A new journal paper co-authored by members of Innov Acts team has been published in the Journal of Cybersecurity and Privacy.
LLM-Based Agents for Cybersecurity: A Systematic Review of Architectures, Applications, and Open Challenges
Fatouros, G., Mavrogiorgos, K., Makridis, G., Soldatos, I., & Kyriazis, D. (2026)
Journal of Cybersecurity and Privacy, 6(5), 159.
https://doi.org/10.3390/jcp6050159
The paper examines how LLM agents are being designed and applied across cybersecurity from threat intelligence and vulnerability assessment to incident response and security operations. It also maps key architectural patterns, emerging applications, and the open challenges that must be addressed for trustworthy adoption, including reliability, explainability, security, privacy, and human oversight.
The full paper is open access and available at the link below.