Lotfi Mhamdi

Orcid: 0009-0000-6492-2088

According to our database1, Lotfi Mhamdi authored at least 54 papers between 2003 and 2024.

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Bibliography

2024
Securing SDN: Hybrid autoencoder-random forest for intrusion detection and attack mitigation.
J. Netw. Comput. Appl., 2024

Enhancing IoT Security Through Resource-Efficient Feature Engineering.
Proceedings of the Global Information Infrastructure and Networking Symposium, 2024

Deep Learning based Intrusion Detection for IoT Networks.
Proceedings of the Global Information Infrastructure and Networking Symposium, 2024

2023
Congestion control in constrained Internet of Things networks.
IET Wirel. Sens. Syst., December, 2023

Deep learning for COVID-19 contamination analysis and prediction using ECG images on Raspberry Pi 4.
Int. J. Imaging Syst. Technol., November, 2023

Investigating Machine Learning and Control Theory Approaches for Process Fault Detection: A Comparative Study of KPCA and the Observer-Based Method.
Sensors, August, 2023

Enhancing Security and Privacy Preservation of Sensitive Information in e-Health Datasets Using FCA Approach.
IEEE Access, 2023

Network Intrusion Detection in Software-Defined Network Using Deep and Machine Learning.
Proceedings of the IEEE Global Communications Conference, 2023

Hybrid Learning Blockchain assisted approach to Secure Software Defined Networks.
Proceedings of the IEEE Global Communications Conference, 2023

2022
An Adaptive Framework for Attack Mitigation in SDN Environment.
Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2022

Hybrid Deep Autoencoder with Random Forest in Native SDN Intrusion Detection Environment.
Proceedings of the IEEE International Conference on Communications, 2022

Light-Weight Congestion Control in Constrained IoT Networks.
Proceedings of the IEEE Global Communications Conference, 2022

2021
Comparative study between neural network and sliding mode observer for process diagnostic: Application to three tank system.
Proceedings of the International Conference on Control, Automation and Diagnosis, 2021

2020
A Deep Learning Approach Combining Autoencoder with One-class SVM for DDoS Attack Detection in SDNs.
Proceedings of the Eighth IEEE International Conference on Communications and Networking, 2020

Native SDN Intrusion Detection using Machine Learning.
Proceedings of the Eighth IEEE International Conference on Communications and Networking, 2020

2019
F-DCTCP: Fair Congestion Control for SDN-Based Data Center Networks.
Proceedings of the 2019 International Symposium on Networks, Computers and Communications, 2019

2018
Deep Recurrent Neural Network for Intrusion Detection in SDN-based Networks.
Proceedings of the 4th IEEE Conference on Network Softwarization and Workshops, 2018

A New Paradigm to Build Scalable Packet-Switches for Data Center Networks.
Proceedings of the IEEE Global Communications Conference, 2018

2017
A scalable multi-stage packet-switch for data center networks.
J. Commun. Networks, 2017

A scalable packet-switch architecture based on OQ NoCs for data center networks.
Comput. Networks, 2017

Using timed automata and fuzzy logic for diagnosis of multiple faults in DES.
Proceedings of the International Conference on Control, Automation and Diagnosis, 2017

High-capacity clos-network switch for data center networks.
Proceedings of the IEEE International Conference on Communications, 2017

High-radix packet-switching architecture for Data Center Networks.
Proceedings of the 18th IEEE International Conference on High Performance Switching and Routing, 2017

2016
Deep learning approach for Network Intrusion Detection in Software Defined Networking.
Proceedings of the 2016 International Conference on Wireless Networks and Mobile Communications, 2016

A scalable packet-switch based on output-queued NoCs for data centre networks.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

Providing performance guarantees in data center network switching fabrics.
Proceedings of the 17th IEEE International Conference on High Performance Switching and Routing, 2016

A Clos-Network Switch Architecture Based on Partially-Buffered Crossbar Fabrics.
Proceedings of the 24th IEEE Annual Symposium on High-Performance Interconnects, 2016

Congestion-Aware Multistage Packet-Switch Architecture for Data Center Networks.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

Diagnosis of hybrid systems through Observers and Timed Automata.
Proceedings of the International Conference on Control, 2016

2015
Controlling TCP Incast congestion in data centre networks.
Proceedings of the IEEE International Conference on Communication, 2015

A Multi-Stage Packet-Switch Based on NoC Fabrics for Data Center Networks.
Proceedings of the 2015 IEEE Globecom Workshops, San Diego, CA, USA, December 6-10, 2015, 2015

M21TCP: Overcoming TCP incast congestion in data centres.
Proceedings of the 4th IEEE International Conference on Cloud Networking, 2015

2014
A survey on architectures and energy efficiency in Data Center Networks.
Comput. Commun., 2014

Efficient UDP-based congestion aware transport for data center traffic.
Proceedings of the 3rd IEEE International Conference on Cloud Networking, 2014

2013
Scheduling multicast traffic in partially buffered crossbar switches.
Proceedings of the 2013 IEEE Symposium on Computers and Communications, 2013

Multiple fault diagnosis using mathematical models.
Proceedings of the 9th Asian Control Conference, 2013

2012
Comparative analysis of soft and hard on-chip interconnects for field-programmable gate arrays.
IET Comput. Digit. Tech., 2012

Hardware design and implementation of a Network-on-Chip based load balancing switch fabric.
Proceedings of the 2012 International Conference on Reconfigurable Computing and FPGAs, 2012

2010
Performance Guarantees in Partially Buffered Crossbar Switches.
Proceedings of the Global Communications Conference, 2010

Buffered Crossbar Fabrics Based on Networks on Chip.
Proceedings of the 8th Annual Conference on Communication Networks and Services Research, 2010

2009
On the Integration of Unicast and Multicast Cell Scheduling in Buffered Crossbar Switches.
IEEE Trans. Parallel Distributed Syst., 2009

PBC: A Partially Buffered Crossbar Packet Switch.
IEEE Trans. Computers, 2009

Distributed parallel scheduling algorithms for high-speed virtual output queuing switches.
Proceedings of the 14th IEEE Symposium on Computers and Communications (ISCC 2009), 2009

Resource Discovery with Dynamic Matchmakers in Ad Hoc Grid.
Proceedings of the Fourth International Conference on Systems, 2009

Efficient Multicast Support in Buffered Crossbars using Networks on Chip.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

Internet-Router Buffered Crossbars Based on Networks on Chip.
Proceedings of the 12th Euromicro Conference on Digital System Design, 2009

2008
A Partially Buffered Crossbar packet switching architecture and its scheduling.
Proceedings of the 13th IEEE Symposium on Computers and Communications (ISCC 2008), 2008

2007
Efficient Multicast Support in High-Speed Packet Switches.
J. Networks, 2007

2006
High-performance switching based on buffered crossbar fabrics.
Comput. Networks, 2006

A reconfigurable hardware based embedded scheduler for buffered crossbar switches.
Proceedings of the ACM/SIGDA 14th International Symposium on Field Programmable Gate Arrays, 2006

2004
Scheduling multicast traffic in internally buffered crossbar switches.
Proceedings of IEEE International Conference on Communications, 2004

2003
MCBF: a high-performance scheduling algorithm for buffered crossbar switches.
IEEE Commun. Lett., 2003

Practical scheduling algorithms for high-performance packet switches.
Proceedings of IEEE International Conference on Communications, 2003

Output queued switch emulation by a one-cell-internally buffered crossbar switch.
Proceedings of the Global Telecommunications Conference, 2003


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