Leveraging edge learning and game theory for intrusion detection in Internet of things by Haoran LIANG, Jun WU, Chengcheng ZHAO, Jianhua LI

“…With the commercialization of 5G and the development of 6G, more and more Internet of things (IoT) devices are linked to the novel cyber-physical system (CPS) to support intelligent decision making.However, the highly decentralized and heterogeneous IoT devices face potential threats that may mislead the CPS.Traditional intrusion detection solutions cannot protect the privacy of IoT devices, and they have to deal with the single point of failure, which prevents these solutions from being deploying in IoT scenarios.The edge learning and game theory based intrusion detection for IoT was proposed.Firstly, an edge learning based intrusion detection framework was proposed to detect potential threats in IoT.Moreover, a multi-leader multi-follower game was employed to motivate trusted parameter servers and edge devices to participate in the edge learning process.Experiments and evaluations show the security and effectiveness of the proposed intrusion detection framework.…”
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Large-Scale Assessment of Soil Physical Quality of Rural Settlements in the Southeast of Goiás, Brazil by Anderson Rodrigo Da Silva, Wênio Vieira, Ítalo Rômulo Mendes de Souza

“…In this work, the S index was used to evaluate the physical quality of the soils of three rural settlement units located in the Brazilian Cerrado, with areas ranging from 700 to more than 4000 hectares, based on a novel method. To map the S index, a set of pedotransfer functions for water retention curves was adapted according to a broad range of clay content for Cambisols, in three depth layers. …”
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Consensus Formation Control for a Class of Networked Multiple Mobile Robot Systems by Long Sheng, Ya-Jun Pan, Xiang Gong

“…A consensus-based formation control for a class of networked multiple mobile robots is investigated with a virtual leader approach. A novel distributed control algorithm is designed based on the Lyapunov method and linear matrix inequality (LMI) technique for time delay systems. …”
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Apoptosis Gene Hunting Using Retroviral Expression Cloning: Identification of Vacuolar ATPase Subunit E by Claire L. Anderson, Gwyn T. Williams

“…The delayed realisation that cell death is an essential part of life for any multicellular organism has meant that, despite the recent and rapid developments of the last decade, the precise biochemical pathways involved in apoptosis remain incomplete and potentially novel genes may, as yet, remain undiscovered. The hunt is therefore on to bridge the remaining gaps in our knowledge. …”
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Current advances in multimodal imaging in geographic atrophy secondary to age-related macular degeneration: A review by Amy C. Cohn, Robyn H. Guymer

“…These advancements have allowed novel imaging biomarkers to be used as end points in large interventional studies exploring new therapies for GA treatment. …”
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An Investigation of Self-Interference Reduction Strategy in a Spatially Correlated MIMO Channel by Rosdiadee Nordin

“…The effective signal-to-interference-and-noise ratio (SINR) metric is used as the performance metric to determine the subcarrier quality which can then be utilised in the allocation. Two novel variants of the subcarrier allocation scheme are proposed. …”
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Insights on Genomic and Molecular Alterations in Multiple Myeloma and Their Incorporation towards Risk-Adapted Treatment Strategy: Concise Clinical Review by Taiga Nishihori, Kenneth Shain

“…Although recent advances in novel treatment approaches and therapeutics have shifted the treatment landscape of multiple myeloma, it remains an incurable plasma cell malignancy. …”
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A hybrid approach to conjugate gradient algorithms for nonlinear systems of equations with applications in signal restoration by Xuejie Ma, Songhua Wang

“…This paper proposes a novel hybrid PRP-HS-LS-type conjugate gradient algorithm for solving constrained nonlinear systems of equations. …”
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Coming Out in Poland by Tomasz Basiuk

“…However, literary coming-out narratives have played a relatively minor role in Polish homoerotic writings while a prominent American gay coming-out novel has not had significant resonance after it was published in Polish translation, suggesting that neither the coming-out story nor the rhetorical act of coming out has been adopted without reservation. …”
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Le mouvement protestataire algérien de 2019 à la lumière de la théorie des mouvements sociaux et des Printemps arabes by Frédéric Volpi

“…In this light, this contribution seeks to reposition this particular movement within the larger field of social movements in order to highlight its likely trajectory as well as its novel character in relation to the reconfiguration of authoritarian governance in the country.…”
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Radiation-Induced Alopecia after Endovascular Embolization under Fluoroscopy by Vipawee Ounsakul, Wimolsiri Iamsumang, Poonkiat Suchonwanit

“…Herein, we also report a novel scalp dermoscopic finding of blue-grey dots in a target pattern around yellow dots and follicles, which we detected in the lesion of radiation-induced alopecia.…”
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Dirichlet Type Problem for 2D Quaternionic Time-Harmonic Maxwell System in Fractal Domains by Yudier Peña Pérez, Ricardo Abreu Blaya, Paul Bosch, Juan Bory Reyes

“…The study deals with a novel approach of h-summability condition for the curves, which would be extremely irregular and deserve to be considered fractals. …”
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Performance Analysis of Cognitive Radio System Based on Outage Probability of Cognitive Transmission by Haomin Gao, Haifeng Zhao, Xiao Liang, Xiaomin Mu

“…It is an important part to design an optimal spectrum sensing and transmission framework in cognitive radio network.Considering that cognitive data transmission outage had effect on the performance of cognitive radio system,a novel spectrum sensing and transmission model based on the outage probability of cognitive transmission was proposed and the two phases of spectrum sensing and data transmission were jointly optimized.The model was formulated as a nonconvex optimization problem under the constraint of interference to primary user,which maximized the average achievable throughput by the joint optimization of sensing time and data transmission rate and simulated by means of the numerical method.The numerical analysis shows that a better tradeoff can be achieved among the protection of primary user,the throughput of cognitive system and transmission delay when the outage probability is cited and the constraint is satisfied.…”
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Marsilea: an intuitive generalized paradigm for composable visualizations by Yimin Zheng, Zhihang Zheng, André F. Rendeiro, Edwin Cheung

“…To address this, we introduce “cross-layout,” a novel visualization paradigm that integrates multiple plot types in a cross-like structure, with a central main plot surrounded by secondary plots for enhanced contextualization and interrelation insights. …”
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Powidoki twórczości Federica Felliniego w "Mieście Snu" Krystiana Lupy by Katarzyna Gołos-Dąbrowska

“…The main purpose of this article is to analyze Krystian Lupa’s production The City of Dream (TR Warsaw, 2012), based on the novel The Other Side by Alfred Kubin, relative to the work of Federico Fellini. …”
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Design, Fabrication, and Comparative Study of Electronically Tunable Active Filters by Umesh Kumar, P. Bhushan Mital

“…For electronic tunability, instead of the direct use of a FET as a voltage variable resistance to control the time constants of the integrators, a novel approach of using voltage-controlled variable-gain amplifiers at the inputs of both the integrators and one immediately after the input signal has been suggested. …”
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New Type of Donor-Acceptor Through-Space Conjugated Polymer by Lin Lin, Yasuhiro Morisaki, Yoshiki Chujo

“…We report the synthesis and properties of a novel through-space conjugated polymer with a [2.2]paracyclophane skeleton. …”
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Espaços ficcionalizados em Desterro,de Luis S. Krausz: um ensaio em geografia literária by Georg Wink

“…I will analyze the contemporary novelDesterro: memórias emruínas(2011), byLuisS. …”
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Progress in the structural modification and pharmacological activity of isosteviol by Tao Wang, Bowen Pan, Lijuan Liu, Zhangchao Dong, Wenhui Zhang, Xiongwei Liu, Ying Zhou, Yang Shi

“…This article briefly reviews the novel derivatives obtained through structural modification of isosteviol, including their pharmacological activities, to provide a reference for the development of new synthetic strategies and the construction of new isosteviol derivatives, and to guide preclinical studies and development of new drugs with greater pharmacological efficacy.…”
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Optimization Design of Concentric Magnetic Gear based on Genetic Algorithm Toolbox of Matlab by Jing Libing, Gao Qixing, Liu Lin, Li Hao, Su Jianhua

“…The concentric magnetic gear is a transmission gear with a novel structure and a promising prospect,by using the magnetic field modulation principle,the large torque transmission is realized. …”
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