Tun-Wen Pai

Extracting Attack Pattern From WAF Logs and CTIs Using Contrastive Semantic Learning

Web Application Firewalls (WAFs) are widely deployed to protect web services, but their rule-based design provides limited visibility into attacker intent. WAF logs consist primarily of low-level HTTP artifacts that lack the behavioral context required for effective threat analysis. To address this limitation, we propo...