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I'm working on Adversarial Machine Learning, and have read multiple papers on this topic, some of them are mentioned as follows:

- Poisoning Attacks on SVMs: https://arxiv.org/pdf/1206.6389.pdf
- Adversarial Label Flips on Support Vector Machines

However, I am not able to find any literature on data poisoning for SVMs using Manifold regularization. Is there anyone who has knowledge about that?

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I found the following Youtube video: Poisoning Attacks against Support Vector Machines. Is it close to what you are looking for?

– CoffeeBaconAddict – 2020-03-08T06:46:24.103