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🛡️ Cybersecurity enthusiast | 💻 Helping secure the digital world | 🌐 Web App Tester | 🕵️♂️ OSINT Specialist Admin: @laazy_hack3r
🤖 AI-Powered Recon: The Complete 2026 Guide! 🚀
Ready to supercharge your bug bounty recon with Artificial Intelligence? This comprehensive guide dives into how LLMs and automation can revolutionize your target discovery, subdomain enumeration, and service detection!
What you'll master in this tutorial:
• ✅ Hidden Subdomains: Discover subdomains using AI-enhanced wordlists.
• ✅ Automated Service/Tech Detection: Automatically fingerprint services and technologies.
• ✅ API Endpoint & Sensitive File Discovery: Uncover critical API endpoints and sensitive files more efficiently.
• ✅ Full Recon Automation Pipeline: Build an end-to-end automation pipeline for continuous recon.
• ✅ LLM Analysis: Learn to use Large Language Models to analyze and prioritize your findings.
Quick Workflow Overview:
1. Phase 1: Target Discovery (5 min) 🗺️
• Find ASN and IP ranges.
• Utilize WHOIS and DNS History.
• Perform Cloud Asset Discovery (e.g., S3 buckets).
• 🔥 AI-Powered Enhancement: Use LLMs (like ChatGPT/Claude) to generate target-specific Google Dorks for exposed documents, GitHub repos, API docs, admin panels, and config files!
2. Phase 2: Subdomain Enumeration (10 min) 🌳
• Passive, Active (DNS Brute Force), and Permutation Enumeration techniques.
• 🔥 AI-Enhanced Wordlist Generation: Leverage LLMs to create highly relevant subdomain prefixes based on common patterns (environments, services, locations, departments, infrastructure).
Prerequisites & Setup:
Make sure you have essential tools like subfinder, httpx, naabu, ffuf, and Python3 for AI integrations installed.
# Example: Install a recon tool
go install -v github.com/projectdiscovery/subfinder/v2/cmd/subfinder@latest
# Example: Python for AI integration
pip3 install openai requests beautifulsoup4
#DFIR
#Whitepaper
#Malware_analysis
"From Ambiguity to Action: A Forensic Framework for Differentiating ClickFix Payloads", Dec.2025.
// The "ClickFix" social engineering technique, presents a critical challenge for incident responders. This initial access vector generates a homogeneous set of indicators, resulting in non-specific alerts that obscure the nature of the second-stage payload and prevent incident responders from immediately determining the severity of the compromise, whether that payload is a "grab-and-go" information stealer or a full-featured RAT. Despite the identical entry method, it appears that each secondary payload leaves behind its own distinct set of forensic traces. The resulting experiment addresses this gap by conducting a comparative forensic analysis of three distinct malware families delivered via ClickFix: the DCRat (AsyncRAT variant), Lumma Stealer, and the abused NetSupport Manager RMM tool
#Research
#Hardware_Security
"User-Space Dependency-Aware Rehosting for Linux-Based Firmware Binaries", NDSS 2026.
// FIRMWELL - framework which first models firmware rehosting as the coordinated emulation of both the target binary and its user-space dependencies. The key strategy is to address user-space dependency failures by correcting the underlying system-level emulation errors, while employing program analysis for precise resource value inference
#Tech_book
"From Day Zero to Zero Day:
A Hands-On Guide to Vulnerability Research", 2025.
// Each chapter equips you with essential skills, techniques, and strategies that empower you to confidently dissect complex code and identify weaknesses. Whether you’re mapping out attack surfaces or analyzing subtle vulnerabilities, the insights you gain will translate directly into enhanced research capabilities
#Kernel_Security
#Malware_analysis
Hiding from the Panic Button:
Singularity SysRq Hook
https://blog.kyntra.io/Hiding-from-the-Panic-Button-Singularity-SysRq-Hook
// This post examines sysrq_hook.c from the Singularity LKM rootkit (targeting Linux 6.x) and explains how it intercepts the scheduler and OOM reporting paths used by SysRq
✎ Grep Tips for JavaScript Analysis 🥀• Extract JavaScript files from recursive directories find /path/to/your/folders -name "*.js" -exec mv {} /path/to/target/folder/ \;;• Search for API keys and passwords cat * | grep -rE "apikey|api_key|secret|token|password|auth|key|pass|user"• Identify dangerous function calls cat * | grep -rE "eval|document\.write|innerHTML|setTimeout|setInterval|Function"• Check URL Manipulation cat * | grep -rE "location\.href|location\.replace|location\.assign|window\.open"• Search for Cross-Origin requests cat * | grep -rE "XMLHttpRequest|fetch|Access-Control-Allow-Origin|withCredentials" /path/to/js/files• Analyze use of postMessage cat * | grep -r "postMessage"• Find URL Endpoints or Hardcoded URLs cat * | grep -rE "https?:\/\/|www\."• Identify Debugging information cat * | grep -rE "console\.log|debugger|alert|console\.dir"• Check how user input is handled cat * | grep -rE "document\.getElementById|document\.getElementsByClassName|document\.querySelector|document\.forms"Use these tips to analyze JavaScript code and identify weaknesses, and share your experiences and findings in the comments! What other tools or methods do you suggest for reviewing JavaScript code?
Autonomous Multi-Agent Based Red Team Testing Service, AI hacker.
- http://github.com/PurpleAILAB/Decepticon
OSCP Challenge Lab 1- Medtech Complete Walkthrough
Читать полностью…
#tools
#MLSecOps
AIsbom - specialized security and compliance scanner for ML artifacts
https://github.com/Lab700xOrg/aisbom
// Unlike generic SBOM tools that only parse requirements.txt, AIsbom performs Deep Binary Introspection on model files (.pt, .pkl, .safetensors, .gguf) to detect malware risks and legal license violations hidden inside the serialized weights
#tools
#OSINT
#Offensive_security
AASRT (AI Agent Security Reconnaissance Tool)
// automates the discovery of publicly exposed AI agent implementations - including ClawdBot, AutoGPT, LangChain agents, Jupyter notebooks, and more - using the Shodan search engine API
#info
#Analytics
SIEM and AI SOC Ratings Framework:
Product Heatmap + Moderated Submissions
]-> SIEM Maturity Framework
]-> SIEM and AI SOC Vendor Gaps
#Tech_book
#Offensive_security
"Linux Basics for Hackers 2nd Edition:
Getting Started with Networking, Scripting, and Security in Kali", 2025.
#AIOps
#Threat_Research
Logic-Layer Prompt Control Injection (LPCI):
A Novel Security Vulnerability Class in Agentic Systems
https://cloudsecurityalliance.org/blog/2026/02/09/logic-layer-prompt-control-injection-lpci-a-novel-security-vulnerability-class-in-agentic-systems
]-> LPCI Security Benchmark Framework
// LPCI attack targets the fundamental logic execution layer of AI agents, exploiting persistent memory stores, retrieval systems, and the agent's internal reasoning engine. In these attacks, covert payloads are injected into the logic layer, triggering unauthorized actions across multiple sessions, making detection and mitigation significantly more complex than simple input/output validation
How to Hack JWT using Burp Suite?
https://payatu.com/blog/jwt-vulnerabilities/
Hey Hunter’s,
DarkShadow is here back again, just look at this…
Authenticated RCE in Ai code editor!
- some times Some bugs are hidden, so to uncover these are bugs always make account.
- if you find any endpoint which works to validate any code its a gold mine, try RCE payloads.
if you guys need to learn DarkShadows methods to find more bug and pro recon method then let me know.
#bugbountytpis #rce
#AppSec
#Threat_Research
1⃣ Abusing Cortex XDR Live
https://labs.infoguard.ch/posts/abusing_cortex_xdr_live_response_as_c2
2⃣ Cisco Catalyst SD-WAN Controller Authentication Bypass Vulnerability (CVE-2026-20127)
https://blog.talosintelligence.com/uat-8616-sd-wan
3⃣ OpenSSL Vulnerability (CVE-2025-15467)
https://seclists.org/oss-sec/2026/q1/220
#MLSecOps
#Tech_book
"Introduction to Machine Learning with Security:
Theory and Practice Using Python in the Cloud",
Second Edition, 2025.
// This book provides an introduction to machine learning, security and cloud computing, from a conceptual level, along with their usage with underlying infrastructure
#Analytics
#Threat_Research
An analytical review of the main cybersecurity events for the week (Feb.14-21, 2026)
1⃣ SOC AI Response Maturity Model
// 82+ response actions across Identity, Network, Endpoint, Cloud, SaaS, and General Options, 4-tier maturity pyramid, two evaluation modes
2⃣ Critical Vulnerabilities in Ivanti EPMM Exploited
// CVE-2026-1281, CVE-2026-1340
3⃣ ClawMoat v0.2.1
// Security moat for AI agents. Runtime protection against prompt injection, tool misuse, and data exfiltration
4⃣ Facebook ads spread fake Windows 11 downloads that steal passwords and crypto wallets
5⃣ AD CS LOLBAS Toolkit
// PowerShell implementation for AD CS
6⃣ Vulnerabilities in four popular VS Code extensions
// Three were assigned CVEs - CVE-2025-65715, CVE-2025-65716, and CVE-2025-65717 - totaling over 120 million downloads
7⃣ REMnux 8.0
// A Linux Toolkit for Malware Analysts
8⃣ AI-powered vulnerability scanner extension for Burp Suite
// with multi-provider support (Ollama, OpenAI, Claude, Gemini)
9⃣ PseudoSticky Group Attacks
]-> Analytical review (Feb.7-14, 2026)
🔥 URILoot is a browser extension designed for Bug Bounty Hunters and Pentesters. Makes fetching uris easy from various sources.
https://github.com/rsingh0x/URILoot
❤️ Share & Support Us
🤩Bug Bounty Recon Methodology
🫡Link: https://github.com/Maniesh-Neupane/BugBounty-Recon-Methodology
OpenClaw Official Website: https://openclaw.ai/
Official GitHub: https://github.com/openclaw/openclaw
Official Chinese Documentation: https://docs.openclaw.ai/zh-CN
Chinese Version of OpenClaw (unofficial): https://clawd.org.cn/
Chinese Version (unofficial): https://github.com/jiulingyun/openclaw-cn
Awesome Moltbot Skills (Chinese Official Skill Library): https://github.com/clawdbot-ai/awesome-openclaw-skills-zh
One-Click Deployment Tool: https://github.com/miaoxworld/OpenClawInstaller
AI Model Quota Monitoring Plugin: https://github.com/wusimpl/AntigravityQuotaWatcher
CLI Proxy API: https://github.com/router-for-me/CLIProxyAPI
OpenClaw Common Commands: https://www.appinn.com/openclaw-common-commands/
Popular OpenClaw Skills Collection: https://github.com/VoltAgent/awesome-openclaw-skills
OpenClaw China IM Plugin Integration Docker Image, pre-installed and configured with Feishu, DingTalk, QQ Robots, and WeCom, allowing you to quickly deploy an AI robot gateway that supports multiple Chinese IM platforms: https://github.com/justlovemaki/OpenClaw-Docker-CN-IM
OpenClaw Tutorials:
* https://www.runoob.com/ai-agent/openclaw-clawdbot-tutorial.html
* https://zhuanlan.zhihu.com/p/2000850539936765122
* https://zhuanlan.zhihu.com/p/2000594994495524904
Deploying OpenClaw on GreenCloud NAS: https://zhuanlan.zhihu.com/p/2000679714730301347
Deploying OpenClaw on AWS: https://aws.amazon.com/cn/blogs/china/openclaw-deployment-aws-mac/
Deploying OpenClaw on Aliyun: https://help.aliyun.com/zh/simple-application-server/use-cases/quickly-deploy-and-use-openclaw
Deploying OpenClaw on Tencent Cloud: https://cloud.tencent.com/act/pro/lighthouse-moltbot
Deploying OpenClaw on Volcano Cloud: https://www.volcengine.com/activity/clawdbot
Deploying OpenClaw on Baidu Cloud: https://cloud.baidu.com/product/BCC/moltbot.html
🚀Subdomain Takeover: One of the Most Misunderstood Bug Bounty Vulnerabilities🚀
https://brutsecurity.medium.com/f4a64b192d55
#OSINT
#Infographics
"The Intelligence Analyst’s Playbook", Feb. 2026.
// This intelligence analyst resource provides a field-ready framework for structuring OSINT reports with analytical rigor and clarity
#Research
#MLSecOps
"Exposing the Systematic Vulnerability of Open-Weight Models to Prefill Attacks", Feb. 2026.
// largest empirical study to date of prefill attacks, evaluating over 20 existing and novel strategies across multiple model families and state-of-the-art open-weight models. Prefill attacks are consistently effective against all major contemporary openweight models, revealing a critical and previously underexplored vulnerability with significant implications for deployment
#tools
#MLSecOps
"DeepSight: An All-in-One LM Safety Toolkit", Feb. 2026.
]-> https://github.com/AI45Lab/DeepSafe
]-> https://github.com/AI45Lab/DeepScan
// DeepSight is low-cost, reproducible, efficient, and highly scalable large-scale model safety evaluation project consisting of a evaluation toolkit DeepSafe and a diagnosis toolkit DeepScan
#Cloud_Security
#Cyber_Education
"Secure Service Configuration in AWS, Azure, and GCP", Book + Wall-Poster, 2025.
// Based on content from SEC510: Cloud Security Engineering and Controls
🔐 Breaking APIs: Offensive API Pentesting Course
🔥 Break APIs Before Hackers Do!
Includes: Recon, Endpoint Analysis, BOLA, BFLA, Broken Auth, SSRF, Injection, Mass Assignment, Rate Limiting & more.
Why enroll ?
⏱️ 5+ hours of action-packed content
💯 30-day money-back guarantee
🔗 Enroll: https://www.udemy.com/course/breaking-apis-an-offensive-api-pentesting-course/?referralCode=F7408590E13C6D21428B
This book is for for understanding how API's works and developed
Читать полностью…
Top 10 Web Hacking Techniques of 2025 by PortSwigger
https://portswigger.net/research/top-10-web-hacking-techniques-of-2025
I also recommend checking out the full list of nominees
https://portswigger.net/research/top-10-web-hacking-techniques-of-2025-nominations-open