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Browsing by Author "Islam, Takia"

Browsing by Author "Islam, Takia"

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  • Evaluation of N-gram Based Multi-layer Approach to Detect Malware in Android 
    Islam, Takia; Rahman, Sheikh Shah Mohammad Motiur; Hasan, Md. Aumit; Rahaman, Abu Sayed Md. Mostafizur; Jabiullah, Md. Ismail (Procedia Computer Science, Elsevier, 2020)
    N-gram techniques usually used in Natural Language Processing (NLP). Those techniques along with stacked generalization has been experimented and assessed in the field of android malware detection. Beacuse of the rapidly ...
  • IntAnti-Phish 
    Rahman, Sheikh Shah Mohammad Motiur; Gope, Lakshman; Islam, Takia; Alazab, Mamoun (Studies in Computational Intelligence , Springer, 2020-12-15)
    Among the cybercriminals, the popularity of phishing has been rapidly growing day by day. Therefore, phishing has become an alarming issue to solve in the field of cybersecurity. Many researchers have already proposed ...
  • IntAnti-Phish 
    Rahman, Sheikh Shah Mohammad Motiur; Gope, Lakshman; Islam, Takia; Alazab, Mamoun (Scopus, 2021)
    Among the cybercriminals, the popularity of phishing has been rapidly growing day by day. Therefore, phishing has become an alarming issue to solve in the field of cyber security. Many researchers have already proposed ...
  • An Investigation and Evaluation of N-Gram, TF-IDF and Ensemble Methods in Sentiment Classification 
    Rahman, Sheikh Shah Mohammad Motiur; Biplob, Khalid Been Md. Badruzzaman; Rahman, Md. Habibur; Sarker, Kaushik; Islam, Takia (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST, 2020)
    In the area of sentiment analysis and classification, the performance of the classification tasks can be varied based on the usage of text vectorization and feature extraction methods. This paper represents a detailed ...
  • A Large-Scale Investigation to Identify the Pattern of App Component in Obfuscated Android Malwares 
    Russel, Md. Omar Faruque Khan; Motiur Rahman, Sheikh Shah Mohammad; Islam, Takia (Springer, 2020-06-15)
    Number of smartphone users of android based devices is growing rapidly. Because of the popularity of the android market malware attackers are focusing in this area for their bad intentions. Therefore, android malware ...
  • A Large-Scale Investigation to Identify the Pattern of Permissions in Obfuscated Android Malwares 
    Russel, Md. Omar Faruque Khan; Motiur Rahman, Sheikh Shah Mohammad; Islam, Takia (Springer, 2020-07-30)
    This paper represents a simulation-based investigation of permissions in obfuscated android malware. Android malware detection has become a challenging and emerging area to research in information security because of the ...
  • Phish Stack 
    Rahman, Sheikh Shah Mohammad Motiur; Islam, Takia; Jabiullah, Md. Ismail (Scopus, 2020)
    Stacked Generalization has been assessed and evaluated in the field of Phishing URLs detection. This field has become egregious area of information security. Recently, different phishing URLs detection systems have already ...
  • Towards A Blockchain Based Platform to Share the Datasets 
    kumar, D K Tonoy; Islam, Takia (Daffodil International University, 2018-12-23)
    Conventional cloud or central authority based storage has depended solely on extensive capacity suppliers, who act as trusted third parties to exchange and store information. This model represents various issues including ...

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