40 citations · 50 across the 4 of their papers we have counts for
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cs.LG2021★ 10 cited
Stateful Detection of Model Extraction Attacks
Soham Pal, Yash Gupta, Aditya Kanade +1
Machine-Learning-as-a-Service providers expose machine learning (ML) models through application programming interfaces (APIs) to developers. Recent work has shown that attackers ca…
cs.LG2019★ 40 cited
A framework for the extraction of Deep Neural Networks by leveraging public data
Soham Pal, Yash Gupta, Aditya Shukla +3
Machine learning models trained on confidential datasets are increasingly being deployed for profit. Machine Learning as a Service (MLaaS) has made such models easily accessible to…