AI RESEARCH

Neuro-Symbolic AI for Cybersecurity: State of the Art, Challenges, and Opportunities

arXiv CS.AI

ArXi:2509.06921v2 Announce Type: replace-cross Cybersecurity demands both rapid pattern recognition and deliberative reasoning, yet purely neural or purely symbolic approaches each address only one side of this duality. Neuro-Symbolic (NeSy) AI bridges this gap by integrating learning and logic within a unified framework.