Modern Recon: How Hackers Use AI to Hunt Vulnerabilities Smarter
This comprehensive guide explores how AI and machine learning are revolutionizing vulnerability reconnaissance and security testing methodologies. **AI-Enhanced Recon Framework**: The article demonstrates integration of traditional tools (Amass, Subfinder, httpx, Nuclei) with Large Language Models for automated analysis, summarization, and payload generation. **Key AI Applications**: LLMs assist in rapid analysis of recon data, automated vulnerability prioritization, and generation of test payloads, reducing manual grunt work while preserving human creativity for exploitation logic. **Practical Implementation**: The author provides GitHub-style examples, code snippets, and LLM prompts that can be adapted for legitimate security research, including scripts for automated subdomain analysis and vulnerability scanning workflows. **Human-AI Collaboration**: The framework emphasizes that AI speeds up analysis and data processing but cannot replace human intuition for creative exploitation chaining and sophisticated attack vectors. **Ethical Guidelines**: The article maintains strict focus on authorized testing through proper scope, emphasizing use within bug bounty programs, penetration test engagements, and controlled lab environments. **Tool Integration**: Demonstrates how AI enhances traditional recon pipelines by automating data correlation, pattern recognition in recon results, and intelligent filtering of false positives, making researchers more efficient while maintaining security standards. **Tactical Advantage**: Shows how AI-assisted recon can process vast amounts of data faster, identify subtle patterns humans might miss, and provide researchers with actionable intelligence more rapidly than manual methods. #infosec #BugBounty #Cybersecurity #AIRecognition #SecurityAutomation #PenetrationTesting
https://osintteam.blog/modern-recon-how-hackers-use-ai-to-hunt-vulnerabilities-smarter-5a3cd87c3671?source=rss------bug_bounty-5

Advanced Guide to Penetration Testing in APIs (Part 1) OWASP Top 10 Mapping and Recognition Phases
This comprehensive guide details systematic API penetration testing methodologies focusing on OWASP API Security Top 10 vulnerabilities and reconnaissance techniques. The article covers critical API security weaknesses including broken object level authorization (BOLA), broken authentication, excessive data exposure, lack of resources and rate limiting, and broken function level authorization. The mapping phase involves systematically identifying API endpoints through reconnaissance using tools like subdirectory enumeration, parameter discovery, and API schema analysis. Key reconnaissance techniques include analyzing HTTP methods (GET, POST, PUT, DELETE), examining response headers, and mapping parameter structures to identify injection points. Defense evasion techniques are essential for bypassing security controls during testing, including modifying HTTP headers, using proxy chains, and employing obfuscation techniques. The guide emphasizes CVSS v3.1 scoring for prioritizing findings based on impact and exploitability. Critical vulnerabilities often found include SQL injection through API parameters, NoSQL injection in MongoDB-backed services, XXE attacks in XML APIs, mass assignment vulnerabilities, and API endpoint discovery exposing sensitive functions. The impact ranges from unauthorized data access, authentication bypass, to complete API compromise enabling data exfiltration and system takeover. Mitigation requires implementing robust API gateways with proper authentication/authorization (OAuth 2.0, JWT validation), input validation and sanitization, rate limiting and throttling, secure API design following OWASP guidelines, comprehensive logging and monitoring, and regular security testing integrated into the development lifecycle. #infosec #BugBounty #Cybersecurity #APISecurity #OWASP #PenetrationTesting
https://medium.com/meetcyber/advanced-guide-to-penetration-testing-in-apis-part-1-owasp-top-10-mapping-and-recognition-phases-83f96ccc222e?source=rss------bug_bounty-5

The bar for CHECK testers is higher now. Charterships, tighter reporting reviews, and further guidance are now written into the scheme.

In this blog post, Lewis Cradduck explains what the new requirements mean for CHECK team leaders and members, how UK Cyber Security Council titles map to roles, and what changes NCSC has made in the scheme.

📌Read here: https://www.pentestpartners.com/security-blog/what-testers-need-to-know-about-the-changes-to-the-check-scheme/

#CHECK #NCSC #penetrationtesting #cybersecurity #UKCSC #Chartership

Master Forensic-Evasion Techniques for Red Teamers: Actionable Tactics for Staying Undetected
This article provides comprehensive guidance on forensic evasion techniques for red team operations, focusing on how to maintain stealth during penetration testing and security assessments. The content emphasizes that successful red team operations require more than just initial access—the real challenge is staying undetected while performing reconnaissance, privilege escalation, and lateral movement. The article covers a range of tactics from basic log deletion to advanced evasion methods that counter modern security controls like SIEMs, EDR solutions, and live process monitoring. While positioned as educational content for red teamers, these techniques are essential knowledge for defenders to understand attacker tradecraft and implement appropriate countermeasures. The piece highlights the cat-and-mouse game between attackers and defenders, explaining why simple log deletion isn't sufficient and how sophisticated detection systems create multiple forensic artifacts. Key focus areas include evading endpoint detection, hiding command execution, manipulating system logs, and using various obfuscation techniques. The content serves as both a practical playbook for red teamers and an intelligence brief for blue teamers to enhance their detection capabilities. Understanding these evasion techniques is crucial for developing robust defensive strategies and recognizing stealthy attack patterns. #RedTeam #BlueTeam #Forensics #PenetrationTesting #InfoSec #ThreatHunting #SecurityControls #EvasionTechniques
https://medium.com/@verylazytech/master-forensic-evasion-techniques-for-red-teamers-actionable-tactics-for-staying-undetected-3123667b8f49?source=rss------bug_bounty-5