THREE HIGHLIGHTS FROM APPLE’S TWO-DAY EVENT ON PRIVACY AND AI
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✍️ Apple has made the presentations from its Workshop on Privacy-Preserving Machine Learning public, featuring studies on differential privacy and other key areas in responsible machine learning development.
👉 Apple's preferred method for protecting user data is differential privacy, which adds noise to user data to make it impossible to trace back to an individual. 👉 The workshop featured three notable studies on privacy-preserving machine learning, including local pan-privacy for federated analytics, scalable private search with Wally, and differentially private synthetic data via foundation model APIs. 👉 The event brought together researchers and experts to discuss the latest advancements in privacy-preserving machine learning and responsible machine learning development.
-- #GuyRothblum #RehanRishi #HarisMughees #SivakanthGopi #Apple #MicrosoftResearch #MIT #Rutgers #BostonUniversity #CarnegieMelon #UniversityofCalifornia,Berkeley #technology
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