An adaptive online learning scheme for anomaly detection in IIoT data streams under varying operating conditions.

Συγγραφείς: Li, Yuxuan¹ (AUTHOR), He, Zhen¹ (AUTHOR), He, Yingdong¹ (AUTHOR) yingdong.he@tju.edu.cn, Niu, Zhanwen¹ (AUTHOR), Li, An-Da^1,2 (AUTHOR)

Πηγή: International Journal of Production Research. Oct2025, p1-27. 27p. 10 Illustrations.

Θεματικοί όροι: *CYBER physical systems, *BAYESIAN analysis, ANOMALY detection (Computer security), ENSEMBLE learning, DIMENSIONAL reduction algorithms, MACHINE learning, STREAM measurements

Novelty detection framework for monitoring connected vehicle systems with imperfect data.

Συγγραφείς: Badfar, M.¹ (AUTHOR), Yildirim, M.¹ (AUTHOR) murat@wayne.edu, Chinnam, R.B.¹ (AUTHOR)

Πηγή: International Journal of Production Research. Sep2025, Vol. 63 Issue 18, p6690-6703. 14p.

Θεματικοί όροι: ANOMALY detection (Computer security), BATTERY management systems, SCIENTIFIC observation, MISSING data (Statistics), INTELLIGENT transportation systems

Robust oblique projection and weighted NMF for hyperspectral unmixing

Συγγραφείς: Hashemi-Nazari, Yasin, Tajaddini, Azita, Saberi-Movahed, Farid, Alonso-Fernandez, Fernando, 1978, Tiwari, Prayag, 1991

Πηγή: Pattern Recognition. 170:1-16

Θεματικοί όροι: Anomaly detection, Laplacian eigenmaps, Non-negative matrix factorization (NMF), Oblique projection, Sparse unmixing

Περιγραφή αρχείου: print

Σύνδεσμος πρόσβασης: https://urn.kb.se/resolve?urn=urn:nbn:se:hh:diva-57086
https://doi.org/10.1016/j.patcog.2025.112029

Network anomaly detection with graph neural networks

Συγγραφείς: Latif Martínez, Hamid

Συνεισφορές: University/Department: Universitat Politècnica de Catalunya. Departament d'Arquitectura de Computadors

Thesis Advisors: Barlet Ros, Pere, Cabellos Aparicio, Alberto

Πηγή: TDX (Tesis Doctorals en Xarxa)

Θεματικοί όροι: Graph Neural Networks, Anomaly Detection, Network Monitoring, Network Forecasting, Border Gateway Protocol, Àrees temàtiques de la UPC::Informàtica, 004 - Informàtica

Περιγραφή αρχείου: application/pdf

Σύνδεσμος πρόσβασης: http://hdl.handle.net/10803/695103
https://dx.doi.org/10.5821/dissertation-2117-440469

HEAPE: A Novel Hybrid Adaptive Embedding Engine Architecture for Cybersecurity and Anomaly Detection in Cloud Logs using Java and LangChain4J

Συγγραφείς: Tibrewala, Alok

Πηγή: 2025 IEEE 12th International Conference on Cyber Security and Cloud Computing (CSCloud) CSCLOUD Cyber Security and Cloud Computing (CSCloud), 2025 IEEE 12th International Conference on. :140-148 Nov, 2025

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Real-Time Traffic Detection for Lightweight Blockchain

Συγγραφείς: Tang, Shaolong, Jiang, Peng, Zhu, Liehuang

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Dynamic Feature Clustering for Anomaly Detection in Streaming Cybersecurity Data

Συγγραφείς: Hainzl, Christopher, Dutta, Sourav, Manakkadu, Sheheeda, Antequera, Ronny Bazan

Πηγή: 2025 IEEE 12th International Conference on Cyber Security and Cloud Computing (CSCloud) CSCLOUD Cyber Security and Cloud Computing (CSCloud), 2025 IEEE 12th International Conference on. :1-6 Nov, 2025

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Threat Modeling and LLM-Based Anomaly Detection for Fog Computing Service Function Chains

Συγγραφείς: Sutton, Sara, Morshed, Fahim, Ouma, Trevor

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Anomaly Detection in the Internet of Medical Things: Design and Evaluation of a Cross Layer Dataset

Συγγραφείς: Pinto, Rui P., Silva, Bruno M. C., Inacio, Pedro R. M.

Πηγή: 2025 23rd International Symposium on Network Computing and Applications (NCA) NCA Network Computing and Applications (NCA), 2025 23rd International Symposium on. :255-262 Nov, 2025

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Learning-Based Odor Anomaly Detection Using Bosch BME688 in Indoor Environments

Συγγραφείς: Kriz, Petr, Sikora, Pavel, Riha, Kamil, Burget, Radim, Avramovic, Nikola

Πηγή: 2025 17th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT) Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT), 2025 17th International Congress on. :176-181 Nov, 2025

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Automated Timeline-Based Forensic Report Generation with Anomaly Detection and LLM-Based CTI Mapping

Συγγραφείς: Kim, Yongsik, Jun, Saehee, Jang, Junho, Kang Kim, Huy

Πηγή: 2025 IEEE 30th Pacific Rim International Symposium on Dependable Computing (PRDC) PRDC Dependable Computing (PRDC), 2025 IEEE 30th Pacific Rim International Symposium on. :170-175 Nov, 2025

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Cross-System Few-shot Log Anomaly Detection with Transformer-based Supervised Autoencoder and Data Augmentation

Συγγραφείς: Nguyen, Manh Tuan, Le Dinh, Trang Dang, Cao, Van Loi

Πηγή: 2025 2nd International Conference On Cryptography And Information Security (VCRIS) Cryptography And Information Security (VCRIS), 2025 2nd International Conference On. :1-6 Oct, 2025

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Leveraging Large Language Models for Anomaly Detection in Microservices Architectures

Συγγραφείς: Pedroso, Diego Frazatto, Almeida, Luis, Aisawa, William Akihiro Alves, Dutra, Ines, Bruschi, Sarita Mazzini

Πηγή: 2025 IEEE/SBC 37th International Symposium on Computer Architecture and High Performance Computing Workshops (SBAC-PADW) SBAC-PADW Computer Architecture and High Performance Computing Workshops (SBAC-PADW), 2025 IEEE/SBC 37th International Symposium on. :92-99 Oct, 2025

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Anomaly Detection for Infrastructure Key Performance Indicators under Real-Time Constraints

Συγγραφείς: Scoparo, Maynara Natalia, Bruschi, Sarita Mazzini

Πηγή: 2025 IEEE/SBC 37th International Symposium on Computer Architecture and High Performance Computing Workshops (SBAC-PADW) SBAC-PADW Computer Architecture and High Performance Computing Workshops (SBAC-PADW), 2025 IEEE/SBC 37th International Symposium on. :100-107 Oct, 2025

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Real-Time Anomaly Detection in Industrial Cyber-Physical Systems Using Unsupervised Machine Learning

Συγγραφείς: Agure, Zakea Il, Nggada, Shawulu Hunira

Πηγή: 2025 International Symposium on Networks, Computers and Communications (ISNCC) Networks, Computers and Communications (ISNCC), 2025 International Symposium on. :1-6 Oct, 2025

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Enhancing Cyber-Physical Systems Security with Digital Twins, Blockchain, and Anomaly Detection

Συγγραφείς: Shehata, Mostafa, Saleh, Yasmine N. M., Abdel-Hamid, Ayman

Πηγή: 2025 International Symposium on Networks, Computers and Communications (ISNCC) Networks, Computers and Communications (ISNCC), 2025 International Symposium on. :1-6 Oct, 2025

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Efficient Anomaly Detection using Machine Learning in IoT Sensor Network

Συγγραφείς: Joshi, Jetendra, Panda, Pratik, Rao, Shreya, Padmalochan

Πηγή: 2025 International Symposium on Electrical and Electronics Engineering (ISEE) Electrical and Electronics Engineering (ISEE), 2025 International Symposium on. :54-59 Oct, 2025

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Plant Species-Specific Anomaly Detection Based on Electrophysiological Signals

Συγγραφείς: Lo, Andy Desman, Furqon, Elvin Nur, Islam, Junaidul, Farady, Isack, Muchtar, Kahlil, Concepcion, Ronnie, Lin, Chih-Yang

Πηγή: 2025 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2025 Asia Pacific. :1694-1699 Oct, 2025

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Layer-Wise Weight Statistics for Node Classification and Defense of Federated Large Language Models

Συγγραφείς: Berns, Alexander, Akai, Reon, Kuribayashi, Minoru, Cogranne, Remi

Πηγή: 2025 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2025 Asia Pacific. :2152-2157 Oct, 2025

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Multidimensional Analysis of Encrypted VPN Traffic with Machine Learning

Συγγραφείς: Kanik, Abdullah Eren, Tonkal, Ozgur

Πηγή: 2025 18th International Conference on Information Security and Cryptology (ISCTürkiye) Information Security and Cryptology (ISCTürkiye), 2025 18th International Conference on. :1-6 Oct, 2025

Relation: 2025 18th International Conference on Information Security and Cryptology (ISCTürkiye)