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🤖 PwnAI: Introduction to Hacking AI

Welcome to the official repo for PwnAI: Introduction to Hacking AI hosted by GDSC APU! 🔒🚀
This hands-on workshop explores the emerging field of AI evasion attacks, targeting image classifiers and LLMs (Large Language Models).


📅 Workshop Details

Date: 1st June 2024 (Saturday)
Time: 11:00 AM – 2:00 PM (MYT)
Venue: APU Campus & Online (GDSC Bevy)
Audience: Open to all – from beginners to seasoned tech enthusiasts!
Live Demo: PwnAI Live Demo


🚀 Workshop Agenda

  1. Introduction to AI Security & Threat Models
  2. White-Box Attacks on Image Classifiers
  3. Black-Box Attacks on LLMs
  4. Live Demonstrations & Challenges
  5. Q&A + Badge Distribution

🧪 Labs & Challenges

Lab Title Description Link
🧪 Lab 1 White-Box Attack on Image Classifier Explore evasion techniques on image classifiers View Lab 1
💬 Lab 2 White-Box Attack on Image Classifier Explore evasion techniques on image classifiers View Lab 2

👥 Speakers & Hosts

  • Chai Cheng Xun – Cybersecurity Co-Lead, GDSC APU (Main Speaker)
  • Tan Wai Kaey – Cybersecurity Lead, GDSC APU (Assistant & Support)

📜 License

MIT License – Fork it, share it, remix it with attribution. Ethical use only.


🎉 We’re excited to see you at PwnAI! Let’s hack some AIs — ethically.

About

Hands-on AI security workshop by GDSC Asia Pacific University – explore the fundamentals of attacking machine learning systems through white-box and black-box techniques. Learn to evade image classifiers and manipulate LLM behavior using real-world tools and methods.

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