN: A Math Library for Secure RNN Inference
Authors: Deevashwer Rathee, Mayank Rathee, Rahul Kranti Kiran Goli, Divya Gupta, Rahul Sharma, Nishanth Chandran, Aseem Rastogi | Published: 2021-05-10
Security Concerns on Machine Learning Solutions for 6G Networks in mmWave Beam Prediction
Authors: Ferhat Ozgur Catak, Evren Catak, Murat Kuzlu, Umit Cali, Devrim Unal | Published: 2021-05-09 | Updated: 2021-07-23
Smartphone Impostor Detection with Behavioral Data Privacy and Minimalist Hardware Support
Authors: Guangyuan Hu, Zecheng He, Ruby B. Lee | Published: 2021-03-11 | Updated: 2021-03-17