AI Security
Identity Anomaly Detection
Behavioural analytics learns what normal looks like for users, accounts and machines — and highlights what does not fit.
Overview
What is Identity Anomaly Detection?
Identity anomaly detection uses User and Entity Behaviour Analytics (UEBA) and machine learning to identify unusual sign-ins, impossible travel, abnormal data access, rare privilege use and non-human identities behaving out of pattern, feeding prioritized alerts into investigation.
Why it matters
When organizations need it
These are common signs that an organization would benefit from Identity Anomaly Detection.
Signs you need it
- Compromised accounts detected late
- Too many rule-based alerts to investigate
- Privileged activity rarely analyzed
- Service accounts behaving unexpectedly
Capabilities
Key capabilities
-
Behavioural baselines
Peer-group and individual baselines.
-
Anomaly models
Detection of unusual access and privilege use.
-
Alert prioritization
Risk-scored, enriched alerts.
-
SOC integration
Investigation workflows and playbooks.
Scope
What you receive
- Use-case design
- Model and threshold configuration
- Alert triage guide
- Tuning reports
Our approach
How CoreIAM helps
We focus on explainable anomalies that analysts can act on, not black-box scores.
Engagement
Engagement approach
-
Inventory
Map AI use cases, data flows and owners.
-
Assess
Evaluate risks and existing controls.
-
Secure
Implement governance, technical and identity controls.
-
Monitor
Track usage, access and emerging threats.
Related
Related services
-
AI Security
Secure AI adoption — from AI governance and LLM application security to identity for AI agents.
-
AI Security Governance
Clear ownership, decision rights and guardrails for secure AI adoption.
-
AI Risk Assessment
Understand the security and data risks of each AI use case before it goes live.
-
AI Security Policies & Controls
Practical AI policies and technical controls people can follow.
Discuss Identity Anomaly Detection with our specialists
Tell us about your environment and objectives, and we will recommend the right scope and approach.