Houda Jmila

According to our database, Houda Jmila authored at least 19 papers between 2014 and 2024.

Collaborative distances:

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

2024

XAI-driven Adversarial Attacks on Network Intrusion Detectors.

Satoshi Okada, Houda Jmila, Kunio Akashi, Takuho Mitsunaga, Yuji Sekiya, Hideki Takase, Gregory Blanc, Hiroshi Nakamura

Proceedings of the European Interdisciplinary Cybersecurity Conference, 2024

Demo: Towards Reproducible Evaluations of ML-Based IDS Using Data-Driven Approaches.

Solayman Ayoubi, Sébastien Tixeuil, Gregory Blanc, Houda Jmila

Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, 2024

SoK: Federated Learning based Network Intrusion Detection in 5G: Context, State of the Art and Challenges.

Sara Chennoufi, Gregory Blanc, Houda Jmila, Christophe Kiennert

Proceedings of the 19th International Conference on Availability, Reliability and Security, 2024

2022

Adversarial machine learning for network intrusion detection: A comparative study.

Houda Jmila, Mohamed Ibn Khedher

Comput. Networks, 2022

Explainable artificial intelligence for cybersecurity: a literature survey.

Fabien Charmet, Harry Chandra Tanuwidjaja, Solayman Ayoubi, Pierre-François Gimenez, Yufei Han, Houda Jmila, Gregory Blanc, Takeshi Takahashi, Zonghua Zhang

Ann. des Télécommunications, 2022

A Survey of Smart Home IoT Device Classification Using Machine Learning-Based Network Traffic Analysis.

Houda Jmila, Gregory Blanc, Mustafizur R. Shahid, Marwan Lazrag

IEEE Access, 2022

Data-Driven Evaluation of Intrusion Detectors: A Methodological Framework.

Solayman Ayoubi, Gregory Blanc, Houda Jmila, Thomas Silverston, Sébastien Tixeuil

Proceedings of the Foundations and Practice of Security - 15th International Symposium, 2022

2021

Towards security-Aware 5G slice embedding.

Houda Jmila, Gregory Blanc

Comput. Secur., 2021

2020

Automatic processing of Historical Arabic Documents: A comprehensive Survey.

Mohamed Ibn Khedher, Houda Jmila, Mounim A. El-Yacoubi

Pattern Recognit., 2020

Solving security constraints for 5G slice embedding: A proof-of-concept.

François Boutigny, Stéphane Betgé-Brezetz, Gregory Blanc, Antoine Lavignotte, Hervé Debar, Houda Jmila

Comput. Secur., 2020

Generative Deep Learning for Internet of Things Network Traffic Generation.

Mustafizur R. Shahid, Gregory Blanc, Houda Jmila, Zonghua Zhang, Hervé Debar

Proceedings of the 25th IEEE Pacific Rim International Symposium on Dependable Computing, 2020

2019

Siamese Network Based Feature Learning for Improved Intrusion Detection.

Houda Jmila, Mohamed Ibn Khedher, Gregory Blanc, Mounim A. El-Yacoubi

Proceedings of the Neural Information Processing - 26th International Conference, 2019

Designing Security-Aware Service Requests for NFV-Enabled Networks.

Houda Jmila, Gregory Blanc

Proceedings of the 28th International Conference on Computer Communication and Networks, 2019

2018

Fusion of Interest Point/Image based descriptors for efficient person re-identification.

Mohamed Ibn Khedher, Houda Jmila, Mounim A. El-Yacoubi

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017

Estimating VNF Resource Requirements Using Machine Learning Techniques.

Houda Jmila, Mohamed Ibn Khedher, Mounim A. El-Yacoubi

Proceedings of the Neural Information Processing - 24th International Conference, 2017

2016

A self-stabilizing framework for dynamic bandwidth allocation in virtual networks.

Houda Jmila, Kaouther Drira, Djamal Zeghlache

Proceedings of the 2016 IEEE/IFIP Network Operations and Management Symposium, 2016

2015

Dynamic resource allocation and management in virtual networks and Clouds. (Gestion et allocation dynamique des ressources dans les réseaux virtuels et Clouds).

Houda Jmila

PhD thesis, 2015

An adaptive load balancing scheme for evolving virtual networks.

Houda Jmila, Djamal Zeghlache

Proceedings of the 12th Annual IEEE Consumer Communications and Networking Conference, 2015

2014

RSforEVN: Node reallocation algorithm for virtual networks adaptation.

Houda Jmila, Ines Houidi, Djamal Zeghlache

Proceedings of the IEEE Symposium on Computers and Communications, 2014