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