Adversarial Defense in Cybersecurity: A Systematic Review of GANs for Threat Detection and Mitigation
The episode reviews a systematic paper titled "Adversarial Defense in Cybersecurity: A Systematic Review of GANs for Threat Detection and Mitigation." Hosts discuss how Generative Adversarial Networks (GANs) are used both as attackers and defenders against adversarial attacks. The review provides a structured framework for understanding existing GAN-based defenses across four dimensions, offering an actionable roadmap for developing practical, real-time solutions.