View Vol. 8 , Iss. 2 (October 2026)

Journal of Electronic & Information Systems

ISSN: 2661-3204 (Online)

Vol. 8 , Iss. 2 (October 2026)

  • ARTICLE

    Enhancing Software Defect Prediction Security via Federated BLSTM with Differential Privacy

    Aunik Hasan Mridul, Raihan Jamil, Md Injamul Haque, Niazi Mahrab, Sartaz Islam, Mohammad Abdullah Al Nayeem Khan, Nowreen Ahsan, Md Abdur Rakib
    1-13

    Article ID: 13303    DOI：https://doi.org/10.30564/jeis.v8i2.13303
    44  (Abstract) 18  (Download)

    Abstract: Software Defect Prediction (SDP) is an issue of paramount importance for improvement of software quality but data isolation and privacy concerns across organizations affects efficacy of SDP. By making use of a Federated Learning (FL) framework in combination with Differential Privacy (DP) for collective learning without exchanging any raw data, we provide a unique solution... More