US Patent Issued to Capital One Services on July 1 for "Systems and methods for real-time cyber incident detection in data sparse environments using artificial intelligence" (Virginia Inventor)

ALEXANDRIA, Va., July 3 -- United States Patent no. 12,346,433, issued on July 1, was assigned to Capital One Services LLC (McLean, Va.).

"Systems and methods for real-time cyber incident detection in data sparse environments using artificial intelligence" was invented by Spencer Davis (McLean, Va.).

According to the abstract* released by the U.S. Patent & Trademark Office: "The systems and methods use a gradient boosted decision tree, which may be trained in data sparse environments. The system also uses a data transformation step to collapse complex data into a standardized feature input (e.g., a fixed length feature input) that may be processed by the model with a constant (or near-constant) lookup time and with minimal latency. Finall...