2.6k citations · 2.8k across the 24 of their papers we have counts for
5 papers · 1 filter
Malware Classification using Deep Learning based Feature Extraction and Wrapper based Feature Selection Technique
Muhammad Furqan Rafique, Muhammad Ali, Aqsa Saeed Qureshi +2
In the case of malware analysis, categorization of malicious files is an essential part after malware detection. Numerous static and dynamic techniques have been reported so far fo…
Ransomware Analysis using Feature Engineering and Deep Neural Networks
Arslan Ashraf, Abdul Aziz, Umme Zahoora +2
Detection and analysis of a potential malware specifically, used for ransom is a challenging task. Recently, intruders are utilizing advanced cryptographic techniques to get hold o…
A Recent Survey on the Applications of Genetic Programming in Image Processing
Asifullah Khan, Aqsa Saeed Qureshi, Noorul Wahab +2
Genetic Programming (GP) has been primarily used to tackle optimization, classification, and feature selection related tasks. The widespread use of GP is due to its flexible and co…
Transfer Learning and Meta Classification Based Deep Churn Prediction System for Telecom Industry
Uzair Ahmed, Asifullah Khan, Saddam Hussain Khan +3
A churn prediction system guides telecom service providers to reduce revenue loss. However, the development of a churn prediction system for a telecom industry is a challenging tas…
A Survey of the Recent Architectures of Deep Convolutional Neural Networks
Asifullah Khan, Anabia Sohail, Umme Zahoora +1
Deep Convolutional Neural Network (CNN) is a special type of Neural Networks, which has shown exemplary performance on several competitions related to Computer Vision and Image Pro…