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06/18/2023
2D-Shapley: A Framework for Fragmented Data Valuation
Data valuation – quantifying the contribution of individual data sources...
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04/28/2023
LAVA: Data Valuation without Pre-Specified Learning Algorithms
Traditionally, data valuation is posed as a problem of equitably splitti...
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04/11/2022
Narcissus: A Practical Clean-Label Backdoor Attack with Limited Information
Backdoor attacks insert malicious data into a training set so that, duri...
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03/03/2022
Label-Only Model Inversion Attacks via Boundary Repulsion
Recent studies show that the state-of-the-art deep neural networks are v...
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11/24/2021