129 citations · 717 across the 46 of their papers we have counts for
7 papers · 1 filter
AMD-FCG: An Enhanced Function Call Graph Dataset with Integrated Topological Features for Malware Detection and Classification
Parthajit Borah, Sakshi Singh, D. K. Bhattacharyya +1
As malware illustrates a complex structure and behavior, detection of these has been a significant challenge in the domain of cybersecurity along with related services in daily lif…
TUANDROMD-X: Advanced Entropy and Visual Analytics Dataset for Enhanced Malware Detection and Classification
Parthajit Borah, Upasana Sarmah, D. K. Bhattacharyya +1
Malware and malware-based attacks are becoming more prevalent and complex. Attackers regularly come up with new techniques that have the ability to evade conventional and signature…
A Survey of Malware Detection Using Deep Learning
Ahmed Bensaoud, Jugal Kalita, Mahmoud Bensaoud
The problem of malicious software (malware) detection and classification is a complex task, and there is no perfect approach. There is still a lot of work to be done. Unlike most o…
Deep Multi-Task Learning for Malware Image Classification
Ahmed Bensaoud, Jugal Kalita
Malicious software is a pernicious global problem. A novel multi-task learning framework is proposed in this paper for malware image classification for accurate and fast malware de…
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…
Authentication of Smartphone Users Using Behavioral Biometrics
Abdulaziz Alzubaidi, Jugal Kalita
Smartphones and tablets have become ubiquitous in our daily lives. Smartphones, in particular, have become more than personal assistants. These devices have provided new avenues fo…
Survey on Incremental Approaches for Network Anomaly Detection
Monowar H. Bhuyan, D. K. Bhattacharyya, J. K. Kalita
As the communication industry has connected distant corners of the globe using advances in network technology, intruders or attackers have also increased attacks on networking infr…