International Business Machines Corporation

Jinhui Wang

Olgierd Stanislaw Pieczul

Jonathan D Dunne

Gary Denner

Andrew T Penrose

A method, system and computer program product for secure access management for tools within a secure environment. A virtual file system for a user in memory on a server side in the secure environment is accessed as part of an authenticated user session including a user command instigated by a user. At the virtual file system, an encrypted file stored in the secure environment is obtained, where the file is encrypted using a public key of a user. A read operation at the virtual file system of the encrypted file is intercepted and the encrypted file is sent to a client at a user system external to the secure environment over a secure connection for decryption by a remote cryptography device of the user system using the user's private key. The decrypted file is then received at the virtual file system enabling the user to run the required user command.

Secure access management for tools within a secure environment

Aspects of the present disclosure relate to managing messages within a collaboration environment. A group collaboration channel in which messages are displayed from multiple users is accessed, where the channel includes an application that provides application messages to the channel. A transcript of the channel is analyzed to determine a set of topics a user has discussed. A subset of topics is selected and a user sentiment of each topic is determined. A machine learning classification model is trained based on the selected subset of topics and the user sentiment of each topic. A message is then received from the application. Prior to displaying the message at the channel, a management category for the message is determined based on the classification model. The management category is applied to the message and the display of the message is managed based on the management category.

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Mulhuddart, Ireland

Jinhui Wang