AI-powered Offensive Security Engineer & Founder Focused on building Autonomous Red Teaming Systems using LLMs and multi-agent architectures.

• 🧠 AI + Cybersecurity convergence
• 🛠️ Offensive security automation (LLM-based)
• 🏴‍☠️ Exploit generation & attack simulation
• 🚀 Founder of PurpleAILAB

🔗 GitHub Repository

• Built a professional autonomous red teaming system, not a scanner-based tool

• Executes full attack lifecycle:

  • Reconnaissance → Exploitation → Privilege Escalation → Lateral Movement → C2

• Generates OPPLAN, RoE, and MITRE ATT&CK-based attack strategies

• Uses multi-agent architecture (LangGraph-based)

• Realistic attack chain execution, not checklist scanning
• Interactive offensive tooling (tmux-based execution environment)
• Sandbox-isolated attack infrastructure
• Supports multiple LLM providers & local models

🔗 Research Findings

• Developed an AI agent for autonomous vulnerability discovery

• Focused on:

  • Web applications
  • Smart Contracts (Web3)

• Designed for:

  • Bug bounty
  • Audit contests
  • Real-world exploit research

• Discovered vulnerability in Cantina Bug Bounty Program
• Demonstrated rounding accumulation vulnerability analysis
• Applied LLM-based reasoning to real exploit scenarios

• 2016.11.04 | 2nd Place - Global Innovator Festa (GIF) Ideathon
• 2017.10.28 | Finalist - National High School SW Club Competition
• 2022.10.28 | Encouragement Award - Global Innovator Festa
• 2022.09.31 | Encouragement Award - Public Data Utilization Challenge

• Developed AI-based malware detection models
• Studied ML & adversarial techniques
• Conducted LLM-based malware analysis automation

🔗 GitHub

• Team Representative

• Specialized in Web / System Hacking / Cloud Security

• Built NLP-based exploit automation system

• Presented at CISC-S'24

🔗 GitHub

• Digital forensics & attack analysis
• LLM-based attack simulation

• Focused on AI-based security product development

• 🥇 Grand Prix 1st Place (Startup Track)

• Built Sapiens: Autonomous Vulnerability Detection Agent
• Extended into real-world bug bounty research (Vigilo)

• Building Decepticon (Autonomous Red Team System)
• Researching AI-driven offensive security automation
• Developing multi-agent attack workflows

Automating cybersecurity offensive operations → Toward continuous autonomous red teaming

• Autonomous Red Teaming (AI Agents)
• Offensive Security Automation using LLMs
• AI-driven Exploit Generation
• Web & Smart Contract Security
• Real-world Vulnerability Research