Ismail Bennis - RankMe

46 papers B 20C 5Journal 15Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Comparative Study of Recent Advances in Internet of Intrusion Detection Things. CoRR Marianna Rezk, Hassan Harb, Ismail Bennis, Sébastien Bindel, Hafid Abouaissa
2026	J	`jnl`	FedWKD: Federated learning weighted aggregation with knowledge distillation for IoT forecasting. Internet Things Bouchra Fakher, Mohamed-el-Amine Brahmia, Ismail Bennis, Abdelhafid Abouaissa
2026	J	`jnl`	Internet of cybersecurity things in the third decade of the 21st century: A forward vision. Comput. Secur. Marianna Rezk, Hassan Harb, Ismail Bennis, Sébastien Bindel, Abdelhafid Abouaissa
2026	J	`jnl`	L4D: An outlier-based learning framework for detecting event patterns in vehicular networks. Comput. Commun. Kawthar Zaraket, Hassan Harb, Ismail Bennis, Ali Jaber, Abdelhafid Abouaissa
2025	B	`conf`	A Comparative Study of Recent Advances in Internet of Intrusion Detection Things. IWCMC Marianna Rezk, Hassan Harb, Ismail Bennis, Sébastien Bindel, Abdelhafid Abouaissa
2025	C	`conf`	A Machine Learning Approach for Detecting Internal Position Falsification Attacks in VANET Environments. PEMWN Mourad Benmenssour, Ouadoudi Zytoune, Ismail Bennis
2025	B	`conf`	A Meta Learning Framework for Intrusion Detection in Connected Vehicles. WiMob Okba Ben Atia, Mustafa Al Samara, Ismail Bennis
2025	C	`conf`	A Novel Approach to Enhance LoRaWAN Performances Based on Optimization Algorithms. CoDIT Yassine Latreche, Mokhtar Essaid, Mahmoud Golabi, Ismail Bennis, Lhassane Idoumghar
2025	B	`conf`	AI-Driven Optimisation for Mobile Behavioural Biometrics Continuous Authentication. WiMob Mustafa Al Samara, Ismail Bennis, Marc Gilg, Bouziane Brik, Abdelhafid Abouaissa
2025	B	`conf`	B2CAR: Behavioural Biometrics for Continuous Authentication with Regularisation Techniques. IWCMC Mustafa Al Samara, Marc Gilg, Abdelhafid Abouaissa, Ismail Bennis, Pascal Lorenz
2025	J	`jnl`	Combining client-based anomaly detection and federated learning for energy forecasting in smart buildings. Clust. Comput. Bouchra Fakher, Mohamed-el-Amine Brahmia, Ismail Bennis, Abdelhafid Abouaissa
2025	B	`conf`	FedCSA: A Novel Federated Learning Client Selection with Anomaly Detection Approach for IoT Systems. WCNC Bouchra Fakher, Mohamed-el-Amine Brahmia, Ismail Bennis, Abdelhafid Abouaissa
2025	B	`conf`	LLNRM: LoRaWAN Loss Node Relay Mechanism for Smart Cities. WCNC Mohamed-Ali Hadj Amor, Ismail Bennis, Kerima Saleh Abakar, Abdelhafid Abouaissa, Pascal Lorenz
2025	J	`jnl`	M3D-FL: Multi-layer Malicious Model Detection for Federated Learning in IoT networks. Comput. Secur. Okba Ben Atia, Mustafa Al Samara, Ismail Bennis, Abdelhafid Abouaissa, Jaafar Gaber, Pascal Lorenz
2025	B	`conf`	NC-LoRaSim: A No-Code LoRaWAN Simulation Framework with NS-3. NCA Mohamed-Ali Hadj Amor, Ismail Bennis
2025	J	`jnl`	Securing Federated Learning in IoT: A Survey of Attacks, Defenses, and Frameworks. IEEE Internet Things J. Okba Ben Atia, Mustafa Al Samara, Ismail Bennis, Jaafar Gaber, Abdelhafid Abouaissa, Pascal Lorenz
2024	B	`conf`	A Hidden Parameter Study for Traffic-oriented LoRaWAN Deployment. IWCMC Kerima Saleh Abakar, Ismail Bennis, Abdelhafid Abouaissa, Pascal Lorenz
2024	B	`conf`	AM2DN-FL: Adaptive Malicious Model Detection in Non-IID Data Using Federated Learning for IoT System. GLOBECOM Okba Ben Atia, Mustafa Al Samara, Ismail Bennis, Jaafar Gaber, Abdelhafid Abouaissa, Pascal Lorenz
2024	B	`conf`	EMDG-FL: Enhanced Malicious Model Detection based on Genetic Algorithm for Federated Learning. WCNC Okba Ben Atia, Mustafa Al Samara, Ismail Bennis, Jaafar Gaber, Abdelhafid Abouaissa, Pascal Lorenz
2024	B	`conf`	ERD-FL: Entropy-Driven Robust Defense for Federated Learning. IWCMC Okba Ben Atia, Mustafa Al Samara, Ismail Bennis, Jaafar Gaber, Abdelhafid Abouaissa, Pascal Lorenz
2024	B	`conf`	FedLbs: Federated Learning Loss-Based Swapping Approach for Energy Building's Load Forecasting. IWCMC Bouchra Fakher, Mohamed-el-Amine Brahmia, Mustafa Al Samara, Ismail Bennis, Abdelhafid Abouaissa
2024	J	`jnl`	Hyper-Flophet: A neural Prophet-based model for traffic flow forecasting in transportation systems. Simul. Model. Pract. Theory Kawthar Zaraket, Hassan Harb, Ismail Bennis, Ali Jaber, Abdelhafid Abouaissa
2024	B	`conf`	Outlier Detection based Model for Event Pattern Recognition in Vehicular Networks. WiMob Kawthar Zaraket, Ismail Bennis, Hassan Harb, Ali Jaber, Abdelhafid Abouaissa
2024	—	`conf`	Real Time Complex Event Processing And Stream Reasoning for Low-Cost IoT Systems. GIIS Mouhamet Latyr Ndiaye, El Hadji Serigne Mamour Diop, Yacine Ghamri-Doudane, Ismail Bennis, Didier Orange, Magali Gerino
2024	J	`jnl`	SA-O J. Netw. Syst. Manag. Mustafa Al Samara, Ismail Bennis, Abdelhafid Abouaissa, Pascal Lorenz
2023	J	`jnl`	Complete outlier detection and classification framework for WSNs based on OPTICS. J. Netw. Comput. Appl. Mustafa Al Samara, Ismail Bennis, Abdelhafid Abouaissa, Pascal Lorenz
2023	—	`conf`	Flophet: A Novel Prophet-Based Model for Traffic Flow Prediction in Vehicular Ad Hoc Networks. ICC Kawthar Zaraket, Hassan Harb, Ismail Bennis, Ali Jaber, Abdelhafid Abouaissa
2023	—	`conf`	O ICC Mustafa Al Samara, Ismail Bennis, Abdelhafid Abouaissa, Pascal Lorenz
2022	B	`conf`	A Comparative Study of Recent Advances in Big Data Analytics in Vehicular Ad Hoc Networks. IWCMC Kawthar Zaraket, Ismail Bennis, Hassan Harb, Ali Jaber, Abdelhafid Abouaissa
2022	J	`jnl`	A Multi-Gateway Behaviour Study for Traffic-Oriented LoRaWAN Deployment. Future Internet Kerima Saleh Abakar, Ismail Bennis, Abdelhafid Abouaissa, Pascal Lorenz
2022	J	`jnl`	A Survey of Outlier Detection Techniques in IoT: Review and Classification. J. Sens. Actuator Networks Mustafa Al Samara, Ismail Bennis, Abdelhafid Abouaissa, Pascal Lorenz
2022	J	`jnl`	Enhanced efficient outlier detection and classification approach for WSNs. Simul. Model. Pract. Theory Mustafa Al Samara, Ismail Bennis, Abdelhafid Abouaissa, Pascal Lorenz
2022	B	`conf`	OPTICS-Based Outlier Detection with Newton Classification. IWCMC Mustafa Al Samara, Ismail Bennis, Abdelhafid Abouaissa, Pascal Lorenz
2021	B	`conf`	An Efficient Outlier Detection and Classification Clustering-Based Approach for WSN. GLOBECOM Mustafa Al Samara, Ismail Bennis, Abdelhafid Abouaissa, Pascal Lorenz
2019	B	`conf`	Short-range and Long-range Cooperative Communication for Littoral Environment Monitoring. IWCMC Ismail Bennis, Alain Gaugue, Michel Ménard
2018	J	`jnl`	Efficient queuing scheme through cross-layer approach for multimedia transmission over WSNs. Comput. Networks Ismail Bennis, Hacène Fouchal, Kandaraj Piamrat, Marwane Ayaida
2017	—	`conf`	A cross-layer scheme for multimedia transfer over AdHoc networks. ICC Ismail Bennis, Kandaraj Piamrat, Hacène Fouchal, Marwane Ayaida
2017	C	`conf`	Gateway selection technique for efficient multi-hop routing in Wireless Sensor Networks. WINCOM Cheikh Sidy Mouhamed Cisse, Ismail Bennis, Marwane Ayaida, Cheikh Sarr
2017	B	`conf`	Link-gain based power control mechanism for Wireless Sensor Networks. IWCMC Ismail Bennis, Marwane Ayaida, Michel Herbin, Frédéric Blanchard
2016	J	`jnl`	Carrier sense aware multipath geographic routing protocol. Wirel. Commun. Mob. Comput. Ismail Bennis, Hacène Fouchal, Ouadoudi Zytoune, Driss Aboutajdine
2015	B	`conf`	A Realistic Multipath Routing for Ad Hoc Networks. GLOBECOM Ismail Bennis, Hacène Fouchal, Kandaraj Piamrat, Ouadoudi Zytoune, Driss Aboutajdine
2015	C	`conf`	Drip irrigation system using Wireless Sensor Networks. FedCSIS Ismail Bennis, Hacène Fouchal, Ouadoudi Zytoune, Driss Aboutajdine
2014	—	`conf`	An evaluation of the TPGF protocol implementation over NS-2. ICC Ismail Bennis, Hacène Fouchal, Ouadoudi Zytoune, Driss Aboutajdine
2014	C	`conf`	Carrier sense range effect on performances of multipath routing in Wireless Sensor Networks. FedCSIS Ismail Bennis, Hacène Fouchal, Ouadoudi Zytoune, Driss Aboutajdine
2013	—	`conf`	Enhanced AntNet Protocol for Wireless Multimedia Sensor Networks. NETYS Ismail Bennis, Ouadoudi Zytoune, Driss Aboutajdine
2013	B	`conf`	Low energy geographical routing protocol for wireless multimedia sensor networks. IWCMC Ismail Bennis, Ouadoudi Zytoune, Driss Aboutajdine, Hacène Fouchal