Failure Modes in Machine Learning Systems

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 balloons if we were to incorporate papers covering non-adversarial failure modes. The spate of papers has made it difficu...

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Hauptverfasser:	Kumar, Ram Shankar Siva, Brien, David O, Albert, Kendra, Viljöen, Salomé, Snover, Jeffrey
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Cryptography and Security Computer Science - Learning Statistics - Machine Learning
Online-Zugang:	Volltext bestellen
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