Browsing by Author "Ahmed, Md Faisal"

Now showing items 1-5 of 5

    • A machine learning based approach for DDos attack detection 

      Tahrim, Tasmiah; Sharan, MD Asif; Monsur, Meshaq; Hasan, MD Abid; Azad, Tanzina Binte (Brac University, 2023-09)
      The modern era saw the rise of technologies in almost every sector. Computers are gradually becoming faster and smaller, also allowing people to utilize them almost everywhere. As computer technology has become an important ...

    • 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 ...

    • Real-time DDoS detection in software-defined networks using machine learning 

      Hasan, Kadir; Hossain, Kaji Sajjad; Apurbo, GM Mohaiminuzzaman; Islam, MD Zubairul; Alam, Md Shakibul (Brac University, 2024-05)
      As the landscape of the digital world keeps changing and getting more advanced, so do the sophistication and complexities of cyber threats. Distributed Denial of Service (DDoS) attacks have become a major threat to network ...

    • 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 ...