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This repository is designed for academic research and authorized security analysis of bot detection mechanisms in controlled environments that comply with all applicable laws and institutional ethics guidelines.
This repository contains educational materials for security researchers studying bot detection systems and fingerprinting methodologies in authorized testing environments. The research focuses on understanding Akamai Bot Manager mechanisms for academic and security education purposes.
- akamai-bm.js - Deobfuscated Akamai Bot Manager code for educational analysis
- Playwright integration - Educational framework for browser automation research
- Fingerprinting analysis - Academic study of detection mechanisms
- Bot detection studies for understanding anti-automation techniques
- Fingerprinting methodology research for security education
- Browser automation analysis for academic purposes
- TLS fingerprinting studies for educational frameworks
- Security mechanism analysis for research institutions
The repository demonstrates educational approaches to:
- Static analysis of bot detection mechanisms
- Understanding fingerprinting collection techniques
- Browser automation in controlled research environments
- Educational analysis of anti-bot systems
- Academic study of web security implementations
- playwright - Browser automation for authorized testing
- prettier - Code formatting for research documentation
# For educational analysis only in authorized environments
npm install
# Follow institutional guidelines for research setupThis research framework is valuable for:
- Security education - Understanding bot detection and prevention mechanisms
- Web security research - Analyzing fingerprinting and detection techniques
- Browser automation studies - Educational browser automation methodologies
- Defensive programming education - Teaching anti-automation concepts
- Cybersecurity curriculum - Educational materials for academic institutions
- Only use in controlled testing environments
- Ensure proper institutional approval before conducting research
- Comply with all applicable laws and regulations
- Respect terms of service of all systems
- Follow ethical research guidelines
- Obtain explicit authorization for any testing activities
- TLS fingerprinting detection requires careful consideration in research design
- Browser-based approaches are recommended for authentic research environments
- Educational analysis should focus on understanding defensive mechanisms
By using this repository, you acknowledge compliance with the complete disclaimer and accept full responsibility for lawful use.
All research materials are intended for educational and authorized testing purposes only in compliance with applicable laws and institutional guidelines.