Author

Amina Khacha

Institution: University Ferhat Abbas of Setif

Observed institution: University Ferhat Abbas of Setif

ORCID: 0009-0009-3299-8622

Observed ORCID: 0009-0009-3299-8622

OpenAlex ID: A5038155470

Hybrid Deep Learning-based Intrusion Detection System for Industrial Internet of Things

2022 · Amina Khacha, Rafika Saadouni, et al. · International Symposium Informatics and its Applications · 58

Intrusion detection systems for IoT based on bio-inspired and machine learning techniques: a systematic review of the literature

2024 · Rafika Saadouni, Chirihane Gherbi, et al. · Cluster Computing · 37

Secure IIoT networks with hybrid CNN-GRU model using Edge-IIoTset

2023 · Rafika Saadouni, Amina Khacha, et al. · International Conference on Innovations in Information Technology · 27

Landscape of learning techniques for intrusion detection system in IoT: A systematic literature review

2024 · Amina Khacha, Zibouda Aliouat, et al. · Computers & Electrical Engineering · 17

Robust Intrusion Detection for IoT Networks: an Integrated CNN-LSTM-GRU Approach

2023 · Amina Khacha, Rafika Saadouni, et al. · International Conference on Networking and Advanced Systems (ICNAS) · 16

Securing smart agriculture networks using bio-inspired feature selection and transfer learning for effective image-based intrusion detection

2024 · Rafika Saadouni, Chirihane Gherbi, et al. · Internet of Things · 13

PSO-based Feature Selection for DDoS Detection using Machine Learning in Smart Agriculture

2024 · Rafika Saadouni, Amina Khacha, et al. · International Conference on Advances in Electrical and Communication Technologies (ICAECOT) · 4

Privacy-Preserving in Agricultural IoT: Intrusion Detection Using Federated Learning and CNN

2024 · Amina Khacha, Rafika Saadouni, et al. · International Conference on Advanced Aspects of Software Engineering (ICAASE) · 2

Federated Learning and Convolutional Autoencoder for Robust Anomaly Detection in Agricultural IoT

2024 · Amina Khacha, Rafika Saadouni, et al. · International Conference of the African Federation of Operational Research Societies (AFROS) · 2

Communication-efficient Federated Transfer Learning for real-time intrusion detection in agricultural IoT systems

2026 · Amina Khacha, Zibouda Aliouat, et al. · Computers and Electronics in Agriculture

Privacy-preserving lightweight intrusion detection system for agricultural IoT based on federated learning and temporal convolutional network

2026 · Amina Khacha, Zibouda Aliouat, et al. · Cluster Computing

Image-Based Dual Defense Strategy for Adversarially Robust IDS in Smart Agriculture

2026 · Rafika Saadouni, Chirihane Gherbi, et al. · IEEE Internet of Things Journal

Fine-tuning CNN for Enhanced Security in WSN-Based Forest Fire Detection

2024 · Rafika Saadouni, Amina Khacha, et al. · International Conference on Information and Communication Technologies for Disaster Management (ICT-DM)

Works count: 13

Citation count: 176

H-index: 6

I10-index: 6