Memgraph
Whitepaper

Cybersecurity & AI: Why GraphRAG Is The Missing Context

LLMs alone aren’t enough for cyber defense. Explore how GraphRAG powers natural language querying, attack path tracing, and real-time security insights.

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What's covered

  • The evolution of cybersecurity threats and the rise of AI.
  • The critical role of context in cybersecurity and how knowledge graphs provide it.
  • Practical use cases, including summarizing exploitable attack paths and generating threat reports.
  • A practical guide to deploying and optimizing graph-based security workloads.
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