Anomaly Detection For Cybersecurity
class2=IT-Security, Monday, December 30th, 2024
I won't revisit the arguments for anomaly detection as a crucial piece of cybersecurity. We've seen waves of anomaly detection over the years - and CISA, DARPA, Gartner, and others have explained the value of anomaly detection.
As rules-based detections show their age and attackers adopt AI to accelerate their innovation, anomaly detection is more needed than ever.
However - traditional anomaly detection has been caught in a Sisyphean cycle: build multiple bespoke models for each account, tune endlessly, and still face diminishing returns as threats and the operating environment evolve.