Definition #
AI systems discovering novel attack patterns.
Key Characteristics #
- Clustering
- Autoencoder
- Dimensionality
- Adaptive
Why It Matters #
Finds 40% more threats (Darktrace).
Common Use Cases #
- Network intrusion
- Manufacturing
- Financial
Examples #
- Splunk UBA
- IBM QRadar
- Vectra
FAQs #
Q: False positives?
A: <5% through ensemble methods.
Q: Cloud support?
A: Native AWS/GCP/Azure integrations.