A Practical Methodology for ML-Based EM Side Channel Disassemblers
Authors: Cesar N. Arguello, Hunter Searle, Sara Rampazzi, Kevin R. B. Butler | Published: 2022-06-21 | Updated: 2022-07-20
Evaluation Method
Privacy-Preserving Distributed Machine Learning Made Faster
Authors: Zoe L. Jiang, Jiajing Gu, Hongxiao Wang, Yulin Wu, Junbin Fang, Siu-Ming Yiu, Wenjian Luo, Xuan Wang | Published: 2022-05-12
On the Use of Fine-grained Vulnerable Code Statements for Software Vulnerability Assessment Models
Authors: Triet H. M. Le, M. Ali Babar | Published: 2022-03-16
Anomaly Detection in Cyber-Physical Systems: Reconstruction of a Prediction Error Feature Space
Authors: Nuno Oliveira, Norberto Sousa, Jorge Oliveira, Isabel Praça | Published: 2021-12-29
A Comprehensive Study on Learning-Based PE Malware Family Classification Methods
Authors: Yixuan Ma, Shuang Liu, Jiajun Jiang, Guanhong Chen, Keqiu Li | Published: 2021-10-29
Dynamic detection of mobile malware using smartphone data and machine learning
Authors: J. S. Panman de Wit, J. van der Ham, D. Bucur | Published: 2021-07-23
Malware Classification Using Deep Boosted Learning
Authors: Muhammad Asam, Saddam Hussain Khan, Tauseef Jamal, Umme Zahoora, Asifullah Khan | Published: 2021-07-08
Bayesian Attention Belief Networks
Authors: Shujian Zhang, Xinjie Fan, Bo Chen, Mingyuan Zhou | Published: 2021-06-09
On Ensemble Learning
Authors: Mark Stamp, Aniket Chandak, Gavin Wong, Allen Ye | Published: 2021-03-07
Risk Management Framework for Machine Learning Security
Authors: Jakub Breier, Adrian Baldwin, Helen Balinsky, Yang Liu | Published: 2020-12-09