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Optimum response scheme of intrusion detection based on information theory
Published 2020-07-01“…Intrusion detection system (IDS) often inevitably presents major security risks caused by FPs and FNs.However,at present,an effective solution has not been found.In order to solve this problem,an optimal response model of intrusion detection based on information theory was proposed.Firstly,the intruder and IDS in the process of intrusion detection were abstracted into random variables,and the attack and defense model of intruder and IDS was constructed according to the results of the confrontation.Secondly,the defense channel of IDS was designed according to the attack and defense model,then the correct detection of IDS was transformed into the problem of successful transmission of 1 bit information in defensive channel.Finally,the defensive capability of the system was measured by analyzing the channel capacity of the defensive channel,the maximum mutual information of the defensive channel was the defensive limit capability of the IDS,and the corresponding strategy distribution was the optimal response strategy of the defensive capability of the system.The experimental results show that the scheme can effectively reduce the loss caused by FPs and FNs.…”
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Information theory and thermodynamic properties for a combined potential model
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Book review: Code: from information theory to French theory
Published 2023-06-01“… Geoghegan, Bernard Dionysius. Code: from information theory to French theory. Durham, NC: Duke University Press, 2023. 272 p. …”
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Refinements of Jensen’s Inequality via Majorization Results with Applications in the Information Theory
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Modeling Radiation Belt Electrons With Information Theory Informed Neural Networks
Published 2022-08-01Subjects: Get full text
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Evaluation of Regional Rural e-Commerce Development Potential with Intuitive Fuzzy Information Theory
Published 2022-01-01“…After that, this study adopts the regional fuzzy information theory to evaluate the potential of rural e-commerce development, so as to obtain the main influencing factors of rural e-commerce development.…”
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Integrated Sensing and Communication Target Detection Framework and Waveform Design Method Based on Information Theory
Published 2025-01-01Subjects: Get full text
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Introducing Communication Theory : analysis and application /
Published 2004Subjects: “…Information theory. 2108…”
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Information Transmission, Modulation, and Noise: a unified approach to communication systems.
Published 1959Subjects: View in OPAC
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Joint Identification and Sensing for Discrete Memoryless Channels
Published 2024-12-01Subjects: Get full text
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Entropic imprints on bioinformatics
Published 2024-12-01Subjects: “…information theory…”
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Novel Ensemble Approach with Incremental Information Level and Improved Evidence Theory for Attribute Reduction
Published 2025-01-01Subjects: Get full text
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The Role of Non-Genomic Information in Maintaining Thermodynamic Stability in Living Systems
Published 2004-10-01Subjects: Get full text
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Optimal cross-layer power allocation with channel and queue state information
Published 2007-01-01Subjects: Get full text
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Structured Dynamics in the Algorithmic Agent
Published 2025-01-01Subjects: “…algorithmic information theory (AIT)…”
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Semantic communications for future: basic principle and implementation methodology
Published 2023-05-01Subjects: Get full text
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Probabilistic Automated Model Compression via Representation Mutual Information Optimization
Published 2024-12-01Subjects: Get full text
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How to be an integrated information theorist without losing your body
Published 2025-01-01Subjects: “…Integrated Information Theory…”
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