Patent ID: 11924239
Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
Field: Digital communication (Electrical engineering)
Classification: CPC H  G | IPC G  H

Claim 0:
1. A system, comprising:
a memory that stores computer executable components; and
a processor that executes the computer executable components stored in the memory, wherein the computer executable components comprise:
a map component that defines mappings between vulnerability data representing a vulnerability of a computing resource and attack data representing at least one attack technique by using a bidirectional encoder representations from transformers (BERT) model based on machine learning to generate a first numerical representation for the vulnerability and a second numerical representation for the at least one attack technique in a Euclidean space;
an estimation component that analyzes the mappings to estimate a probability that the vulnerability will be exploited to attack the computing resource, based on a Euclidean distance of the second numerical representation falling within a defined radius of the first numerical representation; and
a security component that uses the mappings to identify one or more attacker entities having a defined probability of exploiting the vulnerability to attack the computing resource.