7 papers
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…
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…
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…
Cybersecurity AI in OT: Insights from an AI Top-10 Ranker in the Dragos OT CTF 2025
Víctor Mayoral-Vilches, Luis Javier Navarrete-Lozano, Francesco Balassone +3
Operational Technology (OT) cybersecurity increasingly relies on rapid response across malware analysis, network forensics, and reverse engineering disciplines. We examine the perf…
Cybersecurity AI Benchmark (CAIBench): A Meta-Benchmark for Evaluating Cybersecurity AI Agents
María Sanz-Gómez, Víctor Mayoral-Vilches, Francesco Balassone +3
Cybersecurity spans multiple interconnected domains, complicating the development of meaningful, labor-relevant benchmarks. Existing benchmarks assess isolated skills rather than i…
CAI Fluency: A Framework for Cybersecurity AI Fluency
Víctor Mayoral-Vilches, Jasmin Wachter, Cristóbal R. J. Veas Chavez +3
This work introduces CAI Fluency, an an educational platform of the Cybersecurity AI (CAI) framework dedicated to democratizing the knowledge and application of cybersecurity AI to…