Method and systems for dynamic spectrum sharing with a spectrum management firewall
US12218917B2 · kind B2 · utility
Assignee
Inventor
Key dates
| Filing date | Feb 20, 2024 |
| Grant date | Feb 4, 2025 |
| Priority date | — |
| Expiry date | Feb 20, 2044 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N3/08
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Methods and systems for detecting and masking activity of resources in a protected system. A Spectrum Management Firewall (SMF) device may be tasked with gathering and categorizing data concerning the operations of network assets. The SMF may train a discriminator neural network using the categorized data and integrate it into a Generative Adversarial Network (GAN) that includes a generator neural network. The discriminator may discern between authentic and fabricated operational data and the generator may create deceptive data that mimics the functionality of fictitious assets corresponding to the recognized resource. The GAN may generate fake systems for every identified resource or the network as a whole. The SMF device may cause a suitable generated fake system to serve as a mask for the activity of a resource in the protected system.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.