Invention Publication
- Patent Title: AUTOMATIC RETRAINING OF MACHINE LEARNING MODELS TO DETECT DDOS ATTACKS
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Application No.: US18096143Application Date: 2023-01-12
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Publication No.: US20230146962A1Publication Date: 2023-05-11
- Inventor: K. Tirumaleswar Reddy , Daniel G. Wing , Blake Harrell Anderson , David McGrew
- Applicant: Cisco Technology, Inc.
- Applicant Address: US CA San Jose
- Assignee: Cisco Technology, Inc.
- Current Assignee: Cisco Technology, Inc.
- Current Assignee Address: US CA San Jose
- Main IPC: H04L9/40
- IPC: H04L9/40 ; G06N20/00
Abstract:
In one embodiment, a device in a network receives an attack mitigation request regarding traffic in the network. The device causes an assessment of the traffic, in response to the attack mitigation request. The device determines that an attack detector associated with the attack mitigation request incorrectly assessed the traffic, based on the assessment of the traffic. The device causes an update to an attack detection model of the attack detector, in response to determining that the attack detector incorrectly assessed the traffic.
Public/Granted literature
- US11843632B2 Automatic retraining of machine learning models to detect DDoS attacks Public/Granted day:2023-12-12
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