Confirmation method for the detection of malicious encrypted traffic with data privacy protection by Gaofeng HE, Qianfeng WEI, Xiancai XIAO, Haiting ZHU, Bingfeng XU

“…In order to solve the problem that excessive false positives in the detection of encrypted malicious traffic based on machine learning, secure two-party computation was used to compare character segments between network traffic and intrusion detection rulers without revealing the data content.Based on the comparison results, an intrusion detection feature matching algorithm was designed to accurately match keywords.A random verification strategy for users’ input was also proposed to facilitate the method.As a result, malicious users couldn’t use arbitrary data to participate in secure two-party calculations and avoid confirmation.The security and resource consumption of the method were theoretically analyzed and verified by a combination of real deployment and simulation experiments.The experimental results show that the proposed method can significantly improve the detection performance with low system resources.…”
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Surfactant-Free Synthesis of Single Crystalline SnS2 and Effect of Surface Atomic Structure on the Photocatalytic Property by Mengyi Li, Enzuo Liu, Huilin Hu, Shuxin Ouyang, Hua Xu, Defa Wang

“…Photocatalytic degradation of methyl orange (MO) under visible light irradiation indicated that the sheetlike SnS2 showed a much higher activity than flowerlike SnS2. Theoretical and experimental results revealed that the band structure derived from the surface atomic structure played a more important role than the surface energy in the photocatalytic property. …”
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Soft Power in Central Asia: Actors and Its Activities by M. M. Lebedeva

“…Article considers theoretical aspects of soft power concept and its use by various actors in Central Asia. …”
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Modelling In Vivo HIV Dynamics under Combined Antiretroviral Treatment by B. Mobisa, G. O. Lawi, J. K. Nthiiri

“…We perform local and global stability analysis of the equilibria points and show that if R0<1, then the infection free equilibrium is globally asymptotically stable and theoretically the virus is cleared and the disease dies out and if R0>1, then the endemic equilibrium is globally asymptotically stable implying that the virus persists within the host. …”
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Development of an Intelligent Communication Platform for Remote Practical Work in Education: Integrating AR, VR, and Cloud Technologies by El Gourari Abdelali, Ezzini Mustapha, Raoufi Mustapha, Skouri Mohammed, Achki Samira, Ait Lahcen Yassine, Mouachi Raja

“…By utilizing augmented reality (AR), virtual reality (VR), cloud computing, and machine learning, it bridges the gap between theoretical knowledge and hands-on application to enhance student engagement and learning outcomes. …”
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Dynamics Modeling and Coupling Characteristic Analysis of Tracked Vehicle Gearbox by Zheng Zhang, Guangbin Feng, Huagang Sun

“…The simulation process and results provide a model and theoretical basis for the study of gearbox condition monitoring and fault diagnosis for subsequent tracked vehicles.…”
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Accurate Sparse-Projection Image Reconstruction via Nonlocal TV Regularization by Yi Zhang, Weihua Zhang, Jiliu Zhou

“…Suffering from the theoretical imperfection, total variation will produce blocky effect on smooth regions and blur edges. …”
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A review of the comprehensive clinical treatment and nursing interventions for elderly female urinary incontinence patients (老年女性尿失禁患者综合性临床治疗与护理的研究进展)... by ZHANG Anyi (张安逸), LI Jun (李俊), SUN Mengnan (孙梦楠)

“…This review would also provide a theoretical basis for further developing to build up total quality management system in elderly female urinary incontinent patients. …”
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The Measurement Model of Professional Operation of State Administration by Milan Rman, Marjan Brezovšek, Janez Stare

“…From the perspective of reliable performance of state functions, the professional operation of state administration represents one of the goals of social change. Based on theoretical-analytical findings, a measurement model of professional operation of state administration was designed. …”
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Excitonic insulator candidate Ta2NiSe5 and related transition-metal compounds studied by resonant inelastic x-ray scattering by Takashi Mizokawa, Claude Monney

“…The RIXS results on the exotic electronic state under the electron-hole and electron-lattice correlations suggest requirement of a new theoretical scheme which can describe itinerant electron-hole excitations and the localized charge-transfer excitations as well as the electron-lattice interaction.…”
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Simulation of the Load Sharing for the Four Gears Parallel Drive of Shield Machine Cutter by Wang Lihua, Zhang Chunyou, Wu Xiaoqiang

“…The dynamics equation of the four gears parallel drive system of shield machine cutter is established.The 3D model of the four gears parallel drive system is established by using the UG software.The dynamic process of the four gears parallel drive system is simulated by using the ADAMS software.Then the influence of meshing damping,meshing stiffness,backlash and distribution of driving gear on the load sharing are also analyzed.The research shows that the larger the difference between meshing stiffness and meshing damping is,the more uneven the load sharing is,when the driving load changes,backlash has a larger effect on the load balance,the different distributions of driving gear have rather a great impact on the stability of driven system.The results can provide theoretical basis for the design and manufacture of the four gears parallel drive system.…”
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Research on Pump Volute Design Method Using CFD by Sunsheng Yang, Fanyu Kong, Bin Chen

“…This paper could provide theoretical guidance to high-efficiency pump volute design.…”
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An Improved Unscented Kalman Filter for Discrete Nonlinear Systems with Random Parameters by Yue Wang, Zhijian Qiu, Xiaomei Qu

“…We develop an improved unscented transformation by incorporating the random parameters into the state vector to enlarge the number of sigma points. The theoretical analysis reveals that the approximated mean and covariance via the improved unscented transformation match the true values correctly up to the third order of Taylor series expansion. …”
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Investigating the influencers of materialism in adolescence by Marcelo de Rezende Pinto, Alisson Oliveira Mota, Ramon Silva Leite, Ricardo César Alves

“…The review of the literature contemplated discussions about the materialism among adolescents that culminated in the proposition of a theoretical model to be tested empirically. The model was composed of three influencer variables of materialism (age, economic class, gender) and by seven influencer constructs (communication with friends, communication with parents, effect of peers, media exposure, attitudes to adverts, attraction of celebrities and self-esteem). …”
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The Clinical Obesity Maintenance Model: An Integration of Psychological Constructs including Mood, Emotional Regulation, Disordered Overeating, Habitual Cluster Behaviours, Health... by Jayanthi Raman, Evelyn Smith, Phillipa Hay

“…First, in the light of recent evidence in the fields of neuropsychology and obesity, particularly on the deficits in the executive function in overweight and obese individuals, a conceptual and theoretical framework of obesity maintenance is introduced by way of a clinical obesity maintenance model (COMM). …”
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Class and everyday media use by Hovden Jan Fredrik, Rosenlund Lennart

“…In this article, we consider how contemporary media use is structured by social class, following the theoretical and methodical framework derived from Bourdieu's book Distinction, published in 1984, with a detailed study of everyday use of media platforms, brands, and content among Norwegian citizens (N = 2,064). …”
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The territory into architecture. Big scale and agriculture in Italian Architecture, 1966-1978 by Zeila Tesoriere

“…Two main strands are shown as theoretical foundations of some contemporary orientations of the discipline. …”
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Received Power Attenuation Analysis Based on Wavelet for Reflection-Style Optical Antenna Deformations in Free-Space Laser Communications by Wanqing Xie, Liying Tan, Jing Ma, Yang Liu

“…Influence due to the deformations on received power is studied by distortion attenuation factor based on the model. Theoretical and numerical analysis shows that distortion attenuation factor increases with shift factor of the model, decreases with dilation factor of the model, and decreases with irregular fluctuations with wavelet coefficient of the model. …”
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BEP/SEP and Outage Performance Analysis of 𝐿-Branch Maximal-Ratio Combiner for 𝜅-𝜇 Fading by Mirza Milišić, Mirza Hamza, Mesud Hadžialić

“…BEP/SEP and outage performances of the MRC will be evaluated for different number of branches via Monte Carlo simulations and theoretical expressions.…”
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Suppressing Polarization Mode Dispersion with the Quantum Zeno Effect by Ian Nodurft, Alejandro Rodriguez Perez, Naveed Naimipour, Harry C. Shaw

“…The two-level material serves to destructively measure one of two orthogonal polarization modes, thus projecting the polarization onto the other state. The theoretical results are supported by a numerical simulation in Mathematica Documentation where we compare the evolution of the polarization state with and without the absorbing material. …”
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