Laraib Sarmad

OSINT Collection Tools

Comprehensive suite of tools for collecting, analyzing, and correlating open-source intelligence for advanced threat research and attribution.

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20+
Data Sources
Integrated OSINT sources
10M+
Collection Speed
Records processed daily
95%
Accuracy Rate
Entity recognition accuracy
80%
Time Savings
Reduction in manual research time

Core Components

Modular architecture enabling comprehensive OSINT collection and analysis capabilities.

Data Collection Engine
Automated collection from multiple OSINT sources with intelligent rate limiting
  • 20+ integrated OSINT sources (Shodan, VirusTotal, etc.)
  • Intelligent rate limiting and API management
  • Automated data normalization and enrichment
  • Real-time collection monitoring and alerting
Entity Recognition System
Advanced NLP and ML for identifying and categorizing threat entities
  • Named Entity Recognition (NER) for threat actors
  • IOC extraction from unstructured text
  • Malware family classification
  • Campaign attribution and clustering
Relationship Mapping
Graph-based analysis for understanding threat actor relationships
  • Dynamic graph generation and visualization
  • Relationship strength scoring
  • Temporal analysis of connections
  • Interactive exploration interface
Intelligence Fusion
Correlation and analysis engine for actionable intelligence
  • Multi-source data correlation
  • Confidence scoring algorithms
  • Automated report generation
  • Integration with threat intelligence platforms

Integrated Data Sources

Comprehensive coverage across multiple intelligence domains for complete threat landscape visibility.

Search Engines & Databases
Internet-connected device and service discovery
Shodan
Censys
ZoomEye
BinaryEdge
Fofa
Threat Intelligence Feeds
Malware analysis and reputation data
VirusTotal
Hybrid Analysis
URLVoid
AbuseIPDB
ThreatCrowd
Social Media & Forums
Social intelligence and underground forums
Twitter API
Reddit
Telegram
Discord
Paste Sites
Domain & Network Intel
Domain registration and DNS intelligence
WhoisXML
PassiveTotal
SecurityTrails
DNSlytics
Robtex
Code Repositories
Code analysis and leaked credentials
GitHub
GitLab
Pastebin
SourceForge
BitBucket

Analysis Capabilities

Advanced analytical techniques for extracting actionable intelligence from collected data.

Threat Actor Profiling
Comprehensive profiling of threat actors and groups
  • Attribution analysis using TTPs
  • Infrastructure overlap detection
  • Timeline reconstruction
  • Motivation and capability assessment
Campaign Tracking
End-to-end tracking of threat campaigns
  • IOC clustering and correlation
  • Victim pattern analysis
  • Attack vector identification
  • Evolution tracking over time
Infrastructure Analysis
Deep analysis of threat actor infrastructure
  • Domain and IP relationship mapping
  • Hosting provider analysis
  • Certificate transparency monitoring
  • Passive DNS analysis

Collection Workflow

Automated workflow from data collection to actionable intelligence delivery.

Collection

Automated data gathering from 20+ OSINT sources

Processing

Entity recognition and data normalization

Analysis

Relationship mapping and correlation analysis

Intelligence

Actionable threat intelligence delivery

Technologies & Frameworks

Built with cutting-edge technologies for scalable and efficient OSINT operations.

Python
Scrapy
BeautifulSoup
Selenium
spaCy
NetworkX
Neo4j
ElasticSearch
Redis
Docker
Kubernetes
Apache Kafka

Ready to Enhance Your OSINT Capabilities?

Transform your threat intelligence operations with automated OSINT collection, advanced analytics, and comprehensive threat actor profiling.

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