From Hardening to Understanding: Adversarial Training vs. CF-Aug for Explainable Cyber-Threat Detection System
Abstract
Machine Learning (ML) intrusion detection systems (IDS) are vulnerable to manipulations: small, protocol-valid manipulations can push samples across brittle decision boundaries. We study two complementary remedies that reshap... | Find, read and cite all the research you need on Tech Science Press
Fields of Study & Subjects
Adversarial Robustness in Machine Learning
Explainable Artificial Intelligence (XAI)
Network Security and Intrusion Detection
Publication details
- Journal / source
- Computers, materials & continua/Computers, materials & continua (Print)
- Publisher
- Tech Science Press
- Volume
- 87
- Issue
- 3
- Pages
- 1–10
- Publication date
- 1 January 2026
- Language
- EN