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Journal Articles
- 2023
[j4]Mariam Elnour
, Mohammad Noorizadeh, Mohammad Shakerpour, Nader Meskin, Khaled M. Khan, Raj Jain:
A Machine Learning Based Framework for Real-Time Detection and Mitigation of Sensor False Data Injection Cyber-Physical Attacks in Industrial Control Systems. IEEE Access 11: 86977-86998 (2023)- [j3]Yassine Himeur, Mariam Elnour, Fodil Fadli, Nader Meskin, Ioan Petri, Yacine Rezgui, Faycal Bensaali, Abbes Amira:
AI-big data analytics for building automation and management systems: a survey, actual challenges and future perspectives. Artif. Intell. Rev. 56(6): 4929-5021 (2023) - 2022
- [j2]Mariam Elnour, Nader Meskin:
Novel Actuator Fault Diagnosis Framework for Multizone HVAC Systems Using 2-D Convolutional Neural Networks. IEEE Trans Autom. Sci. Eng. 19(3): 1985-1996 (2022) - 2020
- [j1]Mariam Elnour, Nader Meskin, Khaled M. Khan, Raj Jain:
A Dual-Isolation-Forests-Based Attack Detection Framework for Industrial Control Systems. IEEE Access 8: 36639-36651 (2020)
Conference and Workshop Papers
- 2023
- [c4]Mariam Elnour, Fodil Fadli, Nader Meskin, Ioan Petri, Yacine Rezgui:
Analysis of Unsupervised Consumption Anomaly Detection in Sports Facilities using Artificial Intelligence-Based Data Analytics: A Case Study. ICMLC 2023: 197-204 - 2020
- [c3]Mariam Elnour, Nader Meskin, Khaled M. Khan:
Hybrid Attack Detection Framework for Industrial Control Systems using 1D-Convolutional Neural Network and Isolation Forest. CCTA 2020: 877-884 - [c2]Mariam Elnour, Nader Meskin:
Actuator Fault Diagnosis in Multi-Zone HVAC Systems using 2D Convolutional Neural Networks. ICIoT 2020: 404-409 - 2019
- [c1]Mariam Elnour, Nader Meskin, Mohammed Al-Naemi:
Sensor Fault Diagnosis of Multi-Zone HVAC Systems Using Auto-Associative Neural Network. CCTA 2019: 118-123
Informal and Other Publications
- 2024
- [i2]Fodil Fadli, Yassine Himeur, Mariam Elnour, Abbes Amira:
Unveiling Hidden Energy Anomalies: Harnessing Deep Learning to Optimize Energy Management in Sports Facilities. CoRR abs/2402.08742 (2024) - [i1]Khandaker Akramul Haque, Leen Al Homoud, Xin Zhuang, Mariam Elnour, Ana Elisa P. Goulart, Katherine R. Davis:
On Graph Theory vs. Time-Domain Discrete Event Simulation for Topology-Informed Assessment of Power Grid Cyber Risk. CoRR abs/2409.04590 (2024)
Coauthor Index
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