Transfer learning auto-encoder neural networks for anomaly detection of DDoS generating IoT devices by Unsub Shafiq, Muhammad Khuram Shahza, Muhammad Anwar Mohd Nor, Qaisar Shaheen, Muhammad Shiraz, Abdullah Gani

“…Machine Learning based anomaly detection ap-proaches have long training and validation cycles. …”
Get full text
Get full text

An improved negative selection algorithm based on the hybridization of cuckoo search and differential evolution for anomaly detection by Ayodele Nojeem, Lasisi

“…This signifies that CSDE-V-Detectors can efficiently attain highest detection rates and lowest false alarm rates for anomaly detection. Thus, the optimization of the randomly detectors of V-Detectors algorithm with CSDE is proficient and suitable for anomaly detection tasks.…”
Get full text
Get full text
Get full text

Pattern Recognition and Anomaly Detection in fetal morphology using Deep Learning and Statistical learning (PARADISE): protocol for the development of an intelligent decision support system using fetal morphology ultrasound scan to detect fetal congenital anomaly detection by Dominic Gabriel Iliescu, Smaranda Belciug, Rodica Nagy, Renato Constantin Ivanescu, Mircea Sebastian Serbanescu, Florin Ispas, Cristina Maria Comanescu, Anca Istrate-Ofiteru

“…The study will be implemented and reported in line with the STROBE (STrengthening the Reporting of OBservational studies in Epidemiology) statement.Trial registration number The study is registered under the name ‘Pattern recognition and Anomaly Detection in fetal morphology using Deep Learning and Statistical Learning’, project number 101PCE/2022, project code PN-III-P4-PCE-2021-0057. …”
Get full text

Features selection and prediction for IoT attacks by Jingyi Su, Shan He, Yan Wu

Subjects: Get full text

Lightweight Long Short-Term Memory Variational Auto-Encoder for Multivariate Time Series Anomaly Detection in Industrial Control Systems by Daniel Fährmann, Naser Damer, Florian Kirchbuchner, Arjan Kuijper

Subjects: “…anomaly detection…”
Get full text

Unsupervised novelty detection for time series using a deep learning approach by Md Jakir Hossen, Jesmeen Mohd Zebaral Hoque, Nor Azlina binti Abdul Aziz, Thirumalaimuthu Thirumalaiappan Ramanathan, Joseph Emerson Raja

Subjects: “…Anomaly detection…”
Get full text

Securing Smart Grid In-Network Aggregation through False Data Detection by Lei Yang, Fengjun Li

Subjects: Get full text

Automatic identification and explanation of root causes on COVID-19 index anomalies by F.K. Sufi

Subjects: “…Anomaly detection on COVID-19 indexes…”
Get full text

An iterative estimation of data window size for anomaly detection using self-similar feature in network traffic / by 334502 Mohd. Azaini Maarof, Mohd. Yazid Idris, Abd. Hanan Abdullah, Conference on Telematics System, Service and Applications (1st : 2004 : Bandung, Indonesia)

An efficient quality of services based wireless sensor network for anomaly detection using soft computing approaches by Mohit Mittal, Martyna Kobielnik, Swadha Gupta, Xiaochun Cheng, Marcin Wozniak

Subjects: Get full text

An Ensemble-Based Approach to Anomaly Detection in Marine Engine Sensor Streams for Efficient Condition Monitoring and Analysis by Donghyun Kim, Sangbong Lee, Jihwan Lee

Subjects: Get full text

Online Convolutional Neural Network-based anomaly detection and quality control for Fused Filament Fabrication process by Jiaqi Lyu, Souran Manoochehri

Subjects: Get full text

ViV-Ano: Anomaly Detection and Localization Combining Vision Transformer and Variational Autoencoder in the Manufacturing Process by Byeonggeun Choi, Jongpil Jeong

Subjects: “…anomaly detection…”
Get full text

Green Energy Efficient Routing with Deep Learning Based Anomaly Detection for Internet of Things (IoT) Communications by E. Laxmi Lydia, A. Arokiaraj Jovith, A. Francis Saviour Devaraj, Changho Seo, Gyanendra Prasad Joshi

Subjects: Get full text

Comparison of New Anomaly Detection Technique for Wind Turbine Condition Monitoring Using Gearbox SCADA Data by Conor McKinnon, James Carroll, Alasdair McDonald, Sofia Koukoura, David Infield, Conaill Soraghan

Subjects: “…anomaly detection…”
Get full text

Unsupervised anomaly detection of implausible electronic health records: a real-world evaluation in cancer registries by Philipp Röchner, Franz Rothlauf

Subjects: “…Anomaly detection…”
Get full text

Rotating machinery anomaly detection using data reconstruction generative adversarial networks with vibration energy analysis by Jun Li, Yongbao Liu, Qiang Wang, Zhikai Xing, Fan Zeng

“…As the requirement of obtaining sufficient fault data of rotating machinery is challenging to satisfy, a new anomaly detection model is proposed for rotating machinery, which can achieve anomaly detection without fault samples. …”
Get full text

End-Edge Collaborative Lightweight Secure Federated Learning for Anomaly Detection of Wireless Industrial Control Systems by Chi Xu, Xinyi Du, Lin Li, Xinchun Li, Haibin Yu

Subjects: Get full text

Intelligent Anomaly Detection System through Malware Image Augmentation in IIoT Environment Based on Digital Twin by Hyun-Jong Cha, Ho-Kyung Yang, You-Jin Song, Ah Reum Kang

Get full text

A Hybrid Machine-Learning Ensemble for Anomaly Detection in Real-Time Industry 4.0 Systems by David Velasquez, Enrique Perez, Xabier Oregui, Arkaitz Artetxe, Jorge Manteca, Jordi Escayola Mansilla, Mauricio Toro, Mikel Maiza, Basilio Sierra

Subjects: “…Anomaly detection…”
Get full text