Description
Common Ground, Tue, Aug 6, 20:00 - Tue, Aug 6, 20:45 CDT
One of my favourite movie franchises is the Oceans movies. What’s not to love about a heist, plot twist and George Clooney?
In this talk I’m going to convince you why, if you’re preparing your...
Common Ground, Tue, Aug 6, 20:00 - Tue, Aug 6, 20:45 CDT
One of my favourite movie franchises is the Oceans movies. What’s not to love about a heist, plot twist and George Clooney?
In this talk I’m going to convince you why, if you’re preparing your next heist, you should have me on your team as the AI guy (technically girl, but guy has a better ring to it).
I asked around my local intelligence agencies but they wouldn’t let me play with their biometrics systems, so I got the next best thing - cooperation with Australia’s 4th finest casino, Canberra Casino (plus some of my own equipment). I’m going to show you how to bypass facial recognition, retina scanners, and surveillance systems using adversarial machine learning techniques (AML). These techniques let me ‘hack’ machine learning models in order to disrupt their operations, deceive them and cause them to predict a target of my choosing, or disclose sensitive information about the training data or model internals. AI Security is the new cyber security threat, and attacks on AI systems could lead to misdiagnoses in medical imaging, navigation errors in autonomous vehicles, and successful casino heists.
People
Harriet Farlow
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