Threat Detection

Vaikora analyzes every request and response through pattern matching, ML classification, semantic analysis, and heuristic rules. Threats are detected and actioned in real-time across nine distinct categories.

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Detection Architecture

Multi-layered detection combines transformer-based ML classification trained on 1M+ adversarial examples, semantic analysis, and heuristic pattern matching to identify threats across all traffic.

Threat Categories

Vaikora detects prompt injection, jailbreak attempts, PII exposure, data exfiltration, and toxicity or harmful content in both requests and responses.

Threat Response Actions

Detected threats trigger configurable response actions including request blocking, response filtering, logging, alerts, and custom webhooks to enforce your security posture.

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