"Researchers Develop 'Vaccine' Against Attacks on Machine Learning"

A significant breakthrough in machine learning (ML) research has been made by researchers from the Commonwealth Scientific and Industrial Research Organization's (CSIRO) Data61, an arm of Australia's national science agency specializing in data and digital technology. Researchers have developed techniques to prevent adversarial attacks on ML. Adversarial attacks on ML refer to attacks in which malicious data inputs are used to interfere with the functioning of ML models. The techniques developed by researchers to combat such attacks are similar to those used in the vaccination process. This article continues to discuss ML algorithms, the vulnerability of ML to adversarial attacks, and the new set of techniques developed to prevent these attacks. 

CSIRO reports "Researchers Develop 'Vaccine' Against Attacks on Machine Learning"