公开(公告)号：US20230308476A1

公开(公告)日：2023-09-28

申请号：US18314532

申请日：2023-05-09

Applicant: Google LLC

Inventor： Francois Pepin ,  Andre Lloyd Perlee Harder ,  Prajakta Joshi ,  Amitabha Roy ,  Saila Talagadadeevi ,  Emil Kiner ,  Chia-Tung Kuo ,  Jiayu Ye

IPC: H04L9/40 ,  H04L41/142

CPC classification number: H04L63/1458 ,  H04L41/142 ,  H04L63/0263 ,  H04L63/1416

Abstract: 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.

公开(公告)号：US20220191242A1

公开(公告)日：2022-06-16

申请号：US17120050

申请日：2020-12-11

Applicant: Google LLC

Inventor： Francois Pepin ,  Andre Lloyd Perlee Harder ,  Prajakta Joshi ,  Amitabha Roy ,  Saila Talagadadeevi ,  Emil Kiner ,  Chia- Tung Kuo ,  Jiayu Ye

IPC: H04L29/06 ,  H04L12/24

Abstract: 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.

公开(公告)号：US11671446B2

公开(公告)日：2023-06-06

申请号：US17120050

申请日：2020-12-11

Applicant: Google LLC

Inventor： Francois Pepin ,  Andre Lloyd Perlee Harder ,  Prajakta Joshi ,  Amitabha Roy ,  Saila Talagadadeevi ,  Emil Kiner ,  Chia-Tung Kuo ,  Jiayu Ye

IPC: H04L9/40 ,  H04L41/142

CPC classification number: H04L63/1458 ,  H04L41/142 ,  H04L63/0263 ,  H04L63/1416

Abstract: 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.