Insider Risk Scoring: Strategies to Enhance Fairness and Accuracy
Insider risk management programs face the challenge of cognitive and technical biases that can misidentify employees as threats while missing actual malicious actors. Dr. Frank Greitzer, Chief Behavioral Scientist at Cogility Software, discusses proven strategies to enhance fairness and accuracy in insider threat risk scoring while maintaining organizational security and employee trust.
This presentation provides practical approaches to:
- Identify and mitigate cognitive biases like confirmation bias, anchoring bias, and automation complacency that distort threat assessments
- Implement expert judgment-based risk modeling that improves decision accuracy across espionage, sabotage, data theft, and workplace violence scenarios
- Balance human expertise with AI tools to create more confident, transparent, and fair risk assessments
See firsthand how leading organizations are transforming their insider risk programs from reactive monitoring to proactive threat prevention.
*This is a recording of the presentation planned to be given at Nook 2025. (cancelled event)