Conceptadversary / adversarial data stream
Adversarial Data Stream
A setting in which data are generated by a malicious or strategic adversary that can observe the algorithm's past behavior and deliberately construct inputs that cause the algorithm to err. Algorithms are required to be robust without relying on randomness assumptions.
Timeline (last 90 days)
Oct 23
An adversarial data stream means that the data are generated by a malicious or strategic adversary who can observe the algorithm's past behavior and construct inputs that make the algorithm err; statistical methods that rely on randomness assumptions may be fooled.
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