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cs.LG2019★ 40 cited
Failure Modes in Machine Learning Systems
Ram Shankar Siva Kumar, David O Brien, Kendra Albert +2
In the last two years, more than 200 papers have been written on how machine learning (ML) systems can fail because of adversarial attacks on the algorithms and data; this number b…
cs.LG2018
Law and Adversarial Machine Learning
Ram Shankar Siva Kumar, David R. O'Brien, Kendra Albert +1
When machine learning systems fail because of adversarial manipulation, how should society expect the law to respond? Through scenarios grounded in adversarial ML literature, we ex…