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Python for OSINT Automation: Building Monitoring Tools for Continuous Intelligence Gathering

by Bradley Fray
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₹3,233.00
Original price ₹3,233.00
Original price ₹3,233.00
₹3,233.00
Current price ₹3,233.00

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Book cover type: Paperback
  • ISBN13: 9798259205093
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Independently Published
  • Publisher Imprint: Independently Published
  • Publication Date:
  • Pages: 232
  • Original Price: USD 29.99
  • Language: English
  • Edition: N/A
  • Item Weight: 549 grams
  • BISAC Subject(s): Security / Network Security

Most Python OSINT books hand you isolated code snippets and call it a system. This book builds the real thing: a production-grade monitoring pipeline that watches domains, social platforms, paste sites, and dark web forums continuously - alerting you when something changes before you had time to manually check.

Python for OSINT Automation is a practitioner's guide to moving from ad-hoc collection scripts to always-on intelligence systems. Every chapter delivers a deployable Python tool built on the CAMAP framework (Collect, Analyze, Monitor, Alert, Pipeline) - the architectural pattern that separates a working script from a monitoring system that recovers from failures, deduplicates findings, scores alerts by priority, and runs unattended on a remote server.

What you will build: automated WHOIS, DNS, and Certificate Transparency monitoring that catches new subdomains within minutes of issuance; social media bots that track keyword and entity mentions across Reddit, Twitter/X, and Telegram; paste site watchers that surface credential dumps hours before breach notification services; dark web forum scrapers routed through Tor with proper circuit management; document metadata extractors that surface EXIF geolocation, authorship signals, and organizational fingerprints; and a real-time alerting system with priority scoring, daily digest generation, and Slack/Telegram/email dispatch.

The final three chapters complete the operational picture: APScheduler and Celery for multi-interval job orchestration, Docker containerization and VPS deployment, and LLM-based summarization with entity resolution for converting raw findings into structured intelligence reports.

Who this is for: cybersecurity professionals, threat intelligence practitioners, and OSINT analysts who already know Python basics and want to replace manual workflows with systems that never stop watching.

What makes this different: competitor books cover API lookups and one-shot scripts. This book covers the layer they skip - state persistence, change detection, deduplication, scheduled orchestration, and the production deployment that makes a monitoring capability genuinely continuous.

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