Reviews: Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks
–Neural Information Processing Systems
Based on the information provided, I would encourage the following changes be made to the paper in addition to what was suggested in the original reviews: * Improve comparison with related work by Suciu et al. and Koh and Liang (using points on the more realistic treat model and also experimental results mentioned in your feedback). They also don't require the presence of a trigger at test time (as done in what is commonly referred to as a "backdoor"). To the best of my knowledge, it includes pointers to relevant prior work both on shallow and deep learning algorithms. For these reasons, I think the manuscript is original and should contribute to increased visibility of poisoning in the adversarial ML community. Furthermore, the manuscript is well written and easy to follow.
Neural Information Processing Systems
Oct-7-2024, 06:37:56 GMT
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