Cybersecurity Threat Detection

Use AI to detect and respond to cybersecurity threats for improved risk management.

Business impact

• Operational uptime — Minimizes downtime by early detection and prevention of cyber incidents
• Risk mitigation effectiveness — Improves identification and management of cybersecurity risks reducing exposure
• Incident response time — Accelerates detection and containment of threats to limit damage
• Compliance adherence — Supports meeting regulatory requirements through continuous monitoring and reporting
• Gross margin — Reduces financial losses from cyberattacks, improving profitability
• Customer retention — Builds trust by protecting sensitive data and ensuring service reliability
• Time to authenticate — Speeds up secure user authentication reducing friction and operational delays

Data requirements

• Network traffic logs (Numeric) — Analyze patterns to detect anomalies indicating cyber threats
• System event logs (Structured) — Provide detailed records for identifying suspicious activities
• User behavior data (Numeric) — Profile normal behavior to detect deviations signaling insider threats
• Threat intelligence feeds (Text) — Ingest real-time external threat data to update detection models
• Authentication logs (Structured) — Monitor access attempts to identify unauthorized or risky logins
• Email content and metadata (Text) — Detect phishing and social engineering attacks through content analysis

AI methods and techniques

• Predictive AI — Forecast potential cyber threats based on historical and real-time data patterns
• Generative AI — Simulate attack scenarios and generate phishing detection models
• Agentic AI — Automate threat hunting and response actions with minimal human intervention
• Symbolic AI — Apply rule-based reasoning for compliance checks and policy enforcement

AI models and model families

GPT-4o, Claude, Llama, Deep Autoencoders, all-mpnet-base-v2

Industries

Real-world evidence

3 documented case studies on record.

Companies using this: BIO International Inc, Censinet, M.