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Found 3 papers, 1 papers with code
Practical Challenges in Differentially-Private Federated Survival Analysis of Medical Data
Survival analysis or time-to-event analysis aims to model and predict the time it takes for an event of interest to happen in a population or an individual.
Sampling Attacks: Amplification of Membership Inference Attacks by Repeated Queries
Our work consists of two sides: We introduce sampling attack, a novel membership inference technique that unlike other standard membership adversaries is able to work under severe restriction of no access to scores of the victim model.
Segmentations-Leak: Membership Inference Attacks and Defenses in Semantic Image Segmentation
Today's success of state of the art methods for semantic segmentation is driven by large datasets.
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