Browsing by Author "Ahmed, Md Faisal"
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MalFam: a comprehensive study on malware families with state-of-the-art CNN architectures with classifications and XAI
Haque, Abid Hossain; Jahin, Labiba Ifrit; Katib, Sheikh Yasir Hossain; Tuhee, Saiwara Mahmud; Tasnia, Maisoon (Brac University, 2024-01)Just as the digital transformation of everything in this ‘Information Age’ has acted substantially to mitigate conventional crimes to a degree, the rate of cyber crime has parallelly elevated alarmingly. As malware has ... -
Sentiment analysis to determine employee job satisfaction using machine learning techniques
Mouli, Nazifa; Das, Protiva; Bin Muquith, Munim; Biswas, Aurnab; Kabir Niloy, MD Dilshad (Brac University, 2023-01)Over the past three years, the COVID-19 epidemic had a significant impact on the labor market. Employees have been laid off and the majority of them have changed careers. If they can collect more datasets in the future, ... -
ShielDroid: a hybrid ML and DL approach for real-time malware detection system in Android
Ahmed, Md Faisal; Biash, Zarin Tasnim; Shakil, Abu Raihan; Ryen, Ahmed Ann Noor; Hossain, Arman (Brac University, 2021-09)Due to the rapid development of the advanced world of technology, there is a high increase in devices such as smartphones and tablets, which increase the number of applications used. Though an application has to pass the ...