METHOD AND ELECTRONIC DEVICE FOR SECURE TRAINING OF AN ARTIFICIAL INTELLIGENCE (AI) MODEL

METHOD AND ELECTRONIC DEVICE FOR SECURE TRAINING OF AN ARTIFICIAL INTELLIGENCE (AI) MODEL

A method and an electronic device for secure training of an artificial intelligence (AI) model are provided. The method includes determining, by the electronic device, a first set of layers from a base AI model for performing training in a secure mode, and determining, by the electronic device, a se...

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Bibliographische Detailangaben
Hauptverfasser: ZAFAR, Aarif, PANDA, Rajesh Kumar, PATIL, Umesh Murlidhar, JAIN, Shubham, SAHNI, Nikhil, JHAWAR, Aditya, NAIR, Renju Chirakarotu
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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Beschreibung
Zusammenfassung:A method and an electronic device for secure training of an artificial intelligence (AI) model are provided. The method includes determining, by the electronic device, a first set of layers from a base AI model for performing training in a secure mode, and determining, by the electronic device, a second set of layers other than the first set of layers in the base AI model, simultaneously training, by the electronic device, the first set of layers in the secure mode and the second set of layers in a non-secure mode, and generating, by the electronic device, the AI model by combining the trained first set of layers and the trained second set of layers in the secure mode.