DEF CON 33 - Conference Notes and Exploration

Analyzing DEF CON presentations through the lens of Guile Scheme - conference notes, session tools, and hacker culture exploration

Overview

This repository explores DEF CON 33 through Guile Scheme, documenting:

• Conference session notes and analysis
• Presentation content through a Scheme lens
• Hacker culture and community observations
• Technical demonstrations in functional programming
• Village activities and workshop notes
• Security research methodologies

Live Streaming & Resources

Current Streams (August 7-10, 2025)

• YouTube: @DEFCONConference/streams
• DEF CON TV: dctv.defcon.org
• Info Node: info.defcon.org

Check Live Streams

# Check for currently live DEF CON streams
./bin/check-live-streams.sh

LLM/AI Focus Sessions

Tracking AI, machine learning, and LLM security presentations:

Key AI/LLM Tracks & Villages

• AI Village: [Track 3] - Hands-on AI security research and demonstrations
• Main Stage: DARPA AI Cyber Challenge presentations
• Track 1: Advanced AI exploitation and defense techniques
• Track 2: LLM security and adversarial research
• Track 4: Machine learning in cybersecurity applications

Featured AI/LLM Talks

• AI exploitation techniques and defenses
• LLM vulnerability research and jailbreaking
• Machine learning model poisoning
• Adversarial AI demonstrations
• Automated security tools using AI
• Privacy attacks on ML models
• AI-powered threat detection

Schedule & Tracking

• Hacker Tracker: hackertracker-info - Real-time schedule
• Info Export: info-export - Conference data exports
• Official Schedule: info.defcon.org

Quick Start

# Check for live streams
./bin/check-live-streams.sh

# Download presentations from DEF CON media server
gmake mirror

# List AI/LLM related talks
gmake ai-talks

# Analyze presentation topics
gmake analyze

# View/edit analysis notes
gmake notes

# Show all available commands
gmake help

Project Structure

defcon33/
├── .mirror/          # Downloaded presentations (gitignored)
├── modules/          # Guile Scheme analysis modules
├── bin/              # Utility scripts
├── ANALYSIS.md       # Conference analysis notes
└── defcon-logo.png   # DEF CON 33 logo

Analysis Focus

• AI/LLM Security: Tracking presentations on AI exploitation, LLM vulnerabilities
• Functional Programming: Analyzing security concepts through Scheme/Lisp perspective
• Hacker Culture: Documenting community insights and technical innovations
• Emerging Threats: Identifying new attack vectors and defense strategies

Requirements

• GNU Guile 3.0+
• GNU Make
• Git

License

Public repository - Conference notes and educational content