Security insights

    Domain

    • IoT security

    Problem

    • Device centric threat modeling to detect security threats
    • Use the threat model to prevent attacks

    Challenges/Approach

    • Collect data from the edge into cloud for analysis
    • Build a threat model based on various traffic patterns
    • Analyze in real-time to detect traffic anomalies
    • Derive actionable insights on possible threats
    • Apply policies on edge traffic based on insights

    Solution

    • Unified data ingest platform
    • Threat detection model
    • Real time threat detection
    • Real time reports
    • Cloud based multi-tenant deployment

    Technology

    • Analytics components: Kafka, Spark, HDFS, Elastic search
    • Algorithms : Proximity search, Multi-dimensional generalization
    • Cloud provider :  AWS

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