Responsible AI: Protecting Privacy and Preserving Confidentiality in ML and Data Analytics

Dmitrii Usynin | Trustworthy AI Challenges of Adoption of Privacy Preserving ML @ IC Workshop

Privacy Preserving AI (Andrew Trask) | MIT Deep Learning Series

Privacy Preserving ML with Fully Homomorphic Encryption

I don't freeze fresh blueberries anymore! I keep them in a jar and they don't spoil for years!

USENIX Security '24 - MD-ML: Super Fast Privacy-Preserving Machine Learning for Malicious...

Ep#6 - Privacy-preserving ML with Differential Privacy

DIY AI Infrastructure: Build Your Own Privacy-Preserving AI at Home

Tutorial: Decentralized and Privacy-Preserving ML via TensorFlow Federated

Criteo's privacy preserving ML competition - 1st Place

Launching Privacy-Preserving ML Projects ft. LivePerson & Private AI

Lessons from the AdKDD’21 Privacy-Preserving ML Challenge

MPC meets ML: Privacy-Preserving Machine Learning | Cybersecurity Seminars

SaTML 2023 - Reza Nasirigerdeh - Kernel Normalized Convolutional Networks for Privacy-Preserving ML

Privacy-Preserving ML for Collaborative Data Sharing via Auto-encoder Latent Space Embeddings

Federated Learning and Privacy Preserving ML

Criteo's privacy preserving ML competition - 2nd place clicks presentation

Anastasia Pustozerova: A step towards privacy-preserving ML Advantages & challenges of the approach

An ML Based Privacy-Preserving Framework for Generating Synthetic Data from Aggregated Sources