3 papers
cs.CR2026
Towards Cybersecurity Superintelligence: from AI-guided humans to human-guided AI
Víctor Mayoral-Vilches, Stefan Rass, Martin Pinzger +14
Cybersecurity superintelligence -- artificial intelligence exceeding the best human capability in both speed and strategic reasoning -- represents the next frontier in security. Th…
cs.CR2026
Cybersecurity AI: A Game-Theoretic AI for Guiding Attack and Defense
Víctor Mayoral-Vilches, María Sanz-Gómez, Francesco Balassone +6
AI-driven penetration testing now executes thousands of actions per hour but still lacks the strategic intuition humans apply in competitive security. To build cybersecurity superi…
cs.CR2025
Cybersecurity AI: The World's Top AI Agent for Security Capture-the-Flag (CTF)
Víctor Mayoral-Vilches, Luis Javier Navarrete-Lozano, Francesco Balassone +4
Are Capture-the-Flag competitions obsolete? In 2025, Cybersecurity AI (CAI) systematically conquered some of the world's most prestigious hacking competitions, achieving Rank #1 at…