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  • Open Access

    ARTICLE

    Autonomous Cyber-Physical System for Anomaly Detection and Attack Prevention Using Transformer-Based Attention Generative Adversarial Residual Network

    Abrar M. Alajlan1,*, Marwah M. Almasri2

    CMC-Computers, Materials & Continua, Vol.85, No.3, pp. 5237-5262, 2025, DOI:10.32604/cmc.2025.066736 - 23 October 2025

    Abstract Cyber-Physical Systems integrated with information technologies introduce vulnerabilities that extend beyond traditional cyber threats. Attackers can non-invasively manipulate sensors and spoof controllers, which in turn increases the autonomy of the system. Even though the focus on protecting against sensor attacks increases, there is still uncertainty about the optimal timing for attack detection. Existing systems often struggle to manage the trade-off between latency and false alarm rate, leading to inefficiencies in real-time anomaly detection. This paper presents a framework designed to monitor, predict, and control dynamic systems with a particular emphasis on detecting and adapting to… More >

  • Open Access

    PROCEEDINGS

    Physical Field Prediction of Fiber-Reinforced Composite Based on Improved Convolutional Neural Network and Generative Representative Volume Element Model

    Qiuze Yao, Zhensheng Wu, Xiang Peng*

    The International Conference on Computational & Experimental Engineering and Sciences, Vol.33, No.2, pp. 1-1, 2025, DOI:10.32604/icces.2025.011507

    Abstract Fiber-reinforced composites are widely applied in various fields due to their high strength and modulus, and analyzing their physical field is crucial for improving material performance and structural design. However, traditional analysis methods, such as finite element analysis (FEM) and numerical computation are still limited by computational efficiency and accuracy when applied to microstructures. To address this challenge, convolutional neural network (CNN) approaches are being developed to quickly and accurately predict the physical fields in fiber-reinforced composites. Under static loading, the U-Net framework is developed with an adaptive two-stage training approach to address the generalization… More >

  • Open Access

    ARTICLE

    Physical exercise and mental health in college students: The chain mediating role of peer relationships and self-esteem

    Zehui Zhou1, Juan Song2,*, Kelei Guo1,*

    Journal of Psychology in Africa, Vol.35, No.5, pp. 689-694, 2025, DOI:10.32604/jpa.2025.066954 - 24 October 2025

    Abstract This study explored the relationship between physical exercise and college students’ mental health, as well as the mediating role of peer relationships and self-esteem. Participants were 1513 undergraduate students (first to fourth year) from six universities in Guangdong Province, China. They completed the Physical Exercise Scale, College Student Mental Health Scale, Peer Relationship Scale, and Self-Esteem Scale. The results following correlation analysis, structural equation modeling, and the bias-corrected percentile bootstrap method indicated. (1) Physical exercise was positively correlated with the mental health of college students and the direct path was significant; (2) Physical exercise and… More >

  • Open Access

    ARTICLE

    Relationship between Resilience and Physical Activity in Adolescents: The Role of Family Functioning

    Dingmeng Mao1, Guannan Bai2, Lin Yang3,4,5, Jane Jie Yu1,*

    International Journal of Mental Health Promotion, Vol.27, No.9, pp. 1221-1235, 2025, DOI:10.32604/ijmhp.2025.069810 - 30 September 2025

    Abstract Background: Physical inactivity among adolescents has become a global public health challenge, with over 80% failing to meet the recommendations of the WHO for activity levels. Existing research predominantly examines how physical activity (PA) enhances resilience, while the predictive role of resilience in PA, particularly its interaction with family factors, has received limited attention. This study aimed to examine the associations between resilience and PA among adolescents, focusing on family functioning and gender differences. Methods: In this cross-sectional study, a total of 909 Chinese adolescents (463 males and 446 females, aged 13.3 ± 0.5 years)… More >

  • Open Access

    ARTICLE

    Forensic Analysis of Cyberattacks in Electric Vehicle Charging Systems Using Host-Level Data

    Salam Al-E’mari1, Yousef Sanjalawe2,*, Budoor Allehyani3, Ghader Kurdi4, Sharif Makhadmeh2, Ameera Jaradat5, Duaa Hijazi6

    CMC-Computers, Materials & Continua, Vol.85, No.2, pp. 3289-3320, 2025, DOI:10.32604/cmc.2025.067950 - 23 September 2025

    Abstract Electric Vehicle Charging Systems (EVCS) are increasingly vulnerable to cybersecurity threats as they integrate deeply into smart grids and Internet of Things (IoT) environments, raising significant security challenges. Most existing research primarily emphasizes network-level anomaly detection, leaving critical vulnerabilities at the host level underexplored. This study introduces a novel forensic analysis framework leveraging host-level data, including system logs, kernel events, and Hardware Performance Counters (HPC), to detect and analyze sophisticated cyberattacks such as cryptojacking, Denial-of-Service (DoS), and reconnaissance activities targeting EVCS. Using comprehensive forensic analysis and machine learning models, the proposed framework significantly outperforms existing More >

  • Open Access

    ARTICLE

    Experimental Investigation of Fracture Propagation Induced by Supercritical CO2 in Deep Shale Reservoirs

    Taizhi Shen1, Gang Chen1, Jiang Bai1, Dan Zhang2,*

    FDMP-Fluid Dynamics & Materials Processing, Vol.21, No.8, pp. 1917-1934, 2025, DOI:10.32604/fdmp.2025.067114 - 12 September 2025

    Abstract Deep shale reservoirs are often associated with extreme geological conditions, including high temperatures, substantial horizontal stress differences, elevated closure stresses, and high breakdown pressures. These factors pose significant challenges to conventional hydraulic fracturing with water-based fluids, which may induce formation damage and fail to generate complex fracture networks. Supercritical carbon dioxide (SC-CO2), with its low viscosity, high diffusivity, low surface tension, and minimal water sensitivity, has attracted growing attention as an alternative fracturing fluid for deep shale stimulation. This study presents a series of true triaxial large-scale physical experiments using shale samples from the Longmaxi Formation More >

  • Open Access

    REVIEW

    Beyond Classical Elasticity: A Review of Strain Gradient Theories, Emphasizing Computer Modeling, Physical Interpretations, and Multifunctional Applications

    Shubham Desai, Sai Sidhardh*

    CMES-Computer Modeling in Engineering & Sciences, Vol.144, No.2, pp. 1271-1334, 2025, DOI:10.32604/cmes.2025.068141 - 31 August 2025

    Abstract The increasing integration of small-scale structures in engineering, particularly in Micro-Electro-Mechanical Systems (MEMS), necessitates advanced modeling approaches to accurately capture their complex mechanical behavior. Classical continuum theories are inadequate at micro- and nanoscales, particularly concerning size effects, singularities, and phenomena like strain softening or phase transitions. This limitation follows from their lack of intrinsic length scale parameters, crucial for representing microstructural features. Theoretical and experimental findings emphasize the critical role of these parameters on small scales. This review thoroughly examines various strain gradient elasticity (SGE) theories commonly employed in literature to capture these size-dependent effects… More >

  • Open Access

    ARTICLE

    System Modeling and Deep Learning-Based Security Analysis of Uplink NOMA Relay Networks with IRS and Fountain Codes

    Phu Tran Tin1, Minh-Sang Van Nguyen2, Quy-Anh Bui1, Agbotiname Lucky Imoize3, Byung-Seo Kim4,*

    CMES-Computer Modeling in Engineering & Sciences, Vol.144, No.2, pp. 2521-2543, 2025, DOI:10.32604/cmes.2025.066669 - 31 August 2025

    Abstract Digital content such as games, extended reality (XR), and movies has been widely and easily distributed over wireless networks. As a result, unauthorized access, copyright infringement by third parties or eavesdroppers, and cyberattacks over these networks have become pressing concerns. Therefore, protecting copyrighted content and preventing illegal distribution in wireless communications has garnered significant attention. The Intelligent Reflecting Surface (IRS) is regarded as a promising technology for future wireless and mobile networks due to its ability to reconfigure the radio propagation environment. This study investigates the security performance of an uplink Non-Orthogonal Multiple Access (NOMA)… More >

  • Open Access

    ARTICLE

    Preventive Effects of Tai Chi on Depression and Perceived Stress in Healthy Older South Korean Adults: A Quasi-Experimental Study

    Ye Hoon Lee1, Yoonjung Park2,*

    International Journal of Mental Health Promotion, Vol.27, No.8, pp. 1133-1148, 2025, DOI:10.32604/ijmhp.2025.069800 - 29 August 2025

    Abstract Objectives: Population aging is occurring at a rapid speed all over the world, bringing considerable public health challenges, including for the mental health of older adults. Considering that older populations are prone to depression and stress, the need for effective preventive interventions is critical. Thus, we conducted a study aimed at exploring the preventive impact of a community-based Tai Chi program over 8 weeks on depression and perceived stress in healthy older adults in South Korea. Methods: A quasi-experimental design was utilized, with 63 older adults participating (31 individuals in the Tai Chi group and… More >

  • Open Access

    ARTICLE

    Do Physical Activity and Sedentary Behavior Relate to Psychological Health of People with Cataracts?

    Zhiyan Xiao1, Xiangqin Song2,*

    International Journal of Mental Health Promotion, Vol.27, No.8, pp. 1101-1116, 2025, DOI:10.32604/ijmhp.2025.066316 - 29 August 2025

    Abstract Objectives: Adults with cataracts are often reported with mental health issues, which has driven researchers to identify modifiable factors so that effective intervention programs can be timely implemented. Thus, we investigated associations of physical activity (PA) and sedentary behavior (SB) with stress, anxiety, and sleep problems among adults with cataracts. Methods: In this cross-sectional study, a total of 2219 participants with cataracts completed self-reported measures on demographic characteristics (e.g., age and sex), PA, SB, anxiety, stress and sleep problems. Multiple linear regression and logistic analyses adjusted for covariates were employed to examine the associations of… More >

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