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Intro

Cyber Threats Are Everywhere

Analyze Cyber Threat using System Auditing

Previous Approaches using Audit Records

Recommendation as a Similar Problem

Recommendation-guided Cyber Threat Analysis

Knowledge Graph Builder (cont.)

First-order Connectivity Modeling

Higher-order Connectivity Modeling

Learning to Cyber Threat Analysis

Evaluation

Effectiveness in Cyber Threat Detection

Study of Recommendation-guided Analysis

System Efficiency

Conclusion

Description:

Explore a novel approach to cyber threat analysis in this 21-minute IEEE conference talk. Delve into the ShadeWatcher system, which utilizes recommendation-guided techniques and system audit records to enhance threat detection. Learn about knowledge graph building, connectivity modeling, and machine learning applications in cybersecurity. Examine the effectiveness and efficiency of this innovative method through comprehensive evaluations and case studies.

ShadeWatcher: Recommendation-Guided Cyber Threat Analysis Using System Audit Records

IEEE

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#Information Security (InfoSec) #Cybersecurity #Computer Science #Machine Learning #Recommendation Systems #Artificial Intelligence #Knowledge Graphs

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