indiscriminate poisoning attacks

We demonstrated that some data distributions can be inherently robust to poisoning, and that improving distributional quality can enhance resistance to poisoning attacks.

We demonstrated that some data distributions can be inherently robust to poisoning, and that improving distributional quality can enhance resistance to poisoning attacks.

We propose efficient data poisoning attacks that can asymptotically approach a target model with desired properties.

We propose efficient data poisoning attacks that can asymptotically approach a target model with desired properties.

We demonstrated that some data distributions can be inherently robust to poisoning, and that improving distributional quality can enhance resistance to poisoning attacks.