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Detecting Intrusions using Policies, Context, and Reasoning 1. Detect potential new vulnerabilities from (Dark) Web descriptions, blogs, tweets, and discussions, extract information and map to
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Classroom Contents
AI and Cybersecurity - The Twain Shall Meet
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- 1 Intro
- 2 UMBO Advanced Persistent Threats AR - Long & Multi-step Process - Different vulnerabilities exploited - APT37 (REAPER)
- 3 UMBO AI for Cybersecurity: TLDR Version . Most IDS systems are point-based & driven by known signatures . Our system maps multiple traditional and novel sensors to a common ontology
- 4 Detecting Intrusions using Policies, Context, and Reasoning 1. Detect potential new vulnerabilities from (Dark) Web descriptions, blogs, tweets, and discussions, extract information and map to
- 5 UMBO What does that mean? Deductive Reasoning Can you represent "rules" in an Analyst's brain, and reason over them with facts ? - Background knowledge/Intelligence - New Vulnerabilities have been di…
- 6 Why can't we use an NLP toolkit out of the box
- 7 Tracking vulnerability inheritance during development Software supply chain attacks!
- 8 Multi-lingual Threat Intelligence
