495 citations · 1.1k across the 10 of their papers we have counts for
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cs.LG2023★ 2 cited
Machine Learning Model Attribution Challenge
Elizabeth Merkhofer, Deepesh Chaudhari, Hyrum S. Anderson +3
We present the findings of the Machine Learning Model Attribution Challenge. Fine-tuned machine learning models may derive from other trained models without obvious attribution cha…
cs.CR2023★ 15 cited
Poisoning Web-Scale Training Datasets is Practical
Nicholas Carlini, Matthew Jagielski, Christopher A. Choquette-Choo +6
Deep learning models are often trained on distributed, web-scale datasets crawled from the internet. In this paper, we introduce two new dataset poisoning attacks that intentionall…