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02/04/2023
AUTOLYCUS: Exploiting Explainable AI (XAI) for Model Extraction Attacks against Decision Tree Models
Model extraction attack is one of the most prominent adversarial techniq...
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07/12/2022
Federated Unlearning: How to Efficiently Erase a Client in FL?
With privacy legislation empowering users with the right to be forgotten...
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03/23/2022
ShareTrace: Contact Tracing with Asynchronous, Parallel Message Passing on a Temporal Graph
Proximity-based contact tracing relies on user device interaction to est...
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03/10/2022
Facilitating Federated Genomic Data Analysis by Identifying Record Correlations while Ensuring Privacy
With the reduction of sequencing costs and the pervasiveness of computin...
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01/21/2021
Privacy-Preserving and Efficient Verification of the Outcome in Genome-Wide Association Studies
Providing provenance in scientific workflows is essential for reproducib...
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09/07/2020
Efficient Quantification of Profile Matching Risk in Social Networks
Anonymous data sharing has been becoming more challenging in today's int...
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08/20/2020
Profile Matching Across Online Social Networks
In this work, we study the privacy risk due to profile matching across o...
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11/06/2017