PII & Phishing Detection System
Automation-driven real-time PII leak & phishing URL detection.
PythonAutomationSecurity
Overview
End-to-end detection pipeline that flags sensitive PII exposure and malicious/phishing URLs in real time across data streams.
Key Features
- Streaming ingestion with rule + ML-based detection
- URL reputation checks and sandbox verification
- Alerting to Slack/Email with risk scoring
Tech Stack
PythonFastAPIRedisCeleryPostgreSQL
Challenges
- Balancing precision/recall to reduce false positives
- Scaling URL checks under burst traffic
Outcomes
- Reduced mean time-to-detect by ~42%
- Operationalized playbooks lowered false positives by ~18%