Source: Towards Data Science
Do you know where your data has been?
The post Data Poisoning in Machine Learning: Why and How People Manipulate Training Data appeared first on Towards Data Science.
Overview Today many apps use deep learning to perform complex tasks quickly, from image analysis to voice recognition. However, tiny, almost invisible changes...
Overview Many AI systems can be fooled by tiny, almost invisible edits to images that cause them to give incorrect answers. Researchers have discovered a simpl...
Why some AI defenses fail — a simple look at testing and safety People build systems that learn from data, but small tricky changes can make them fail. Researc...
Why controllability collapses without explicit power structures Most discussions about AI control focus on behavior—what the system outputs, how it reasons, wh...
