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  • Open Access

    ARTICLE

    An Optimization of Weak Key Attacks Based on the BGF Decoding Algorithm

    Bing Liu*, Ting Nie, Yansong Liu, Weibo Hu

    CMC-Computers, Materials & Continua, Vol.84, No.3, pp. 4583-4599, 2025, DOI:10.32604/cmc.2025.065296 - 30 July 2025

    Abstract Among the four candidate algorithms in the fourth round of NIST standardization, the BIKE (Bit Flipping Key Encapsulation) scheme has a small key size and high efficiency, showing good prospects for application. However, the BIKE scheme based on QC-MDPC (Quasi Cyclic Medium Density Parity Check) codes still faces challenges such as the GJS attack and weak key attacks targeting the decoding failure rate (DFR). This paper analyzes the BGF decoding algorithm of the BIKE scheme, revealing two deep factors that lead to DFR, and proposes a weak key optimization attack method for the BGF decoding More >

  • Open Access

    ARTICLE

    Generalized Jaccard Similarity Based Recurrent DNN for Virtualizing Social Network Communities

    R. Gnanakumari1,*, P. Vijayalakshmi2

    Intelligent Automation & Soft Computing, Vol.36, No.3, pp. 2719-2730, 2023, DOI:10.32604/iasc.2023.034145 - 15 March 2023

    Abstract In social data analytics, Virtual Community (VC) detection is a primary challenge in discovering user relationships and enhancing social recommendations. VC formation is used for personal interaction between communities. But the usual methods didn’t find the Suspicious Behaviour (SB) needed to make a VC. The Generalized Jaccard Suspicious Behavior Similarity-based Recurrent Deep Neural Network Classification and Ranking (GJSBS-RDNNCR) Model addresses these issues. The GJSBS-RDNNCR model comprises four layers for VC formation in Social Networks (SN). In the GJSBS-RDNNCR model, the SN is given as an input at the input layer. After that, the User’s Behaviors… More >

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