A Comprehensive Review on Malware Detection Approaches
Citations
79 citations
63 citations
47 citations
44 citations
44 citations
References
7,767 citations
"A Comprehensive Review on Malware D..." refers background in this paper
...the deep belief network (DBN) [94] that utilizes the built restricted Boltzmannmachines (RBM)which is beneficial for better characterizing Android apps....
[...]
...In the pre-training phase, they adopted VOLUME 8, 2020 6261 the deep belief network (DBN) [94] that utilizes the built restricted Boltzmannmachines (RBM)which is beneficial for better characterizing Android apps....
[...]
3,300 citations
"A Comprehensive Review on Malware D..." refers methods in this paper
...• NSL-KDD dataset (2009): It is an updated version of the KDD’99 dataset which consists of approximately 125,000 records and 41 features [22]....
[...]
1,905 citations
"A Comprehensive Review on Malware D..." refers background in this paper
...• Drebin dataset (2014): This dataset is created for smart phones to examine the effectiveness of the existing antivirus software [23]....
[...]
1,106 citations
1,035 citations