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Explore the cutting-edge developments in privacy-preserving natural language processing in this 19-minute conference talk from the Toronto Machine Learning Series. Delve into recent advancements utilizing differential privacy, pseudonymization, and homomorphic encryption techniques. Gain insights from Patricia Thaine, Co-Founder and CEO of Private AI, as she shares her expertise in creating privacy tools for data protection compliance, cybersecurity threat mitigation, and maintaining customer trust. Learn about the intersection of applied cryptography and NLP, and discover how these innovations are shaping the future of secure and privacy-conscious language processing technologies.
Syllabus
The Latest Advances in Privacy Preserving NLP
Taught by
Toronto Machine Learning Series (TMLS)