The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Sep. 22, 2026
Filed:
Jan. 27, 2025
Dell Products L.p., Round Rock, TX (US);
Dell Products L.P., Round Rock, TX (US);
Abstract
Methods, system, and non-transitory processor-readable storage medium for a log anomaly detection system are provided herein. An example method includes receiving, by a log anomaly detection system, log event sequences from a source domain. The log anomaly detection system pretrains a model to learn common patterns and semantics from the source domain log sequences. The log anomaly detection system implements a Log-Attention Module to address information loss that occurs during log parsing. The log anomaly detection system performs adapter-based fine-tuning on the pretrained model using target domain log sequences. The log anomaly detection system detects anomalies in the target domain log sequences using the fine-tuned model.