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    Efficient Malware Detection And Response Model Using Enhanced Parallel Deep Learning (EPDL-MDR) by Chowdhury Sajadul Islam

    Published 2026
    “…Upon converting PE files to images, the deep learning pixel-matching algorithm identifies obscured malware features. The enhanced harmony search (EHS) algorithm is employed to tune hyperparameters and increase model performance while mitigating overfitting in the EPDL model. …”
    thesis::doctoral thesis
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    Implementation of a Symmetric Chaotic Encryption Scheme by Sivanandan, Easwari

    Published 2004
    “…However, traditional cryptosystems demand high computational complexity andhigh digital signal processors which in return increases the cost of implementation. There is parallel growth in cryptographic techniques which originated anintense research activity and the search for new directions in cryptography such as chaotic encryption. …”
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    Final Year Project