Google Inc.

Saila Talagadadeevi

Prajakta Joshi

Emil Kiner

Francois Pepin

Chia-Tung Kuo

Amitabha Roy

Jiayu Ye

Andre Lloyd Perlee Harder

A method for mitigating network abuse includes obtaining a first set of network traffic messages of network traffic currently received by a network service and determining, via a first model, whether network abuse is occurring based on the first set of network traffic messages. When the network abuse is occurring, the method includes obtaining a second set of current network traffic messages. The method also includes, for each network traffic message in the second set of network traffic messages, labeling, via a second model, the network traffic message as an abusing network traffic message or a non-abusing network traffic message. The method also includes generating, via a third model, at least one network traffic rule. Each network traffic rule, when implemented, reduces an effect of the abusing network traffic messages.

Automatic detection and mitigation of denial-of-service attacks

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Los Altos Hills, CA, United States of America

Saila Talagadadeevi