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06/23/2023
Deconstructing Classifiers: Towards A Data Reconstruction Attack Against Text Classification Models
Natural language processing (NLP) models have become increasingly popula...
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06/09/2022
Privacy Leakage in Text Classification: A Data Extraction Approach
Recent work has demonstrated the successful extraction of training data ...
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01/02/2022
Secure Determinant Codes for Distributed Storage Systems
The information-theoretic secure exact-repair regenerating codes for dis...
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01/02/2022
Matrix Completion with Hierarchical Graph Side Information
We consider a matrix completion problem that exploits social or item sim...
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09/12/2021
On the Fundamental Limits of Matrix Completion: Leveraging Hierarchical Similarity Graphs
We study the matrix completion problem that leverages hierarchical simil...
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07/11/2018