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Knowledge-enhanced Neuro-Symbolic AI for Cybersecurity and Privacy. (arXiv:2308.02031v1 [cs.CY])
cs.CR updates on arXiv.org arxiv.org
Neuro-Symbolic Artificial Intelligence (AI) is an emerging and quickly
advancing field that combines the subsymbolic strengths of (deep) neural
networks and explicit, symbolic knowledge contained in knowledge graphs to
enhance explainability and safety in AI systems. This approach addresses a key
criticism of current generation systems, namely their inability to generate
human-understandable explanations for their outcomes and ensure safe behaviors,
especially in scenarios with \textit{unknown unknowns} (e.g. cybersecurity,
privacy). The integration of neural networks, which excel at exploring complex
data …
addresses artificial artificial intelligence current cybersecurity emerging explicit graphs intelligence key knowledge networks neural networks neuro privacy quickly safety systems