Invention Grant
- Patent Title: Threat detection system that reformats log records for NLP model-based threat detection packages
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Application No.: US17947295Application Date: 2022-09-19
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Publication No.: US12080279B2Publication Date: 2024-09-03
- Inventor: Wah-Kwan Lin
- Applicant: Rapid7, Inc.
- Applicant Address: US MA Boston
- Assignee: Rapid7, Inc.
- Current Assignee: Rapid7, Inc.
- Current Assignee Address: US MA Boston
- Agent Ashwin Anand
- Main IPC: G10L15/18
- IPC: G10L15/18 ; G06N3/08 ; G06N20/00 ; G10L15/06 ; G10L15/16
Abstract:
Methods and systems for training a language processing model. The methods may involve receiving a first log record in a first format, wherein the first log record includes annotations describing items in the first log record, and then creating a second log record in a second format comprising data from the first log record utilizing the annotations in the first log record and a conversion rule set. The second log record may then be used to train a language processing model so that a trained model can identify items in a third log record and the relationships therebetween.
Public/Granted literature
- US20230012829A1 Generating Training Data for Machine Learning Models Public/Granted day:2023-01-19
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