The AI Village at DEF CON is a place where experts in AI and security (or both!) can come together to learn and discuss the use, and misuse, of artificial intelligence in traditional security. Artificial Learning techniques are rapidly being deployed in core security technologies like malware detection and network traffic analysis, but their use has also opened up a variety of new attack vectors against the systems that use them.
| | Start Time | Length (Minutes) | Primary Speaker | Talk Title |
| Friday | 10:00 AM | 15 | AI Village Organizers | Opening Remarks |
| Friday | 10:15 AM | 30 | TBA | Misinformation Keynote |
| Friday | 10:45 AM | 30 | Siwei Lyu | Seeing is deceiving: The rise of AI-synthesized fake media |
| Friday | 11:15 AM | 45 | Lauren Putvin | Exploratory Data Analysis: Why and How (in Python) |
| Friday | 12:00 PM | 45 | Jon Hawes | A 'buyers guide' to the market promise of automagic AI-enabled detection and response |
| Friday | 1:00 PM | 30 | Ryan Kovar, Dave Herrald, David Veuve | Network defenders in a data scientist world |
| Friday | 1:30 PM | 45 | Angelo Oliveira | Fighting Malware with Deep Learning |
| Friday | 2:15 PM | 30 | Yisroel Mirsky | Automated Injection & Removal of Medical Evidence in CT and MRI Scans |
| Friday | 2:45 PM | 45 | Ethan Rudd | Loss Is More! Improving Malware Detectors by Learning Additional Tasks |
| Friday | 3:30 PM | 30 | Walter Scheirer | Backdooring Convolutional Neural Networks via Targeted Weight Perturbations |
| Friday | 4:00 PM | 30 | Roei Amit, Tal Leibovich | How to get over your malicious ex(tensions) using deep learning |
| Friday | 4:30 PM | 30 | Hyrum Anderson, Ryan Kovar | Competitions in Infosec/ML |
| Friday | 5:00 PM | 120 | TBD | AI Unwind |
| Saturday | 10:00 AM | 45 | Rand Waltzman | MD: Multimedia Disinformation - Is there a Doctor in the House?! |
| Saturday | 10:45 AM | 45 | Jason Mancusco | Machine Learning's Privacy Problem |
| Saturday | 11:30 AM | 30 | Richard Harang, Ethan Rudd | A Tutorial on Hacking Facial Recognition Systems |
| Saturday | 1:30 PM | 30 | Kenya Yoshimura, Takahiro Yoshimura | Clairvoyance: concurrent lip-reading for the smart masses |
| Saturday | 2:00 PM | 30 | Barton Rhodes | Securing your kubeflow clusters |
| Saturday | 2:30 PM | 30 | Laurin Weissinger | AI vs. Airplanes and IT-Security: What Security Regulations Teach Us About AI Governance |
| Saturday | 3:00 PM | 30 | Anna Skelton | Deepfakes, Deep Trouble: Analyzing the Effects of Deepfakes on Market Manipulation |
| Saturday | 4:00 PM | 45 | Samantha Cole, Danielle Citron, Rumman Chowdhury, Brit Paris | Deep Fakes Panel |
| Saturday | 5:00 PM | 120 | TBD | AI Unwind |
| Sunday | 10:00 AM | 30 | Jesus Solano, David Camacho | Behavioral Biometrics and Context Analytics: Risk Based Authentication Re-Imagined |
| Sunday | 10:30 AM | 45 | Tal Leibovich, Shimon Noam Oren | From Noisy, Distorted data-sets to excellent prediction models |
| Sunday | 11:15 AM | 45 | Vahid Behzadan | Faults in our Pi Stars: Security Issues and Challenges in Deep Reinforcement Learning |