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  • Open Access

    ARTICLE

    On the Resilience of Traffic Features under Concept Drift in Hidden Service Fingerprinting

    Xiaoyun Yuan1,2,3,*, Zhengge Yi1,2, Jingxi Zhang1,2, Hairui Zhang3

    CMC-Computers, Materials & Continua, Vol.88, No.3, 2026, DOI:10.32604/cmc.2026.072275 - 23 July 2026

    Abstract Website Fingerprinting (WF) has emerged as a promising technique for identifying user access patterns to Hidden Services (HS). Despite growing interest in WF for HS, the absence of well-established foundations and systematic guidelines for feature selection undercuts the robustness of WF techniques in the face of concept drift. To address this gap, we present an empirical study focusing on feature resilience under concept drift in WF for HS. Specifically, we categorize features into network-specific and network-agnostic groups and quantify their information leakage potential via mutual information. We further assess each feature’s resilience to concept drift More >

  • Open Access

    ARTICLE

    Positive Resilience on the Margins: The Structural Stigma of China’s Rural Queer Community and the Path of Self-Confirmation

    Chao Liu1,2, Sihang Liu3,#, Hao Chen2,3,#, Tsai-Hsuan Tsai4,5,6,*

    International Journal of Mental Health Promotion, Vol.28, No.6, 2026, DOI:10.32604/ijmhp.2026.080509 - 23 June 2026

    Abstract Backgrounds: Positive psychology has increasingly been applied to marginalized populations, yet limited attention has been paid to how it explains the experiences of sexual minorities living under persistent structural stigma in non-Western rural contexts. This study examined the structural pressures, psychological dilemmas, and positive resilience pathways of sexual minorities in rural China. This study aims to examine the structural pressures, psychological dilemmas, and pathways of positive resilience experienced by sexual minorities in rural China under persistent structural stigma. Methods: Using cyberethnography and grounded theory, this study analyzed 264 publicly available online narratives selected from an initial… More >

  • Open Access

    ARTICLE

    From Local Large-Scale Health Signal Inflation to Stochastic Stationarity: A Multiple-Component Risk Recalibration Framework via Intelligent Difference-in-Differences Decomposition

    Marco Roccetti*

    CMES-Computer Modeling in Engineering & Sciences, Vol.147, No.2, 2026, DOI:10.32604/cmes.2026.082258 - 27 May 2026

    Abstract Geospatial health risk signals, characterized by associations with high magnitude statistical significance, may frequently originate from circumscribed observational data streams. When these signals are fueled by massive N-size datasets, the large dimensional scale of the sample can induce a misleading interpretation of local evidence as a statistically significant risk inflation. The objective of this study is to verify whether such health risk configurations constitute geospatial structural artifacts: namely, stochastic distortions generated by the spatial information of local health repositories that, despite their massive scale, may remain fundamentally distant from broader contextual realities. To this aim,… More >

  • Open Access

    REVIEW

    Nanomaterial-Mediated Modulation of Plant Functional Traits and Rhizosphere Processes: Mechanistic Insights into Plant Stress Physiology

    Abdul Ghafoor1,*, Muhammad Munir2,*, Khalid Turk1, Muhammad Tahir3, Umair Riaz4, Adnan Mustafa5

    Phyton-International Journal of Experimental Botany, Vol.95, No.5, 2026, DOI:10.32604/phyton.2026.080990 - 27 May 2026

    Abstract Agricultural systems increasingly face interacting abiotic and biotic stresses driven by climate change and soil degradation. Plant performance under such conditions is determined by coordinated networks of functional traits governing resource acquisition, allocation, and defense. These traits also structure plant-associated microbiomes, whose activities influence nutrient cycling, stress buffering, and disease suppression. This review synthesizes current evidence that agricultural nanomaterials enhance crop stress resilience primarily by reprogramming plant functional trait networks and, through them, modulating microbiome dynamics. We analyze how nanomaterial physicochemical properties including size, surface chemistry, dissolution behavior, and redox activity determine their bioavailability and… More >

  • Open Access

    ARTICLE

    Nickel Enhances Soybean Growth and Resilience to Iron Stress by Improving Gas Exchange and Antioxidant Metabolism

    Elizeu Monteiro Pereira Júnior, Lorena de Souza Cunha, Andreza Sousa Carmo, Ana Clara Lucarini, Ynglety Cascaes Pereira Matos, Allan Klynger da Silva Lobato, Elaine Maria Silva Guedes Lobato*

    Phyton-International Journal of Experimental Botany, Vol.95, No.5, 2026, DOI:10.32604/phyton.2026.072138 - 27 May 2026

    Abstract Nickel (Ni) is an essential metallic micronutrient for optimal plant growth and development, regulator of essential metabolic processes, but its interaction with other essential nutrients can result in differences in the absorption of these nutrients, which can disrupt the ionic balance. The objective of this research was to evaluate the physiological performance and growth of soybean plants subjected to Ni levels applied via soil under Fe (iron) excess, determining the behavior of redox metabolism, gas exchange, and photosynthetic pigments. The experiment was conducted in a completely randomized design with a factorial 2 × 3, with… More >

  • Open Access

    ARTICLE

    Cybersecurity for Sustainable Smart Cities: Threat-Resilient and Energy-Conscious Urban Systems

    Abdullah Alshammari*

    CMC-Computers, Materials & Continua, Vol.88, No.1, 2026, DOI:10.32604/cmc.2026.078634 - 08 May 2026

    Abstract The proliferation of Internet of Things (IoT) devices in the infrastructure of smart cities has posed cybersecurity risks like never before, which have direct implications on the sustainability and energy consumption of cities. In this paper, a multi-faceted Threat-Resilient Energy-Conscious Security Framework (TRECSF) is introduced that combines intrusion detection methods powered by deep learning, blockchain-driven data integrity verification mechanism, and energy-aware security protocols in smart city ecosystems to achieve their sustainability. The new Hybrid Convolutional Neural Network-Long Short-Term Memory (CNN-LSTM) model is introduced to the proposed architecture, which fulfills the purpose of the study to… More >

  • Open Access

    ARTICLE

    Anxiety and Depression among High School Students: Roles of Psychological Resilience and Subjective Well-Being

    Guangdong Zhou1,2, Qing Zhang1, Meishuo Yu3,*

    International Journal of Mental Health Promotion, Vol.28, No.4, 2026, DOI:10.32604/ijmhp.2026.076721 - 28 April 2026

    Abstract Background: Adolescence is a critical period for mental health development, during which individuals may experience emotional challenges such as anxiety and depression. However, the patterns of how these symptoms develop and change over time in high school students, as well as the factors that influence these patterns, remain unclear. This study aims to identify distinct anxiety-depression symptom profiles and their transitions over time, while examining the roles of gender, subjective well-being, and psychological resilience in shaping these profiles. Methods: Two-wave longitudinal questionnaire data were collected from 913 high school students (57% female) in Shandong Province, China,… More >

  • Open Access

    ARTICLE

    A 3D Object Recovery Framework for Enhancing In-Vehicle Network Resilience to Data Tampering Attack

    Gangtao Han1, Yurui Chen1, Song Wang1,*, Enqing Chen1, Lingling Li2, Gaofeng Pan3

    CMC-Computers, Materials & Continua, Vol.87, No.3, 2026, DOI:10.32604/cmc.2026.077768 - 09 April 2026

    Abstract The integrity of perception data transmitted over in-vehicle networks is important for the safety of autonomous driving. However, legacy protocols like the Controller Area Network (CAN) bus which lacks essential security features make In-Vehicle Networks (IVNs) vulnerable to data tampering attacks. Current research typically focuses on detecting the attack itself but ignores the information recovery from the missing data, leading to an unsafe autonomous driving system. To address the issue, we propose a 3D object recovery framework to recover the missing data caused by the tampering attack that occurred in in-vehicle networks. The proposed framework… More >

  • Open Access

    ARTICLE

    Somatization and Eating Problems in Adolescents in Residential Care: The Influence of Relational Trauma, Attachment, Gender, and Personal Resources

    Laura Lacomba-Trejo1,*, Francisco González-Sala1, Sandra Simó2, Florencia Talmón-Knuser3

    International Journal of Mental Health Promotion, Vol.28, No.3, 2026, DOI:10.32604/ijmhp.2026.077053 - 31 March 2026

    Abstract Backgrounds: Somatization and eating-related problems in adolescents living in residential care may be shaped by the interplay of risk and protective factors, including gender, relational trauma, attachment patterns, emotional intelligence, and perceived social support. This study examined how gender, relational trauma, attachment dimensions, resilience, and emotional intelligence contribute to the presence of somatic and eating difficulties in this population. Methods: The sample included 46 adolescents (63% female; ages 12–17, Mean = 14.85, Standard Deviation (SD) = 1.49) residing in child protection institutions in Uruguay. Participants completed self-report measures assessing childhood relational trauma (CaMir), attachment dimensions (anxiety… More > Graphic Abstract

    Somatization and Eating Problems in Adolescents in Residential Care: The Influence of Relational Trauma, Attachment, Gender, and Personal Resources

  • Open Access

    ARTICLE

    Optimizing Routing Algorithms for Next-Generation Networks: A Resilience-Driven Framework for Space-Air-Ground Integrated Networks

    Peiying Zhang1,2, Yihong Yu1,2, Jia Luo3,4,*, Nguyen Gia Ba5, Lizhuang Tan6,7, Lei Shi8

    CMC-Computers, Materials & Continua, Vol.87, No.2, 2026, DOI:10.32604/cmc.2026.076690 - 12 March 2026

    Abstract Next-Generation Networks (NGNs) demand high resilience, dynamic adaptability, and efficient resource utilization to enable ubiquitous connectivity. In this context, the Space-Air-Ground Integrated Network (SAGIN) architecture is uniquely positioned to meet these requirements. However, conventional NGN routing algorithms often fail to account for SAGIN’s intrinsic characteristics, such as its heterogeneous structure, dynamic topology, and constrained resources, leading to suboptimal performance under disruptions such as node failures or cyberattacks. To meet these demands for SAGIN, this study proposes a resilience-oriented routing optimization framework featuring dynamic weighting and multi-objective evaluation. Methodologically, we define three core routing performance metrics,… More >

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