GANs Used for Attack & Defense
GAN use-cases for synthetic data generation and adversarial testing.
Research
Understanding Adversarial Attacks in Machine Learning
Artificial Intelligence (AI) is revolutionizing the cybersecurity landscape by enabling faster, more accurate detection of threats and vulnerabilities. This article explores mechanics of adversarial attacks and defenses.
Explainable AI (XAI) in Cybersecurity: Why It Matters
Overview of XAI techniques and why explainability is essential for SOCs and compliance.
Reinforcement Learning for Adaptive Defense Systems
RL approaches for policy learning and adaptive controls in automated defense.