Krishna Yadav

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    Journal Publications

    A Novel Data Poisoning Attack in Federated Learning based on Inverted Loss Function

    Prajwal Gupta, Krishna Yadav, B.B Gupta, Mamoun Alazab Thipa Reddy Gadekallu
    Computer & Security(2023; IF:5.1; Q-Index:Q1)  Paper

    A Novel Approach for Phishing URLs Detection using Lexical based Machine Learning in a Real-time Environment

    Krishna Yadav, B.B Gupta, Imran Razzak, Konstantions Psannis Arcangelo Castiglione Xiaojun Chang
    Computer Communication(2023; IF:5.0; Q-Index:Q1)  Paper

    ClusterFed: Semi-supervised-based Labeling for Zero-day Attack with Cluster Analysis in Federated Learning

    Krishna Yadav, B.B Gupta,
    Under Review at IEEE IoT Journal(2023; IF:10.1; Q-Index:Q1)  Paper

    Conference Publications

    Unsupervised Federated Learning based IoT Intrusion Detection

    Krishna Yadav, B.B Gupta, Kwok Tai Chui, Ching-Hsien Hsu
    2021 IEEE Global Conference on Consumer Electronics  Paper

    Clustering Algorithm to Detect Adversaries in Federated Learning

    Krishna Yadav, B.B Gupta,
    2021 IEEE International Conference on Consumer Electronics  Paper

    Differential Privacy Approach to Solve Gradient Leakage Attack in a Federated Machine Learning Environmentt

    Krishna Yadav, B.B Gupta, Konstantions Psannis, Kwok Tai Chui
    Computational Data and Social Networks: 9th International Conference  Paper