Comparing Deep Learning and Shallow Learning Techniques for API Calls Malware Prediction: A Study

Comparing Deep Learning and Shallow Learning Techniques for API Calls Malware Prediction: A Study

Recognition of malware is critical in cybersecurity as it allows for avoiding execution and the downloading of malware. One of the possible approaches is to analyze the executable’s Application Programming Interface (API) calls, which can be done using tools that work in sandboxes, such as Cuckoo or...

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Bibliographic Details
Main Authors: Angelo Cannarile, Vincenzo Dentamaro, Stefano Galantucci, Andrea Iannacone, Donato Impedovo, Giuseppe Pirlo
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Applied Sciences
Subjects:
CAPEv2
cuckoo
machine learning
classification
malware prediction
API calls
Online Access:https://www.mdpi.com/2076-3417/12/3/1645

Internet

https://www.mdpi.com/2076-3417/12/3/1645

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