Private and Secure Machine Learning

The responsibility of protecting user’s privacy has moved on from being an ethical obligation to a legal requirement with the establishment of regulations such as the General Data Protection Regulation (GDPR) and California Consumer Privacy Act (CCPA) as of January 2020. Most countries have now ad...

Computer Vision In Behaviour Tracking

Deep learning has proved to be a runaway success in the area of computer vision. Pioneering work by Yann LeCun and others on convolutional neural network architectures, spurred by benchmark challenges such as ImageNet, have been pivotal in pushing the state-of-the-art towards human-level or better p...