Can Risk-Based Alerting Mitigate Cybersecurity Alert Fatigue?
The episode discusses the paper "Can Risk-Based Alerting Mitigate Cybersecurity Alert Fatigue?" which addresses analyst burnout caused by excessive false alarms. The research proposes a shift from binary alerts to a continuous prioritization system using 'risk hypotheses.'The study demonstrated high performance (AUROC mean of 0.92) and low computational cost, suggesting RBA is a powerful tool for improving efficiency in cybersecurity.