Author

Lahcen Idouglid

Observed name: Lahcen Idougid

Observed institution: Université Ibn-Tofail

ORCID: 0009-0008-6570-9869

Observed ORCID: 0009-0008-6570-9869

OpenAlex ID: A5035537500

Next-gen security in IIoT: integrating intrusion detection systems with machine learning for industry 4.0 resilience

2024 · Lahcen Idouglid, Said Tkatek, et al. · International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering · 14

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A novel anomaly detection model for the industrial Internet of Things using machine learning techniques

2024 · Lahcen Idouglid, Said Tkatek, et al. · RADIOELECTRONIC AND COMPUTER SYSTEMS · 12

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Detection and Extraction of Faces and Text Lower Third Techniques for an Audiovisual Archive System using Machine Learning

2022 · Khalid El Fayq, Said Tkatek, et al. · International Journal of Advanced Computer Science and Applications · 6

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Performance Evaluation of Deep Learning Models for Sequence-Based Intrusion Detection

2025 · Lahcen Idouglid · International Journal on Electrical Engineering and Informatics · 4

Boosting industrial internet of things intrusion detection: leveraging machine learning and feature selection techniques

2025 · Lahcen Idouglid, Said Tkatek, et al. · IAES International Journal of Artificial Intelligence · 4

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Word Embedding Methods of Text Processing in Big Data: A Comparative Study

2023 · Lahcen Idouglid, Said Tkatek · Lecture notes in networks and systems · 2

Transforming IIoT Security Leveraging Deep Learning and Feature Selection for Superior Intrusion Detection

2025 · Lahcen Idouglid, Said Tkatek, et al. · International Journal of Computing · 1

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Enhanced pre-broadcast video codec validation using hybrid CNN-LSTM with attention and autoencoder-based anomaly detection

2025 · Khalid El Fayq, Said Tkatek, et al. · IAES International Journal of Artificial Intelligence · 1

Enhancing TV program success prediction using machine learning by integrating people meter audience metrics with digital engagement metrics

2025 · Khalid El Fayq, Said Tkatek, et al. · Indonesian Journal of Electrical Engineering and Computer Science · 1

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Predicting television programs success using machine learning techniques

2024 · Khalid El Fayq, Said Tkatek, et al. · International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering · 1

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Towards Secure Autonomous Driving: Edge AI—Based Cybersecurity for ADAS and the Internet of Autonomous Vehicles (IoAV)

2026 · Mohammed Chaman, Lahcen Idouglid, et al. · International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)

Advanced Intrusion Detection Systems: A Comparative Study of Deep Learning and Ensemble Learning Models for IIoT Networks

2026 · Lahcen Idouglid, Said Tkatek, et al. · Lecture notes in networks and systems

Ensemble-Based Cognitive IDS for IIoT in Cyber-Physical Environments

2026 · Lahcen Idougid, Khalid Elfayq, et al. · Springer series in reliability engineering

Real-Time Intrusion Detection in IIoT Environments: A Comparative Study of Ensemble Learning, Deep Learning, and Classical Machine Learning Approaches

2026 · Lahcen Idouglid, Said Tkatek, et al. · Lecture notes in networks and systems

Hybrid CNN-LSTM with Attention and Autoencoder-Based Anomaly Detection for Enhanced Pre-Broadcast Video Codec Validation

2026 · Khalid El Fayq, Said Tkatek, et al. · Lecture notes in networks and systems

Real-Time Intrusion Detection in IIoT Environments: A Comparative Study of Ensemble Learning, Deep Learning, and Classical Machine Learning Approaches

2026 · Lahcen Idouglid, Said Tkatek, et al. · Lecture notes in networks and systems

Multilayer Perceptron-Based Defense Mechanisms for Securing Industrial IoT in Industry 4.0 Environments

2025 · Lahcen Idouglid, Said Tkatek, et al. · Informatica

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Multilayer Perceptron-Based Defense Mechanisms for Securing Industrial IoT in Industry 4.0 Environments

2025 · Lahcen Idouglid, Said Tkatek, et al. · Informatica

Strengthening IIoT security

2025 · Lahcen Idouglid, Said Tkatek, et al. · CRC Press eBooks

Ensemble learning for real-time anomaly detection and predictive maintenance in smart factories

2025 · Lahcen Idouglid, Said Tkatek, et al. · Engineering review

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Machine Learning-Driven Pre-Broadcast Video Codec Validation: Ensuring Seamless Television Transmission

2024 · El fayq Khalid, Said Tkatek, et al. · Indonesian Journal of Electrical Engineering and Informatics (IJEEI)

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Towards Emotional Authenticity in News Presentation: A Machine Learning Approach

2024 · Khalid El Fayq, Said Tkatek, et al. · International Conference on Wireless Networks and Mobile Communications (WINCOM)

Towards Enhanced Industry 4.0 Security: Intrusion Detection Systems and Machine Learning Applications in IIoT

2024 · Lahcen Idouglid, Said Tkatek, et al. · Lecture notes in information systems and organisation

Works count: 23

Citation count: 46

H-index: 4

I10-index: 2