Researchers Submit Patent Application, "Methods, Devices, and Systems for Sanitizing a Neural Network to Remove Potential Malicious Data", for Approval (USPTO 20240028722).
In: Blood Weekly, 2024-02-15, S. 843-843
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Zugriff:
A patent application has been submitted for methods, devices, and systems to sanitize a neural network and remove potential malicious data. The application describes a system that can retrain a neural network by providing inputs, generating outputs, and updating model parameters based on error values. The retraining process can be stopped when a threshold number of model parameters have been updated. The system can also set a subset of weights to zero and iteratively update non-zero weights based on error values. The updated model parameters can be sent back to the user computing device. The patent application provides detailed descriptions of various arrangements and features of the system. [Extracted from the article]
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Researchers Submit Patent Application, "Methods, Devices, and Systems for Sanitizing a Neural Network to Remove Potential Malicious Data", for Approval (USPTO 20240028722).
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Zeitschrift: | Blood Weekly, 2024-02-15, S. 843-843 |
Veröffentlichung: | 2024 |
Medientyp: | serialPeriodical |
ISSN: | 1065-6073 (print) |
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