most citedCNN-LSTM and Transfer Learning Models for Malware Classification based on Opcodes and API Calls

63 citations · 63 across the 1 of their papers we have counts for

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2 papers

cs.CR2024★ 63 cited

CNN-LSTM and Transfer Learning Models for Malware Classification based on Opcodes and API Calls

Ahmed Bensaoud, Jugal Kalita

In this paper, we propose a novel model for a malware classification system based on Application Programming Interface (API) calls and opcodes, to improve classification accuracy.…

cs.CR2020

Classifying Malware Images with Convolutional Neural Network Models

Ahmed Bensaoud, Nawaf Abudawaood, Jugal Kalita

Due to increasing threats from malicious software (malware) in both number and complexity, researchers have developed approaches to automatic detection and classification of malwar…