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To "When Machine Learning Fails" add a chapter or two on "Sabotaging Machine Learning Models".
by JoeDaDude 4y ago
To "When Machine Learning Fails" add a chapter or two on "Sabotaging Machine Learning Models".
- mjburgess 4y agoI'd say the second chapter will be something like "the implications of adversarial examples on the theory of learning" In other-words, making the argument that adversarial examples show it is the properties of the datasets on which algorithms operate rather than the properties of those algs which cause ML to succeed/fail
- JoeDaDude 4y agoThis is the kind of stuff I had in mind when making the suggestion about sabotage: https://arxiv.org/abs/2204.06974 https://arxiv.org/abs/2204.06974