Insider Threat Detection

User & Entity Behavior Analytics

Detect Insider Threats Before Damage

Automatic baseline learning and anomaly detection to identify insider threats and compromised accounts. Reduce detection time from 277 days to minutes with behavioral analytics.

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The Problem

Challenges that organizations face without proper solutions

Insider Threats Are #1 Concern

Insider threats have surpassed external attacks as the primary security concern, yet most organizations lack detection capabilities.

277 Days Average Detection Time

Insider threats go undetected for nearly a year on average, causing massive damage before discovery.

$15.4M Average Incident Cost

The average cost of an insider threat incident continues to rise, with data exfiltration and fraud causing the most damage.

Existing Solutions Are Too Complex

Traditional UEBA deployments take 3-6 months, require expensive specialists, and generate overwhelming false positives.

Key Capabilities

How AIRadars User & Entity Behavior Analytics solves these challenges

Multi-Source Ingestion

Ingest logs from Windows, Linux, Active Directory, cloud identity providers, network devices, and applications.

Automatic Baseline Learning

Behavioral baselines are learned automatically over 7-14 days with no manual configuration required.

Anomaly Detection

Statistical analysis detects unusual login times, impossible travel, data exfiltration, and privilege abuse.

Peer Group Analysis

Compare user behavior against role and department peers for context-aware alerting.

Dynamic Risk Scoring

Real-time risk scores (0-100) based on anomaly count, severity, recency, and historical incidents.

Alert Workflow

Investigate, acknowledge, and resolve alerts with feedback loops that reduce false positives over time.

How It Works

Step-by-step implementation flow

Connect Sources

Configure log sources via syslog, Windows Event Forwarding, API polling, or agent collection.

Normalize Events

Events are normalized to a common schema and enriched with user, device, and location context.

Learn Baselines

Behavioral baselines are automatically established over 7-14 days per user and entity.

Detect Anomalies

Real-time analysis identifies deviations from normal behavior patterns with statistical methods.

Alert & Investigate

High-risk anomalies generate alerts. Analysts investigate with user timelines and entity correlation.

Key Benefits

Measurable outcomes and business value

10,000+

Events per minute ingestion

<1 min

Anomaly detection latency

<5%

Target false positive rate

7-14 days

Baseline stabilization time

Use Cases

Real-world scenarios and applications

Enterprise

Insider Threat Detection

Identify malicious insiders, negligent employees, and compromised credentials through behavioral analysis.

IT Security

Privileged User Monitoring

Track administrator and privileged account activity with enhanced scrutiny and lower thresholds.

Intellectual Property

Data Exfiltration Prevention

Detect unusual data access patterns, bulk downloads, and transfers to external destinations.

Identity Security

Compromised Account Detection

Identify account takeovers through impossible travel, new device logins, and behavioral changes.

Ready to Get Started with User & Entity Behavior Analytics?

Schedule a demo to see how AIRadars can transform your security operations with on-premise AI.

Request Demo Contact Sales