AI Village @ DEF CON 29
Join AI Village at DEF CON 29 for Safe Mode.
AI Village @ DEF CON 29, Safe Mode
Friday, August 6, 2021 9:00 AM PST to Sunday, August 8, 2021 4:00 PM PST
| | Start Time | Length (Minutes) | Primary Speaker | Talk Title |
| Friday | 9:00 AM | 30 | AI Village Organizers | Welcome. A Short Tour of Good and Bad AI in 2021 |
| Friday | 9:30 AM | 90 | Gavin Klondike | Intro to ML Workshop |
| Friday | 11:00 AM | 60 | Bruce Schneier | The Coming AI Hackers |
| Friday | 12:00 PM | 30 | Rumman Chowdhury | Algorithmic Ethics Bug Bounty Contest Announcement |
| Friday | 12:30 PM | 30 | Hyrum Anderson | Microsoft ML Security Evasion Competition Details |
| Friday | 1:00 PM | 30 | Dmitrijs Trizna | Shell Language Processing (SLP) |
| Friday | 1:30 PM | 60 | Sagar Samtani | Trailblazing the AI for Cybersecurity Discipline: Overview of the Field and Promising Future Directions |
| Friday | 2:30 PM | 30 | Sagar Samtani | AI Policy Talk: "An AI Playbook" and "An AI Security ISAC" |
| Friday | 3:00 PM | 30 | Tal Leibovich and Elad Ciuraru | Identifying Excel 4.0 Macro strains using Anomaly Detection |
| Friday | 3:30 PM | 60 | Will Pearce | Workshop on Counterfit |
| Friday | 4:30 PM | 30 | Everyone | AI Discord Happy Hour - Open Discussion on AIV Discord about the State of AI Security |
| Saturday | 9:00 AM | 30 | AI Village Organizers | Welcome to AI Village |
| Saturday | 9:30 AM | 90 | Gavin Klondike | Intro to ML Workshop |
| Saturday | 11:00 AM | 60 | Bruce Schneier | The Coming AI Hackers |
| Saturday | 12:00 PM | 30 | Suha Sabi Hussain | Never a dill moment: Exploiting machine learning pickle files |
| Saturday | 12:30 PM | 30 | Stella Biderman | Replication as a Security Threat: How to Save Millions By Recreating Someone Else’s Model |
| Saturday | 1:00 PM | 30 | Erick Galinkin | Who's Afraid of Thomas Bayes? |
| Saturday | 1:30 PM | 30 | Barton Rhodes | Risks of ML Systems in Health Care: The Real Story |
| Saturday | 2:00 PM | 60 | Eugene Neelou | The Real History of Adversarial Machine Learning |
| Saturday | 3:00 PM | 60 | Anita Nikolich & Rich Harang | RTV/AIV Red Teaming AI Roundtable |
| Saturday | 4:00 PM | 30 | Stefano Meschiari and Rebecca Lynch | Where We’re Going We Don’t Need Labels: Anomaly Detection for 2FA |
| Saturday | 4:30 PM | 30 | Everyone | AI Discord Happy Hour - Open Discussion on AIV Discord about the State of AI Security |
| Sunday | 9:00 AM | 30 | Abhishek Gupta | Stasis in AI Ethics |
| Sunday | 9:30 AM | 90 | Gavin Klondike | Intro to ML Workshop |
| Sunday | 11:00 AM | 30 | Brian Martin | Potential Pitfalls Protecting Patient Privacy |
| Sunday | 11:30 AM | 30 | Shubham Jain | Robustness of client-side scanning for illegal content detection on E2EE platforms |
| Sunday | 12:00 AM | 60 | Rumman Chowdhury | Twitter Ethics Bug Bounty: Winners and Wrap-up |
| Sunday | 1:00 PM | 60 | AI Village Organizers | Wrap Up |
AI Village @ DEF CON 28, Safe Mode
Fri, Aug 7, 2020 9:00 AM PST to Sun, Aug 9, 2020 4:00 PM PST
| Day | Start Time | Length (Minutes) | Primary Speaker | Talk Title |
|---|---|---|---|---|
| Friday | 9:30 AM | 30 | AI Village Organizers | Opening Remark |
| Friday | 10:00 AM | 30 | @zh4ck , @drhyrum | ML Security Evasion Competition 2020 |
| Friday | 10:30 AM | 30 | @erickgalinkin | Baby’s First 100 MLSec Words |
| Friday | 11:00 AM | 90 | TBD | TBD Workshop 1 |
| Friday | 1:00 PM | 30 | @comathematician | Hyperlocal Drift detection with Goko: Finding abusers of your Dataset |
| Friday | 1:30 PM | 30 | Nahid Farhady | Spectrum: An End-to-End Framework for ML-based Threat Monitoring and Detection |
| Friday | 2:00 PM | 50 | @GTKlondike | Hacking with Skynet - How AI is Empowering Adversaries |
| Friday | 3:00 PM | 60 | N/A | Breakout Session |
| Friday | 4:00 PM | 90 | TBD | Workshop 2 |
| Saturday | 9:30 AM | 30 | Nahid Farhady | “SECRETS ARE LIES, SHARING IS CARING, PRIVACY IS THEFT.”- A Dive into Privacy Preserving Machine Learning |
| Saturday | 10:00 AM | 30 | @lmeyerov | Misinformation & Covid |
| Saturday | 11:00 AM | 90 | TBD | Workshop 3 |
| Saturday | 1:00 PM | 60 | AI | Village Journal Club Journal Club Live! Fawkes Facial Recognition |
| Saturday | 2:00 PM | 60 | TBD | Does AI Live up to the Hype? |
| Saturday | 3:00 PM | 60 | Everyone | Breakout Session |
| Saturday | 4:00 PM | 90 | TBD | Workshop 4 |
| Sunday | 9:00 AM | 30 | Younghoo Lee and Joshua Saxe | Detecting hand-crafted social engineering emails with a bleeding-edge neural language model |
| Sunday | 10:00 AM | 60 | TBD | Journal Club Live! Summoning Demons: The Pursuit of Exploitable Bugs in Machine Learning |
| Sunday | 1:00 PM | 60 | Vahid Behzadan | Faults in our Pi Stars: Security Issues and Challenges in Deep Reinforcement Learning |
| Sunday | 2:00 PM | 60 | TBD | Ethics & Bias Panel |
| Sunday | 3:30 PM | 30 | TBd | Closing Remarks |
AI Village @ DEF CON 27
August 1, 2019
| | 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 |