Document

1.7 MiB
31 Downloads
Details
Talk Infosecurity 2019: Pitfalls in AI

AI systems are more and more expected to take autonomous decisions, often well hidden from plain view. This is not necessarily without danger. In this talk I'll give a high-level overview of some common pitfalls in AI-powered applications, that require more thought than many AI gurus would admit. On the menu: bias and fairness, confounding variables, adversarial attacks, ethics, explainability, ... As this presentation was given at a security-focused event, special attention is given to security concerns for individuals and society, such as AI-augmented phishing and disinformation campaigns.

Languages:English
Author:Joachim Ganseman
Category:Presentation
Date:2019/03
License:CC Attribution-NonCommercial-ShareAlike
Keywords:Artificial Intelligence
Download:Download