We study data poisoning attacks in the online learning setting, where training data arrive sequentially, and the attacker is eavesdropping the data stream.

Mar 5, 2019 · We study data poisoning attacks in the online setting where training items arrive sequentially, and the attacker may perturb the current item to manipulate ...

Data poisoning attacks occur when an attacker manipulates the training data to cause the model to behave in an undesirable way.

Mar 20, 2024 · Data poisoning is a type of cyberattack in which an adversary intentionally compromises a training dataset used by an AI or machine learning (ML) model.

Data poisoning attacks are a family of adversarial attack where an attacker contaminates the training data of a victim learner to control the learning process ...

Missing: Online | Show results with:Online

Jun 12, 2020 · We study data poisoning attacks in the online learning setting, where training data arrive sequentially, and the attacker is eavesdropping ...

Aug 27, 2018 · We consider data poisoning attacks, a class of adversarial attacks on machine learning where an adversary has the power to alter a small fraction of the ...

Missing: Online | Show results with:Online

Data poisoning attacks are a family of adversarial attack where an attacker contaminates the training data of a victim learner to control the learning process ...