Artificial intelligence (AI) empowered anomaly detection for autonomous vehicles in 6G-V2X by Irfan Ali Kandhro, Fayyaz Ali, Ali Orangzeb Panhwar, Raja Sohail Ahmed Larik, Kanwal Fatima

“…To effectively detect anomalies and mitigate cyberattacks in AVs, this study suggests the Efficient Anomaly Detection (EAD) method. The EAD technique finds and isolates rogue AVs using the Multi-Agent Reinforcement Learning (MARL) algorithm, which operates over the 6G network to thwart modern cyberattacks and provide a quick and accurate anomaly detection mechanism. …”
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FedLGAN: a method for anomaly detection and repair of hydrological telemetry data based on federated learning by Zheliang Chen, Xianhan Ni, Huan Li, Xiangjie Kong

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Application of Machine Learning Algorithms for the Validation of a New CoAP-IoT Anomaly Detection Dataset by Laura Vigoya, Alberto Pardal, Diego Fernandez, Victor Carneiro

“…Due to the lack of a public dataset in the CoAP-IoT environment, this work aims to present a complete and labelled CoAP-IoT anomaly detection dataset (CIDAD) based on real-world traffic, with a sufficient trace size and diverse anomalous scenarios. …”
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Anomaly detection method for building energy consumption in multivariate time series based on graph attention mechanism. by Zhe Zhang, Yuhao Chen, Huixue Wang, Qiming Fu, Jianping Chen, You Lu

“…The outcomes of anomaly detection are one-sided. To address the above problems, this paper proposes an anomaly detection method based on multivariate time series. …”
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Generative Adversarial Network-Based Anomaly Detection and Forecasting with Unlabeled Data for 5G Vertical Applications by Qing Zhang, Bin Chen, Taoye Zhang, Kang Cao, Yuming Ding, Tianhang Gao, Zhongyuan Zhao

Subjects: “…anomaly detection and forecasting…”
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Hyperspectral Anomaly Detection via Graph Dictionary-Based Low Rank Decomposition with Texture Feature Extraction by Shangzhen Song, Yixin Yang, Huixin Zhou, Jonathan Cheung-Wai Chan

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An Intelligent Anomaly Detection Approach for Accurate and Reliable Weather Forecasting at IoT Edges: A Case Study by Şükrü Mustafa Kaya, Buket İşler, Adnan M. Abu-Mahfouz, Jawad Rasheed, Abdulaziz AlShammari

“…In this study, an intelligent anomaly detection approach is presented to minimize the weather forecasting problems that arise as a result of rapid urbanization and mass digitalization. …”
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Artificial Intelligence-Based Anomaly Detection Technology over Encrypted Traffic: A Systematic Literature Review by Il Hwan Ji, Ju Hyeon Lee, Min Ji Kang, Woo Jin Park, Seung Ho Jeon, Jung Taek Seo

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Data Anomaly Detection of Bridge Structures Using Convolutional Neural Network Based on Structural Vibration Signals by Yixiao Zhang, Ying Lei

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Anomaly Detection with Feature Extraction Based on Machine Learning Using Hydraulic System IoT Sensor Data by Doyun Kim, Tae-Young Heo

Subjects: “…anomaly detection…”
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MACHINE LEARNING BASED APPROACH FOR EVAP SYSTEM EARLY ANOMALY DETECTION USING CONNECTED VEHICLE DATA by Ala Omrani, Pankaj Kumar, Aed Dudar, Michael Casedy, Steven Szwabowski, Brandon Dawson

Subjects: “…early anomaly detection…”

Anomaly Detection of Hyperspectral Images Based on Transformer With Spatial–Spectral Dual-Window Mask by Song Xiao, Tian Zhang, Zhangchun Xu, Jiahui Qu, Shaoxiong Hou, Wenqian Dong

Subjects: “…Anomaly detection…”
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An Anomaly Detection and Network Filtering System for Linux Based on Kohonen Maps and Variable-order Markov Chains by Sergey Staroletov, Roman Chudov

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Vessel Pattern Knowledge Discovery from AIS Data: A Framework for Anomaly Detection and Route Prediction by Karna Bryan, Giuliana Pallotta, Michele Vespe

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Capturing COPD heterogeneity: anomaly detection and parametric response mapping comparison for phenotyping on chest computed tomography by Silvia D. Almeida, Silvia D. Almeida, Silvia D. Almeida, Silvia D. Almeida, Tobias Norajitra, Tobias Norajitra, Carsten T. Lüth, Carsten T. Lüth, Tassilo Wald, Tassilo Wald, Vivienn Weru, Marco Nolden, Marco Nolden, Paul F. Jäger, Paul F. Jäger, Oyunbileg von Stackelberg, Oyunbileg von Stackelberg, Claus Peter Heußel, Claus Peter Heußel, Claus Peter Heußel, Oliver Weinheimer, Oliver Weinheimer, Jürgen Biederer, Jürgen Biederer, Jürgen Biederer, Jürgen Biederer, Hans-Ulrich Kauczor, Hans-Ulrich Kauczor, Klaus Maier-Hein, Klaus Maier-Hein, Klaus Maier-Hein, Klaus Maier-Hein, Klaus Maier-Hein

“…A novel self-supervised anomaly detection approach was applied to quantify lung abnormalities associated with COPD, as regional deviations. …”
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Multiclass Anomaly Detection of Bridge Monitoring Data with Data Migration between Different Bridges for Balancing Data by Chunxu Qu, Hongming Zhang, Rui Zhang, Shuang Zou, Lihua Huang, Hongnan Li

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Research on Blast Furnace Tuyere Image Anomaly Detection, Based on the Local Channel Attention Residual Mechanism by Chuanwang Song, Ziyu Li, Yuming Li, Hao Zhang, Mingjian Jiang, Keyong Hu, Rihong Wang

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The design of Datascapes: toward a design framework for sonification for anomaly detection in AI-supported networked environments by Sara Lenzi, Sara Lenzi, Sara Lenzi, Ginevra Terenghi, Damiano Meacci, Damiano Meacci, Aitor Moreno Fernandez-de-Leceta, Paolo Ciuccarelli

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A Security Scheme for Statistical Anomaly Detection and the Mitigation of Rank Attacks in RPL Networks (IoT Environment) by Mohammed A. Alqarni, Sajjad Hussain Chauhdary

Subjects: “…anomaly detection…”
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A New Dual-Input Deep Anomaly Detection Method for Early Faults Warning of Rolling Bearings by Yuxiang Kang, Guo Chen, Hao Wang, Wenping Pan, Xunkai Wei

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