Kyndryl, Inc.

Danilo Souza Moraes

Tiago Dias Generoso

Facundo Miguel Oliveri

Igor Alves Perin

Fabio Perale De Araujo

A method for automatically reducing computer errors is provided. The method may include in response to detecting an interactive session, dynamically extracting data associated with a user by using a keylogging component and a camera associated with the computer. The method may further include performing real-time analysis on the extracted data to determine a risk score, whereby the risk score is used to determine whether a potential risk for a computer error exists based on the extracted data associated with the user. The method may further include in response to a command being entered on the command line interface, determining a risk score associated with the entered command. The method may also include in response to determining that the risk score is at or above a threshold risk level based on the real-time analysis, preventing the entered command from being executed and taking an additional preventive computing action.

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Campinas, Brazil

Danilo Souza Moraes