1 Jan 2026
Hybrid CNN-LSTM with Attention and Autoencoder-Based Anomaly Detection for Enhanced Pre-Broadcast Video Codec ValidationPublisher siteLecture notes in networks and systems, Anomaly Detection Techniques and Applications
Active, last published 2026
In network security and intrusion detection
Khalid El
Fayq
Scholar“Research focused on Network Security and Intrusion Detection and adjacent fields.”
Ibn Tofail University
Morocco
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01 · About the work
What I study
halid El Fayq is a researcher working on Network Security and Intrusion Detection. A fuller summary will appear once they update their profile.
02 · Reach
Publication output and reach
Khalid's work has been cited 32 times across 3 active years. Bars show publications per year; the line shows cumulative citation totals across publications first appearing in each year.
03 · Research focus
Topics
Network Security and Intrusion Detection×7Anomaly Detection Techniques and Applications×6Smart Grid Security and Resilience×3Biometric Identification and Security×2Video Analysis and Summarization×2
04 · Where I am
Affiliations
Affiliation on published researchUniversité Ibn-Tofail, MoroccoDrawn from the institution listed on this researcher’s published work.
Research themes (UN SDGs)
05 · Selected work
Recent publications
11 works26 Aug 2025Open access
Multilayer Perceptron-Based Defense Mechanisms for Securing Industrial IoT in Industry 4.0 EnvironmentsPublisher siteInformatica, Biometric Identification and Security
26 Aug 2025Open access
Multilayer Perceptron-Based Defense Mechanisms for Securing Industrial IoT in Industry 4.0 EnvironmentsPublisher siteInformatica, Biometric Identification and Security
1 Aug 2025Open access1cites
Enhanced pre-broadcast video codec validation using hybrid CNN-LSTM with attention and autoencoder-based anomaly detectionPublisher siteIAES International Journal of Artificial Intelligence, Digital Media Forensic Detection
17 Feb 2025Open access4cites
Boosting industrial internet of things intrusion detection: leveraging machine learning and feature selection techniquesPublisher siteIAES International Journal of Artificial Intelligence, Network Security and Intrusion Detection
1 Jan 2025Open access
Ensemble learning for real-time anomaly detection and predictive maintenance in smart factoriesPublisher siteEngineering review, Anomaly Detection Techniques and Applications
9 Aug 2024Open access
Predicting television programs success using machine learning techniquesPublisher siteInternational Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering, Big Data and Business Intelligence
23 Jul 2024
Towards Emotional Authenticity in News Presentation: A Machine Learning ApproachPublisher siteExpert Academic Profiles go further
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