Ismail Bennis

According to our database, Ismail Bennis authored at least 48 papers between 2013 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

A Comparative Study of Recent Advances in Internet of Intrusion Detection Things.

Marianna Rezk, Hassan Harb, Ismail Bennis, Sébastien Bindel, Hafid Abouaissa

CoRR, March, 2026

FedWKD: Federated learning weighted aggregation with knowledge distillation for IoT forecasting.

Bouchra Fakher, Mohamed-el-Amine Brahmia, Ismail Bennis, Abdelhafid Abouaissa

Internet Things, 2026

Internet of cybersecurity things in the third decade of the 21st century: A forward vision.

Marianna Rezk, Hassan Harb, Ismail Bennis, Sébastien Bindel, Abdelhafid Abouaissa

Comput. Secur., 2026

L4D: An outlier-based learning framework for detecting event patterns in vehicular networks.

Kawthar Zaraket, Hassan Harb, Ismail Bennis, Ali Jaber, Abdelhafid Abouaissa

Comput. Commun., 2026

A Privacy-Preserving Behavioral Authentication Framework for Public Transport Applications.

David Monschein, Markus Knecht, Mustafa Al Samara, José Antonio Peregrina, Tim Piotrowski, Sascha Gohlke, Ismail Bennis, Wilfrid Azan, Abdelhafid Abouaissa, Alfonso García de Prado, Marc Gilg, Eva-Maria Neumann, Zoltán Nochta, Guadalupe Ortiz, Ioan Szilagyi, Oliver P. Waldhorst, Christian Zirpins

IEEE Access, 2026

2025

Combining client-based anomaly detection and federated learning for energy forecasting in smart buildings.

Bouchra Fakher, Mohamed-el-Amine Brahmia, Ismail Bennis, Abdelhafid Abouaissa

Clust. Comput., December, 2025

Securing Federated Learning in IoT: A Survey of Attacks, Defenses, and Frameworks.

Okba Ben Atia, Mustafa Al Samara, Ismail Bennis, Jaafar Gaber, Abdelhafid Abouaissa, Pascal Lorenz

IEEE Internet Things J., 2025

M3D-FL: Multi-layer Malicious Model Detection for Federated Learning in IoT networks.

Okba Ben Atia, Mustafa Al Samara, Ismail Bennis, Abdelhafid Abouaissa, Jaafar Gaber, Pascal Lorenz

Comput. Secur., 2025

AI-Driven Optimisation for Mobile Behavioural Biometrics Continuous Authentication.

Mustafa Al Samara, Ismail Bennis, Marc Gilg, Bouziane Brik, Abdelhafid Abouaissa

Proceedings of the 21th International Conference on Wireless and Mobile Computing, 2025

A Meta Learning Framework for Intrusion Detection in Connected Vehicles.

Okba Ben Atia, Mustafa Al Samara, Ismail Bennis

Proceedings of the 21th International Conference on Wireless and Mobile Computing, 2025

FedCSA: A Novel Federated Learning Client Selection with Anomaly Detection Approach for IoT Systems.

Bouchra Fakher, Mohamed-el-Amine Brahmia, Ismail Bennis, Abdelhafid Abouaissa

Proceedings of the 2025 IEEE Wireless Communications and Networking Conference (WCNC), 2025

LLNRM: LoRaWAN Loss Node Relay Mechanism for Smart Cities.

Mohamed-Ali Hadj Amor, Ismail Bennis, Kerima Saleh Abakar, Abdelhafid Abouaissa, Pascal Lorenz

Proceedings of the 2025 IEEE Wireless Communications and Networking Conference (WCNC), 2025

A Machine Learning Approach for Detecting Internal Position Falsification Attacks in VANET Environments.

Mourad Benmenssour, Ouadoudi Zytoune, Ismail Bennis

Proceedings of the 14th IFIP/IEEE International Conference on Performance Evaluation and Modeling in Wired and Wireless Networks, 2025

NC-LoRaSim: A No-Code LoRaWAN Simulation Framework with NS-3.

Mohamed-Ali Hadj Amor, Ismail Bennis

Proceedings of the 23rd International Symposium on Network Computing and Application, 2025

B2CAR: Behavioural Biometrics for Continuous Authentication with Regularisation Techniques.

Mustafa Al Samara, Marc Gilg, Abdelhafid Abouaissa, Ismail Bennis, Pascal Lorenz

Proceedings of the International Wireless Communications and Mobile Computing, 2025

A Comparative Study of Recent Advances in Internet of Intrusion Detection Things.

Marianna Rezk, Hassan Harb, Ismail Bennis, Sébastien Bindel, Abdelhafid Abouaissa

Proceedings of the International Wireless Communications and Mobile Computing, 2025

A Novel Approach to Enhance LoRaWAN Performances Based on Optimization Algorithms.

Yassine Latreche, Mokhtar Essaid, Mahmoud Golabi, Ismail Bennis, Lhassane Idoumghar

Proceedings of the 11th International Conference on Control, 2025

A Distributed Federated Learning Framework for Privacy-Preserving ADHD Diagnosis.

Okba Ben Atia, Mustafa Al Samara, Ismail Bennis, Aiman Erbad

Proceedings of the 22nd IEEE/ACS International Conference on Computer Systems and Applications, 2025

2024

SA-O²DCA: Seasonal Adapted Online Outlier Detection and Classification Approach for WSN.

Mustafa Al Samara, Ismail Bennis, Abdelhafid Abouaissa, Pascal Lorenz

J. Netw. Syst. Manag., April, 2024

Hyper-Flophet: A neural Prophet-based model for traffic flow forecasting in transportation systems.

Kawthar Zaraket, Hassan Harb, Ismail Bennis, Ali Jaber, Abdelhafid Abouaissa

Simul. Model. Pract. Theory, 2024

Outlier Detection based Model for Event Pattern Recognition in Vehicular Networks.

Kawthar Zaraket, Ismail Bennis, Hassan Harb, Ali Jaber, Abdelhafid Abouaissa

Proceedings of the 20th International Conference on Wireless and Mobile Computing, 2024

EMDG-FL: Enhanced Malicious Model Detection based on Genetic Algorithm for Federated Learning.

Okba Ben Atia, Mustafa Al Samara, Ismail Bennis, Jaafar Gaber, Abdelhafid Abouaissa, Pascal Lorenz

Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

FedLbs: Federated Learning Loss-Based Swapping Approach for Energy Building's Load Forecasting.

Bouchra Fakher, Mohamed-el-Amine Brahmia, Mustafa Al Samara, Ismail Bennis, Abdelhafid Abouaissa

Proceedings of the International Wireless Communications and Mobile Computing, 2024

ERD-FL: Entropy-Driven Robust Defense for Federated Learning.

Okba Ben Atia, Mustafa Al Samara, Ismail Bennis, Jaafar Gaber, Abdelhafid Abouaissa, Pascal Lorenz

Proceedings of the International Wireless Communications and Mobile Computing, 2024

A Hidden Parameter Study for Traffic-oriented LoRaWAN Deployment.

Kerima Saleh Abakar, Ismail Bennis, Abdelhafid Abouaissa, Pascal Lorenz

Proceedings of the International Wireless Communications and Mobile Computing, 2024

AM2DN-FL: Adaptive Malicious Model Detection in Non-IID Data Using Federated Learning for IoT System.

Okba Ben Atia, Mustafa Al Samara, Ismail Bennis, Jaafar Gaber, Abdelhafid Abouaissa, Pascal Lorenz

Proceedings of the 2024 IEEE Global Communications Conference, 2024

Real Time Complex Event Processing And Stream Reasoning for Low-Cost IoT Systems.

Mouhamet Latyr Ndiaye, El Hadji Serigne Mamour Diop, Yacine Ghamri-Doudane, Ismail Bennis, Didier Orange, Magali Gerino

Proceedings of the Global Information Infrastructure and Networking Symposium, 2024

2023

Complete outlier detection and classification framework for WSNs based on OPTICS.

Mustafa Al Samara, Ismail Bennis, Abdelhafid Abouaissa, Pascal Lorenz

J. Netw. Comput. Appl., February, 2023

Flophet: A Novel Prophet-Based Model for Traffic Flow Prediction in Vehicular Ad Hoc Networks.

Kawthar Zaraket, Hassan Harb, Ismail Bennis, Ali Jaber, Abdelhafid Abouaissa

Proceedings of the IEEE International Conference on Communications, 2023

O²DCA: Online Outlier Detection and Classification Approach for WSN.

Mustafa Al Samara, Ismail Bennis, Abdelhafid Abouaissa, Pascal Lorenz

Proceedings of the IEEE International Conference on Communications, 2023

2022

Enhanced efficient outlier detection and classification approach for WSNs.

Mustafa Al Samara, Ismail Bennis, Abdelhafid Abouaissa, Pascal Lorenz

Simul. Model. Pract. Theory, 2022

A Survey of Outlier Detection Techniques in IoT: Review and Classification.

Mustafa Al Samara, Ismail Bennis, Abdelhafid Abouaissa, Pascal Lorenz

J. Sens. Actuator Networks, 2022

A Multi-Gateway Behaviour Study for Traffic-Oriented LoRaWAN Deployment.

Kerima Saleh Abakar, Ismail Bennis, Abdelhafid Abouaissa, Pascal Lorenz

Future Internet, 2022

A Comparative Study of Recent Advances in Big Data Analytics in Vehicular Ad Hoc Networks.

Kawthar Zaraket, Ismail Bennis, Hassan Harb, Ali Jaber, Abdelhafid Abouaissa

Proceedings of the 2022 International Wireless Communications and Mobile Computing, 2022

OPTICS-Based Outlier Detection with Newton Classification.

Mustafa Al Samara, Ismail Bennis, Abdelhafid Abouaissa, Pascal Lorenz

Proceedings of the 2022 International Wireless Communications and Mobile Computing, 2022

2021

An Efficient Outlier Detection and Classification Clustering-Based Approach for WSN.

Mustafa Al Samara, Ismail Bennis, Abdelhafid Abouaissa, Pascal Lorenz

Proceedings of the IEEE Global Communications Conference, 2021

2019

Short-range and Long-range Cooperative Communication for Littoral Environment Monitoring.

Ismail Bennis, Alain Gaugue, Michel Ménard

Proceedings of the 15th International Wireless Communications & Mobile Computing Conference, 2019

2018

Efficient queuing scheme through cross-layer approach for multimedia transmission over WSNs.

Ismail Bennis, Hacène Fouchal, Kandaraj Piamrat, Marwane Ayaida

Comput. Networks, 2018

2017

Gateway selection technique for efficient multi-hop routing in Wireless Sensor Networks.

Cheikh Sidy Mouhamed Cisse, Ismail Bennis, Marwane Ayaida, Cheikh Sarr

Proceedings of the International Conference on Wireless Networks and Mobile Communications, 2017

Link-gain based power control mechanism for Wireless Sensor Networks.

Ismail Bennis, Marwane Ayaida, Michel Herbin, Frédéric Blanchard

Proceedings of the 13th International Wireless Communications and Mobile Computing Conference, 2017

A cross-layer scheme for multimedia transfer over AdHoc networks.

Ismail Bennis, Kandaraj Piamrat, Hacène Fouchal, Marwane Ayaida

Proceedings of the IEEE International Conference on Communications, 2017

2016

Carrier sense aware multipath geographic routing protocol.

Ismail Bennis, Hacène Fouchal, Ouadoudi Zytoune, Driss Aboutajdine

Wirel. Commun. Mob. Comput., 2016

2015

A Realistic Multipath Routing for Ad Hoc Networks.

Ismail Bennis, Hacène Fouchal, Kandaraj Piamrat, Ouadoudi Zytoune, Driss Aboutajdine

Proceedings of the 2015 IEEE Global Communications Conference, 2015

Drip irrigation system using Wireless Sensor Networks.

Ismail Bennis, Hacène Fouchal, Ouadoudi Zytoune, Driss Aboutajdine

Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015

2014

An evaluation of the TPGF protocol implementation over NS-2.

Ismail Bennis, Hacène Fouchal, Ouadoudi Zytoune, Driss Aboutajdine

Proceedings of the IEEE International Conference on Communications, 2014

Carrier sense range effect on performances of multipath routing in Wireless Sensor Networks.

Ismail Bennis, Hacène Fouchal, Ouadoudi Zytoune, Driss Aboutajdine

Proceedings of the 2014 Federated Conference on Computer Science and Information Systems, 2014

2013

Enhanced AntNet Protocol for Wireless Multimedia Sensor Networks.

Ismail Bennis, Ouadoudi Zytoune, Driss Aboutajdine

Proceedings of the Networked Systems - First International Conference, 2013

Low energy geographical routing protocol for wireless multimedia sensor networks.

Ismail Bennis, Ouadoudi Zytoune, Driss Aboutajdine, Hacène Fouchal

Proceedings of the 2013 9th International Wireless Communications and Mobile Computing Conference, 2013