26 citations · 65 across the 10 of their papers we have counts for
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cs.LG2023★ 1 cited
Evaluating Superhuman Models with Consistency Checks
Lukas Fluri, Daniel Paleka, Florian Tramèr
If machine learning models were to achieve superhuman abilities at various reasoning or decision-making tasks, how would we go about evaluating such models, given that humans would…
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…