AI Village·44 min
Jon Hawes
A Buyer's Guide to the Market Promise of Automagic AI.
machine-learningbusinesscommunity
DEF CON 27/AI Village across years
AI Village DC27
Paris, Bally's, Flamingo, and Planet Hollywood hotels, Las Vegas · 8-11 August 2019 · 22 talks
AI Village at DEF CON 27 showcases the intersection of artificial intelligence and security. The 22 talks cover machine learning security, deepfakes, adversarial attacks, malware detection, biometrics, AI regulation, and practical applications of AI in cybersecurity.
1–21 of 21 talks / 22
AI Village·34 min
Richard Harang
A Tutorial on Hacking Facial Recognition Systems.
facial-recognitionadversarial-attackscommunity
AI Village·31 min
Anna Skelton
Analyzing the Effects of Deepfakes on Market Manipulation.
deepfakesfrauddetection
AI Village·25 min
Yisroel Mirsky
Automated Injection and Removal of Medical Evidence in CT.
medical-imagingadversarial-attackshealthcare
AI Village·23 min
Walter Scheirer
Backdooring Convolutional Neural Networks.
neural-networksbackdooradversarial-attacks
AI Village·32 min
Jesus Solano
Behavioral Biometrics and Context Analytics.
biometricsauthenticationcommunity
AI Village·24 min
Kenya Yoshimura
Clairvoyance: Concurrent Lip Reading for Smart Masses.
deepfakesfacial-recognitioncommunity
AI Village·13 min
Hyrum Anderson
Machine learning competitions focused on cybersecurity and infosec applications.
machine-learningmalware-detectioncompetition+1
AI Village·29 min
Ryan Kovar
Datasciencery by the Splunk Field.
machine-learningsecurity-analyticscommunity
AI Village·46 min
Rand Waltzman
Disinformation: It's the Thought that Counts.
disinformationmisinformationcommunity
AI Village·34 min
Lauren Putvin
Exploratory Data Analysis: Why and How in Python.
data-analysispythoneducation
AI Village·27 min
Angelo Oliveira
Fighting Malware with Deep Learning.
malware-detectiondeep-learningcommunity
AI Village·47 min
Tal Leibovich
From Noisy Distorted Datasets to Excellent Prediction Model.
machine-learningdata-qualitycommunity
AI Village·24 min
Roei Amit
How to Get over your Malicious Extensions using Deep Learning.
malwarebrowser-extensionsdeep-learning
AI Village·41 min
Dr. Ethan Rudd
Improving malware detection systems through advanced loss function design in machine learning models.
malware-detectionmachine-learningneural-networks+1
AI Village·43 min
Jason Mancuso
Privacy risks and implications of machine learning models trained on sensitive data.
machine-learningprivacyneural-networks+1
AI Village·27 min
Bob Lord
Keynote on misinformation and the role of AI in spreading false information.
misinformationdisinformationdeepfakes
AI Village·38 min
Siwei Lyu
Seeing is Deceiving: The Rise of AI Synthesized Fake Media.
deepfakessynthetic-mediadetection