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12/03/2022
Efficiency Boosting of Secure Cross-platform Recommender Systems over Sparse Data
Fueled by its successful commercialization, the recommender system (RS) ...
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10/16/2022
New Secure Sparse Inner Product with Applications to Machine Learning
Sparse inner product (SIP) has the attractive property of overhead being...
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10/16/2022
VerifyML: Obliviously Checking Model Fairness Resilient to Malicious Model Holder
In this paper, we present VerifyML, the first secure inference framework...
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07/12/2022
E-Tenon: An Efficient Privacy-Preserving Secure Open Data Sharing Scheme for EHR System
The transition from paper-based information to Electronic-Health-Records...
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01/12/2021
A Survey of Privacy-Preserving Techniques for Encrypted Traffic Inspection over Network Middleboxes
Middleboxes in a computer network system inspect and analyse network tra...
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11/25/2020
Distributed Additive Encryption and Quantization for Privacy Preserving Federated Deep Learning
Homomorphic encryption is a very useful gradient protection technique us...
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04/12/2020