Intrusion detection method based on improved immune network algorithm, and application thereof
US11762992B2 · kind B2 · utility
Assignee
Inventors
Key dates
| Filing date | Sep 27, 2022 |
| Grant date | Sep 19, 2023 |
| Priority date | — |
| Expiry date | Sep 27, 2042 |
Classification
- Technology area (CPC H)Electricity
- CPC primaryH04L63/1441
- WIPO fieldDigital communication
- WIPO sectorElectrical engineering
Abstract
The present disclosure belongs to the technical field of intrusion detection, specifically provides an intrusion detection method based on an improved immune network algorithm, and an application thereof The method includes: S1, initializing an antibody group; S2, calculating affinities between antigens and antibodies; S3, searching for a pair of inhomogeneous antigens which have the highest affinities and referred to as a duality antigen; S4, determining a boundary antibody set C; S5, determining a neighbor antibody set; S6, cloning and mutating, according to the affinities, obsolete antibodies to update a subnetwork to which the antigens belong; S7, calculating an average affinity between the antibodies in the boundary antibody set C and the antigens in the duality antigen; and S8, inhibiting the network, and simplifying the network to output a result network subset. The solution has relatively high detection accuracy and relatively low false alarm rate.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.