MUMBAI, India, Aug. 31 -- Intellectual Property India has published a patent application (202647100231 A) filed by Oracle International on August 19, 2026, for Dynamic Time Slice Autoencoder Network Anomaly Detection.
Inventors include Deleskie, James, Patrick; and Manley, Stephen, Foster Pctus No.
The application for the patent was published on August 28, 2026, under issue no. 35/2026.
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 Distributed 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.
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