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:
Jan. 20, 2026
Filed:
Feb. 29, 2024
Oracle International Corporation, Redwood Shores, CA (US);
James Patrick Deleskie, Miami, FL (US);
Stephen Foster Manley, Doral, FL (US);
Oracle International Corporation, Redwood Shores, CA (US);
Abstract
Techniques are provided for dynamic time slice autoencoder network anomaly detection. A method for dynamic time slice autoencoder network anomaly detection can include generating data from a router connecting a plurality of IP addresses in at least one network to a public network, generating a plurality of visual representations of the data, ingesting each of the visual representations of the data into a unique autoencoder corresponding to a time frame of the ingested visual representation, aggregating the values from the autoencoders, and identifying a Denial-of-service (DDOS) attack based on the aggregated values from the autoencoders. Each of the plurality of visual representations of the data can be generated for one of a plurality of predetermined time frames. The data can characterize attributes of traffic passing through the router. The autoencoder can be trained to output a value indicating that the ingested visual representation contains one of anomalous or non-anomalous activity.