Semi-supervised Conditional GAN for Simultaneous Generation and Detection of Phishing URLs: A Game theoretic Perspective. (arXiv:2108.01852v3 [cs.CR] UPDATED)

Spear Phishing is a type of cyber-attack where the attacker sends hyperlinks
through email on well-researched targets. The objective is to obtain sensitive
information by imitating oneself as a trustworthy website. In recent times,
deep learning has become the standard for defending against such attacks.
However, these architectures were designed with only defense in mind. Moreover,
the attacker's perspective and motivation are absent while creating such
models. To address this, we need a game-theoretic approach to understand the
perspective of …

detection game gan phishing urls