11 papers
Synthetic APTs: the Collapse of TTP-Based Attribution
Francesco Balassone, VÃctor Mayoral-Vilches, MarÃa Sanz-Gómez +8
Cyber Threat Intelligence CTI attribution relies on identifying the Tactics, Techniques, and Procedures TTPs that distinguish one threat actor from another. This approach presuppos…
Towards Cybersecurity SuperIntelligence (CSI): What's the best harness for cybersecurity?
VÃctor Mayoral-Vilches, Francesco Balassone, MarÃa Sanz-Gómez +5
What is the best harness for cybersecurity AI? Cybersecurity systems are converging on a single execution scaffold per agent, an iterative shell loop driven by a Large Language Mod…
Dynamic Cyber Ranges
VÃctor Mayoral-Vilches, MarÃa Sanz-Gómez, Francesco Balassone +6
As LLM-driven agents advance in cybersecurity, Jeopardy CTF benchmarks are approaching saturation and cyber ranges, the natural next evaluation frontier, offer diminishing resistan…
Cybersecurity AI: Hacking Consumer Robots in the AI Era
VÃctor Mayoral-Vilches, Unai Ayucar-Carbajo, Olivier Laflamme +5
Is robot cybersecurity broken by AI? Consumer robots -- from autonomous lawnmowers to powered exoskeletons and window cleaners -- are rapidly entering homes and workplaces, yet the…
Towards Cybersecurity Superintelligence: from AI-guided humans to human-guided AI
VÃctor 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
VÃctor Mayoral-Vilches, MarÃa 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…