METHOD AND SYSTEM FOR SECURING NEURAL NETWORK MODELS

METHOD AND SYSTEM FOR SECURING NEURAL NETWORK MODELS

Embodiments herein provide a method for securing Neural Network (NN) models. The method includes: identifying, by the first electronic device, a crucial layer of a first NN model that is to be deployed for processing in a second electronic device. The method includes extracting, by the first electro...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: ZAFAR, Aarif, PANDA, Rajesh Kumar, MANI, Sharmila, SAHNI, Nikhil, SHEKHAWAT, Balwant Singh, MANDALAPU, Srikanth, SHEORAN, Yogesh, DESIREDDY, Srividya, MALIYE, Sagar Mahesh, NAIR, Renju Chirakarotu
Format: Patent
Sprache:eng ; fre ; ger
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC COMMUNICATION TECHNIQUE
ELECTRICITY
PHYSICS
TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHICCOMMUNICATION
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Beschreibung
Zusammenfassung:Embodiments herein provide a method for securing Neural Network (NN) models. The method includes: identifying, by the first electronic device, a crucial layer of a first NN model that is to be deployed for processing in a second electronic device. The method includes extracting, by the first electronic device, the crucial layer of the first NN model. The method includes encrypting, by the first electronic device, the crucial layer. The method includes generating, by the first electronic device, a second NN model includes the encrypted crucial layer. The method includes deploying, by the first electronic device, the second NN model to the second electronic device for processing in the second electronic device.