Patent ID: 11934523
Assignee: FLEXXON PTE. LTD.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A system for securing a series of data files, the system comprising:
a processing unit; and
a non-transitory media readable by the processing unit, the media storing instructions that when executed by the processing unit causes the processing unit to:
retrieve, using a transformation module, an altered data file from the system and transform the altered data file into an altered set of reduced row echelon form (RREF) matrices, wherein the transformation module comprises sets of RREF matrices that have been transformed from the series of data files, and wherein the series of data files have been mapped to the sets of RREF matrices;
map, using the transformation module, the altered data file to the altered set of RREF matrices, and provide the altered set of RREF matrices to a trained artificial neural network (ANN) module;
determine, using the trained ANN module, if the altered set of RREF matrices comprise malicious activity, whereby when it is determined that the altered set of RREF matrices comprise malicious activity, the altered set of RREF matrices and the altered data file are moved to a virtual secure area in a memory of the system;
retrieve, using a backpropagation module, variations of the altered set of RREF matrices from the sets of RREF matrices;
cluster, using a clustering module, the retrieved variations of the altered set of RREF matrices and the altered set of RREF matrices to identify sets of RREF matrices that contain malicious activity;
provide, using the clustering module, the identified sets of RREF matrices that contain malicious activity to the trained ANN module, whereby the trained ANN module is configured to identify a type of malicious activity associated with the identified sets of RREF matrices; and
secure, using the clustering module, data files mapped to the identified sets of RREF matrices that contain malicious activity according to the type of malicious activity associated with the data files as identified by the trained ANN module.