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Defenses Against Inference Attacks Process
Redactor: A Data-centric and Individualized Defense Against Inference Attacks (AAAI 2023)
The 7th BIU Winter School: Inference Attacks- Vitaly Shmatikov
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Last Updated: October 17, 2026
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Summary
Authors: Geon Heo and Steven Euijong Whang Abstract: Information leakage is becoming a critical problem as various ... Federated Learning (FL) is a decentralized machine learning approach that addresses the limitations of traditional centralized ... Can someone tell whose data trained your AI model? Yes—and that's a privacy violation. Membership Recorded with screencast-o-matic.com. Leaking secrets from non-secret data. Can an attacker learn your secrets just by looking at non-secret data? Aggregation happens ... The 7th BIU Winter School on Cryptography- Differential Privacy: From Theory to Practice, which was held on February 12-16, ...