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  • Open Access

    ARTICLE

    Towards Decentralized IoT Security: Optimized Detection of Zero-Day Multi-Class Cyber-Attacks Using Deep Federated Learning

    Misbah Anwer1,*, Ghufran Ahmed1, Maha Abdelhaq2, Raed Alsaqour3, Shahid Hussain4, Adnan Akhunzada5,*

    CMC-Computers, Materials & Continua, Vol.86, No.1, pp. 1-15, 2026, DOI:10.32604/cmc.2025.068673 - 10 November 2025

    Abstract The exponential growth of the Internet of Things (IoT) has introduced significant security challenges, with zero-day attacks emerging as one of the most critical and challenging threats. Traditional Machine Learning (ML) and Deep Learning (DL) techniques have demonstrated promising early detection capabilities. However, their effectiveness is limited when handling the vast volumes of IoT-generated data due to scalability constraints, high computational costs, and the costly time-intensive process of data labeling. To address these challenges, this study proposes a Federated Learning (FL) framework that leverages collaborative and hybrid supervised learning to enhance cyber threat detection in… More >

  • Open Access

    ARTICLE

    GSLDWOA: A Feature Selection Algorithm for Intrusion Detection Systems in IIoT

    Wanwei Huang1,*, Huicong Yu1, Jiawei Ren2, Kun Wang3, Yanbu Guo1, Lifeng Jin4

    CMC-Computers, Materials & Continua, Vol.86, No.1, pp. 1-24, 2026, DOI:10.32604/cmc.2025.068493 - 10 November 2025

    Abstract Existing feature selection methods for intrusion detection systems in the Industrial Internet of Things often suffer from local optimality and high computational complexity. These challenges hinder traditional IDS from effectively extracting features while maintaining detection accuracy. This paper proposes an industrial Internet of Things intrusion detection feature selection algorithm based on an improved whale optimization algorithm (GSLDWOA). The aim is to address the problems that feature selection algorithms under high-dimensional data are prone to, such as local optimality, long detection time, and reduced accuracy. First, the initial population’s diversity is increased using the Gaussian Mutation More >

  • Open Access

    ARTICLE

    Structural, Morphological and Optical Comparison of In-S Films Deposited by CBD and Ultrasonic Pyrolytic Spraying, as a Buffer Layer in CIGS Solar Cells

    A. Ledesma-Juárez1, J. F. Quintero-Guerrero2, A. M. Fernández1,*

    Chalcogenide Letters, Vol.22, No.12, pp. 1009-1018, 2025, DOI:10.15251/CL.2025.2212.1009 - 06 December 2025

    Abstract Indium sulphide (In2S3) has positioned itself as an environmentally friendly and efficient option compared to traditional CdS, used as a buffer layer in thin-film solar cells that use Cu(In,Ga)Se2 (CIGS) as an absorbent material. This study provides a comparative analysis of two techniques for depositing thin films of In2S3: chemical bath deposition (CBD) and ultrasonic pyrolytic spraying. Their structural, morphological, compositional, and optical properties were evaluated. The films obtained by pyrolytic spraying, showed adequate crystallinity and uniformity. On the other hand, the films deposited by CBD had better stoichiometry (In2:S3 ≈ 40:60% at.) and higher bandgap values More >

  • Open Access

    ARTICLE

    New Findings on the Volatilome of Persea americana Miller

    Elizabeth Martinez1, Ana K. Escalera-Ordaz1, Francisco J. Espinosa-García2, Yolanda M. García-Rodríguez2, Rafael Ariza-Flores3, Javier Ponce-Saavedra4, Patricio Apáez-Barrios5, Héctor Guillén-Andrade1,*

    Phyton-International Journal of Experimental Botany, Vol.94, No.12, pp. 4155-4171, 2025, DOI:10.32604/phyton.2025.073438 - 29 December 2025

    Abstract Volatile organic compounds (VOCs) play an important role in plant survival and adaptation. They contribute to defense against pests and pathogens, tolerance to abiotic stress, and the mediation of essential ecological interactions such as pollination and attraction of dispersal agents. The complex mixture of VOCs produced by an organism, known as volatilome, varies across species, populations, and individuals, making VOCs a major factor in crop diversification and adaptation. In this context, characterizing the volatilome of crop genotypes can provide insight into their ecological associations and potential relationships with agronomic traits. In this study, the volatilome… More >

  • Open Access

    ARTICLE

    Simulation of Temperature Field in Oil-Based Drill Cuttings Pyrolysis Furnace for Shale Gas

    Pu Liu, Guangwei Bai*, Wei Li, Chuanhua Ge

    Frontiers in Heat and Mass Transfer, Vol.23, No.6, pp. 1847-1864, 2025, DOI:10.32604/fhmt.2025.070378 - 31 December 2025

    Abstract To address the issue of uneven temperature distribution in shale gas oil-based drill cuttings pyrolysis furnaces, a numerical model was developed using Fluent software. The effects of nitrogen flow rate, heating tube spacing, and furnace dimensions on the internal temperature field were thoroughly analyzed from a mechanistic perspective. The results indicated that non-uniform radiation from the heating tubes and flow disturbances induced by the nitrogen stream were the primary causes of localized heat concentration. Under no-load conditions, the maximum deviation between simulated and on-site measured temperatures was 1.5%, validating the model’s accuracy. Furthermore, this study More >

  • Open Access

    ARTICLE

    Surface Wettability and Boiling Heat Transfer Enhancement in Microchannels Using Graphene Nanoplatelet and Multi-Walled Carbon Nanotube Coatings

    Ghinwa Al Mimar1, Natrah Kamaruzaman1,*, Kamil Talib Alkhateeb2

    Frontiers in Heat and Mass Transfer, Vol.23, No.6, pp. 1933-1956, 2025, DOI:10.32604/fhmt.2025.070118 - 31 December 2025

    Abstract The pivotal role microchannels play in the thermal management of electronic components has, in recent decades, prompted extensive research into methods for enhancing their heat transfer performance. Among these methods, surface wettability modification was found to be highly effective owing to its significant influence on boiling dynamics and heat transfer mechanisms. In this study, we modified surface wettability using a nanocomposite coating composed of graphene nano plate (GNPs) and multi-walled carbon nanotubes (MWCNT) and then examined how the modification affected the transfer of boiling heat in microchannels. The resultant heat transfer coefficients for hydrophilic and… More >

  • Open Access

    CASE REPORT

    Understanding self-inflicted penile strangulation: a case series analysis of clinical management and psychological considerations

    Siddharta Saxena, Vikas Kumar Panwar,*, Ankur Mittal, Mohammed Taher Mujahid, Mehul Agarwal, Nalin Kumar Srivastav

    Canadian Journal of Urology, Vol.32, No.6, pp. 677-683, 2025, DOI:10.32604/cju.2025.063597 - 30 December 2025

    Abstract Background: Injuries to the penis resulting from self-inflicted strangulation with various objects are uncommon, yet these injuries are more frequently observed in young adults. Medical literature has identified items such as hair, thread, rubber bands, metallic rings, and vacuum erection devices as tools used for this purpose. These constrictive items impede venous return from the penis, potentially leading to severe complications such as ischemia or necrosis. This case series aims to analyse the clinical presentation, management strategies, and psychological dimensions of self-inflicted penile strangulation through a case series. Case Presentation: We conducted a retrospective analysis of… More >

  • Open Access

    ARTICLE

    Apoptosis in Human Gastric Cancer Cells is Triggered by Petasites japonicus Extract via ROS-Dependent MAPK Pathway Activation

    Woo-Gyun Choi, Byung Joo Kim*

    BIOCELL, Vol.49, No.12, pp. 2365-2375, 2025, DOI:10.32604/biocell.2025.072715 - 24 December 2025

    Abstract Objectives: Petasites japonicus (PJ) is a traditional medicinal herb widely used in East Asia for treating diverse ailments. However, its anticancer properties and underlying mechanisms have not been elucidated. This study investigated the anticancer potential and molecular mechanisms of the methanol extract of Petasites japonicus (PJE) in human adenocarcinoma gastric stomach (AGS) cells. Methods: AGS cells were treated with various concentrations of PJE, and cell viability was measured using MTT and CCK-8 assays. Apoptotic cell death was evaluated by the cell cycle, caspase-3 and -9 activity assays, and western blotting. To elucidate the underlying signaling mechanisms, we… More >

  • Open Access

    ARTICLE

    Finite Element Analysis of the Influence of End Grouting Defects in Grouted Sleeve on the Structural Performance of Precast Reinforced Concrete Columns

    Shuoting Xiao1,*, Nikita Igorevich Fomin1, Kirill Anatolyevich Khvostunkov2, Chong Liu1

    CMES-Computer Modeling in Engineering & Sciences, Vol.145, No.3, pp. 2821-2847, 2025, DOI:10.32604/cmes.2025.071961 - 23 December 2025

    Abstract Precast concrete structures have gained popularity due to their advantages. However, the seismic performance of their connection joints remains an area of ongoing research and improvement. Grouted Sleeve Connection (GSC) offers a solution for connecting reinforcements in precast components, but their vulnerability to internal defects, such as construction errors and material variability, can significantly impact performance. This article presents a finite element analysis (FEA) to evaluate the impact of internal grouting defects in GSC on the structural performance of precast reinforced concrete columns. Four finite element models representing GSC with varying degrees of defects were… More > Graphic Abstract

    Finite Element Analysis of the Influence of End Grouting Defects in Grouted Sleeve on the Structural Performance of Precast Reinforced Concrete Columns

  • Open Access

    REVIEW

    Attribute-Based Encryption for IoT Environments—A Critical Survey

    Daskshnamoorthy Manivannan*

    Journal on Internet of Things, Vol.7, pp. 71-97, 2025, DOI:10.32604/jiot.2025.072809 - 24 December 2025

    Abstract Attribute-Based Encryption (ABE) secures data by tying decryption rights to user attributes instead of identities, enabling fine-grained access control. However, many ABE schemes are unsuitable for Internet of Things (IoT) due to limited device resources. This paper critically surveys ABE schemes developed specifically for IoT over the past decade, examining their evolution, strengths, limitations, and access control capabilities. It provides insights into their security, effectiveness, and real-world applicability, highlights the current state of ABE in securing IoT data and access, and discusses remaining challenges and open issues. More >

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