Research on IoT security situation awareness method based on evidence theory by Jian LI, Tinglu DONG, Jie LI

“…The security problem of IoT became more and more serious with its rapid development.Considering that the current IoT security situation awareness system lacks generality and excessively relies on expert knowledge, a IoT security situation awareness method based on improved D-S evidence theory was proposed in this paper.Fuzzy Gaussian membership function was used to calculate the vulnerability information membership matrix, which was normalized as evidence distribution matrix.The improved Topsis method was used to measure the evidence credibility.In order to fully restrain the credibility of conflicting evidence and improve the credibility of mutually supporting evidence, local credibility between two evidence was aggregated and the expected positive and negative solution vectors were improved according to the situation assessment scenario.And the weighted average method was used for vulnerability information fusion, to obtain the result of situational assessment.The result of situational awareness was fused with the time discount and high-risk vulnerability information discount evidence theory.At the same time, the IoT vulnerability information at different moments was considered comprehensively, the evidence was adaptively and dynamically weighted with the ratio information of high-risk vulnerability.The experimental results show that in the fusion of different numbers of evidence bodies and four common conflicting evidence, the improved Topsis method has higher fusion probability on credible proposition.In the aspect of situation assessment, the risk degree of current system is accurately assessed.And in the aspect of situational awareness, this discount evidence theory can predict the probability of high risk and critical risk, which is more effective than the traditional D-S evidence theory.According to this theory, a IoT security situational awareness method process was proposed, which would be used to guide engineering practice.In the future, the relationship between vulnerabilities can be considered and richer information between vulnerabilities can be extracted for vulnerability exploiting, so that the result of situation assessment is more accurate and reasonable.On the other hand, for situational awareness, game theory can be adopted in the process of dynamic game between the attacker and defender.…”
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Boundaries on a binge: Explicating the role of intentionality in binge-watching motivations and problematic outcomes by Ezgi Ulusoy, Dominique S. Wirz, Allison Eden, Morgan E. Ellithorpe

“…Moreover, motivations for binge-watching, such as social interaction and enrichment, were more pronounced in intentional sessions, while unintentional sessions were driven more by situational factors like cliffhangers and curiosity. …”
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Detecting Postural Instability in Parkinson’s Disease From IMU-Based Objective Measures by Kendal Smith, Diego Torricelli, Miguel Gonzalez-Sanchez, Javier Ricardo Perez-Sanchez, Elisa Luque-Buzo, Francisco Grandas, Juan Miguel Marin, Jorge Andres Gomez-Garcia

“…Parkinson’s Disease (PD) is a progressive neurological disorder that affects both motor and non-motor functions. A critical aspect of PD is postural instability, which is associated with a higher risk of falls and a significant decline in mobility. …”
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Le sanctuaire romain du Vigneau à Pussigny (Indre-et-Loire) : un lieu de mémoire, de vie et d’accueil by Arnaud Coutelas, Sébastien Lepetz

“…Their development is mutual. The function of the latter is undoubtedly linked to the existence of the former. …”
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A Case Report on an Atypical Presentation of the Syndrome of Irreversible Lithium-Effectuated Neurotoxicity (SILENT) in a War Veteran with Bipolar Disorder and PTSD by Miguela Marie Señga, Gemmalynn Sarapuddin, Edmundo Saniel

“…Despite clearance of the offending agent, the patient remained to have a generalized slowing on repeated EEG with only eye opening and nonpurposeful limb movements regained even after more than 2 months of lithium cessation. …”
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Typology of Interaction between the International Financial Law and the EU Law by I. M. Lifshits

“…In the course of current functioning of the EU gives the priority to the second model. …”
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LANGUAGE MEANS OF INTERTEXT EXPRESSION IN THE HISTORICAL NOVEL “MALLOWS” BY ROMAN IVANYCHUK by Oksana M. Nazarenko, Olena V. Skalatska

“…The orientation of the work requires the use of the following methods: descriptive and the method of observation, with the help of which the specifics and means of realizing the intertext in the historical novel are analyzed; analysis and synthesis – for systematization and generalization of research materials; the method of transformational analysis – to identify formal and semantic changes in the recipient text; the method of linguo-stylistic analysis – for the study of linguistic means of expression in the structure of an artistic text from a functional-aesthetic point of view; the method of stylistic analysis – to determine the stylistics of the intertext and the analysis of various stylistic passages found in the historical novel; the method of contextual-interpretative analysis – to clarify the functional load of the means of implementing intertextuality, in particular for the analysis of content categories of the text; elements of componential analysis – to establish the semantic features of relevant components of historical prose; the method of quantitative calculations – to identify the frequency of use of intertextual elements in the work. …”
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Effects of Anisotropic Turbulent Ocean on Propagation of Asymmetric Bessel-Gaussian Beam by Lin Yu, Zhecheng Zhang, Yixin Zhang, Lifa Hu

“…The anisotropic turbulent condition is adopted to analyze turbulence impacts with more generality. The turbulence dominated by salinity fluctuation with lower anisotropy, larger temperature dissipation and smaller kinetic energy dissipation induces more beam spreading and wander. …”
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Means of intracellular communication: touching, kissing, fusing by Anne Spang

“…Eukaryotic cells are complicated factories that need ensure productivity and functionality on the cellular level as well as being able to communicate with their environment. …”
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A Fused Multiscale Pictorial Sequence Learning Mechanism Applied to Pavement Detection by Zhang Jiazhen, Wang Xiulai, Zhao Shuxu

“…The experimental results show that the multi-scale fusion features capture more complete information about the temporal trajectory than the single latent variable feature information, suggesting that the proposed algorithm exhibits better comprehensive performance and generalization ability than unimproved machine learning algorithms and typical deep learning classifiers.…”
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Reasons for Adding Different Tastes: An Example of Sprinkling Salt on Watermelon and Its Relation to Subjective Taste Perception, Taste Preference, and Autistic Traits by Na Chen, Katsumi Watanabe, Tatsu Kobayakawa, Makoto Wada

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Comparison of clinical efficacy between Percutaneous Endoscopic Large channels nerve decompression through Translaminar approach and Percutaneous Endoscopy Conventional channels ne... by Junlin Liu, Qingquan Kong, Junsong Ma, Pin Feng, Bin Zhang

“…There was no statistically significant difference in functional scores between the two groups at each follow-up time point (p > 0.05). …”
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Is physical therapy recommended for people with parkinson’s disease treated with subthalamic deep brain stimulation? a delphi consensus study by Matteo Guidetti, Sara Marceglia, Tommaso Bocci, Ryan Duncan, Alfonso Fasano, Kelly D. Foote, Clement Hamani, Joachim K. Krauss, Andrea A. Kühn, Francesco Lena, Patricia Limousin, Andres M. Lozano, Natale V. Maiorana, Nicola Modugno, Elena Moro, Michael S. Okun, Serena Oliveri, Marco Santilli, Alfons Schnitzler, Yasin Temel, Lars Timmermann, Veerle Visser-Vandewalle, Jens Volkmann, Alberto Priori

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Hepatopulmonary syndrome in patients with porto-sinusoidal vascular disorder: Characteristics and outcome by Sabrina Sidali, Ylang Spaes, Kinan El Husseini, Odile Goria, Vincent Mallet, Armelle Poujol-Robert, Anne Gervais, Adrien Lannes, Dominique Thabut, Jean-Baptiste Nousbaum, Isabelle Hourmand-Ollivier, Charlotte Costentin, Alexandra Heurgué, Pauline Houssel-Debry, Sophie Hillaire, Nathalie Ganne-Carrié, Nicolas Drilhon, Shanta Ram Valainathan, Lucile Moga, Marion Tanguy, Estelle Marcault, Aurélie Plessier, François Durand, Sarah Raevens, Valérie Paradis, Agnès Cachier, Laure Elkrief, Pierre-Emmanuel Rautou

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Bayesian solution to the inverse problem and its relation to Backus–Gilbert methods by Luigi Del Debbio, Alessandro Lupo, Marco Panero, Nazario Tantalo

“…In our setup, we find that the determination of the algorithmic parameters based on a stability analysis provides results that are, on average, more conservative than those based on the maximisation of a likelihood function.…”
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Preopenness Degree in RL-Fuzzy Bitopological Spaces by O. H. Khalil, K. E. El-Helow, A. Ghareeb

“…We find that our paper offers more general results since RL-fuzzy bitopology is a generalization of L-bitopology, RL-bitopology, and L-fuzzy topology.…”
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Drawing to remember: external support of older adults' eyewitness performance. by Coral J Dando

“…Although healthy aging is accompanied by a general decline in memory functioning, environmental support at retrieval can improve older adults' (+65 years) episodic remembering. …”
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Entanglement in BF theory. Part II. Edge-modes by Jackson R. Fliss, Stathis Vitouladitis

“…We explicitly evaluate the thermal partition function of this theory. Additionally we show that the extended Hilbert space is completely organized into representations of an infinite-dimensional, centrally extended current algebra which naturally generalizes 2d Kac-Moody algebras to arbitrary dimension and topology. …”
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Performance of Machine Learning Classifiers for Diabetes Prediction by Mijala Manandhar, Shaikat Baidya, Babalpreet Kaur, Katia Atoji

“…Future research should focus on integrating multiple datasets and exploring more complex ML algorithms to enhance prediction accuracy and generalization. …”
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Assessment and Optimization of Hydrological Connectivity for Effective Management of Water Resources in the Samian Watershed by Zeinab Hazbavi, Nazila Alaei

“…These independent water zones were located separately from the main river network and, as a result, contributed little to the hydrological cycle and energy transfer in the watershed, making them more fragile. To protect these water zones from destruction and disappearance and improve the overall ecological function of the water system, they had to be integrated into the hydrological connection pattern. …”
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