558 citations · 3.6k across the 65 of their papers we have counts for
Showing 2018 · stat.MLShow all
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stat.ML2018★ 96 cited
Stronger Data Poisoning Attacks Break Data Sanitization Defenses
Pang Wei Koh, Jacob Steinhardt, Percy Liang
Machine learning models trained on data from the outside world can be corrupted by data poisoning attacks that inject malicious points into the models' training sets. A common defe…
stat.ML2018
Troubling Trends in Machine Learning Scholarship
Zachary C. Lipton, Jacob Steinhardt
Collectively, machine learning (ML) researchers are engaged in the creation and dissemination of knowledge about data-driven algorithms. In a given paper, researchers might aspire…