METHOD FOR EXTRACTING ARTIFICIAL NEURAL NETWORK BY USING MELTDOWN VULNERABILITY

METHOD FOR EXTRACTING ARTIFICIAL NEURAL NETWORK BY USING MELTDOWN VULNERABILITY

An artificial neural network extraction method is disclosed. The artificial neural network extraction method is performed by a computing device which can communicate with a server for providing Machine-Learning-as-a-Service (MLaaS) and which includes at least a processor, the method comprising the s...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: JEONG, Hoyong, RYU, Do-Hyun, HUR, Junbeom
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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Beschreibung
Zusammenfassung:An artificial neural network extraction method is disclosed. The artificial neural network extraction method is performed by a computing device which can communicate with a server for providing Machine-Learning-as-a-Service (MLaaS) and which includes at least a processor, the method comprising the steps of: acquiring a page table of a process to be attacked; acquiring, on the basis of the page table, heap area data of the process to be attacked; acquiring, on the basis of the heap area data, an artificial neural network instance of the process to be attacked; and extracting a structure of an artificial neural network model on the basis of the artificial neural network instance.