Google Adds New Privacy Testing Module In TensorFlow

Google introduced a new privacy testing library in TensorFlow to empower developers to analyse the privacy properties of classification models. This will become a part of TensorFlow Privacy, which was introduced in 2019 to enable privacy within AI models. Today, awareness about privacy among people is more than ever, and it is only growing as companies are coming under the scanner of experts as to how organisations are collecting and processing users’ data. Such circumstances forced governments from across the world to devise privacy protection laws such as GDPR, PDP and CCPA. Consequently, organisations have become critical of their AI models’ outcomes. One of the biggest challenges for companies while maintaining privacy is to avoid the leakage of information from AI models. In an