Business (mis)Use Cases of Generative AI
arXiv:2003.07679
Abstract
Generative AI is a class of machine learning technology that learns to generate new data from training data. While deep fakes and media-and art-related generative AI breakthroughs have recently caught people's attention and imagination, the overall area is in its infancy for business use. Further, little is known about generative AI's potential for malicious misuse at large scale. Using co-creation design fictions with AI engineers, we explore the plausibility and severity of business misuse cases.
arXiv commentIUI 2020 Workshop on Human-AI Co-Creation with Generative Models
References in corpus (4)
- Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks
- Exposing DeepFake Videos By Detecting Face Warping Artifacts
- Limits of Deepfake Detection: A Robust Estimation Viewpoint
- An Exploratory Study on Visual Exploration of Model Simulations by Multiple Types of Experts