Ausgabe 4/2021
Inhalt (6 Artikel)
Open Access
Original Paper
Data augmentation and transfer learning to classify malware images in a deep learning context
Niccolò Marastoni, Roberto Giacobazzi, Mila Dalla Preda
Original Paper
Signature-less ransomware detection and mitigation
Yash Shashikant Joshi, Harsh Mahajan, Sumedh Nitin Joshi, Kshitij Pradeep Gupta, Aarti Amod Agarkar
Original Paper
Android malware classification using convolutional neural network and LSTM
Soodeh Hosseini, Ali Emamali Nezhad, Hossein Seilani
Original Paper
A novel method for malware detection based on hardware events using deep neural networks
Hadis Ghanei, Farnoush Manavi, Ali Hamzeh
Original Paper
Malware detection and classification using community detection and social network analysis
Varshini Reddy, Naimisha Kolli, N. Balakrishnan