Chamseddine Talhi

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 57

Top Topics

Intrusion Detection

Discriminative Classifiers

Top Venues

Comput. Electr. Eng.

IEEE Internet Things J.

Publications

Chengqi Li, Sarah Simionescu, Wenbo He, Sanzheng Qiao, Nadjia Kara, Chamseddine Talhi
Utility-Preserving Face Anonymization via Differentially Private Feature Operations. INFOCOM (2024)
Rasel Chowdhury, Chamseddine Talhi, Hakima Ould-Slimane, Azzam Mourad
Proactive and Intelligent Monitoring and Orchestration of Cloud-Native IP Multimedia Subsystem. IEEE Open J. Commun. Soc. 5 (2024)
Michael Duchesne, Kaiwen Zhang, Chamseddine Talhi
MultiConfederated Learning: Inclusive Non-IID Data handling with Decentralized Federated Learning. CoRR (2024)
Mohamad Wazzeh, Mohamad Arafeh, Hani Sami, Hakima Ould-Slimane, Chamseddine Talhi, Azzam Mourad, Hadi Otrok
CRSFL: Cluster-based Resource-aware Split Federated Learning for Continuous Authentication. CoRR (2024)
Mohammad Bany Taha, Chamseddine Talhi, Hakima Ould-Slimane, Saed Alrabaee, Kim-Kwang Raymond Choo
A Multi-Objective Approach Based on Differential Evolution and Deep Learning Algorithms for VANETs. IEEE Trans. Veh. Technol. 72 (3) (2023)
Mohamad Wazzeh, Hakima Ould-Slimane, Chamseddine Talhi, Azzam Mourad, Mohsen Guizani
Privacy-Preserving Continuous Authentication for Mobile and IoT Systems Using Warmup-Based Federated Learning. IEEE Netw. 37 (3) (2023)
Azzam Mourad, Hadi Otrok, Ernesto Damiani, Mérouane Debbah, Nadra Guizani, Shiqiang Wang, Guangjie Han, Rabeb Mizouni, Jamal Bentahar, Chamseddine Talhi
Guest Editorial: Special Section on the Latest Developments in Federated Learning for the Management of Networked Systems and Resources. IEEE Trans. Netw. Serv. Manag. 20 (2) (2023)
Aida Meftah, Tri Nhu Do, Georges Kaddoum, Chamseddine Talhi, Satinder Singh
Federated Learning-Enabled Jamming Detection and Waveform Classification for Distributed Tactical Wireless Networks. IEEE Trans. Netw. Serv. Manag. 20 (4) (2023)
Mohamad Arafeh, Hadi Otrok, Hakima Ould-Slimane, Azzam Mourad, Chamseddine Talhi, Ernesto Damiani
ModularFed: Leveraging modularity in federated learning frameworks. Internet Things 22 (2023)
Mohamad Arafeh, Hakima Ould-Slimane, Hadi Otrok, Azzam Mourad, Chamseddine Talhi, Ernesto Damiani
Data independent warmup scheme for non-IID federated learning. Inf. Sci. 623 (2023)
Sawsan Abdul Rahman, Hakima Ould-Slimane, Rasel Chowdhury, Azzam Mourad, Chamseddine Talhi, Mohsen Guizani
Adaptive Upgrade of Client Resources for Improving the Quality of Federated Learning Model. IEEE Internet Things J. 10 (5) (2023)
Hani Sami, Ahmad Hammoud, Mohamad Arafeh, Mohamad Wazzeh, Sarhad Arisdakessian, Mario Chahoud, Osama Wehbi, Mohamad Ajaj, Azzam Mourad, Hadi Otrok, Omar Abdel Wahab, Rabeb Mizouni, Jamal Bentahar, Chamseddine Talhi, Zbigniew Dziong, Ernesto Damiani, Mohsen Guizani
The Metaverse: Survey, Trends, Novel Pipeline Ecosystem & Future Directions. CoRR (2023)
Aida Meftah, Georges Kaddoum, Tri Nhu Do, Chamseddine Talhi
Federated Learning-Based Jamming Detection for Tactical Terrestrial and Non-Terrestrial Networks. GLOBECOM (2023)
Saad Inshi, Rasel Chowdhury, Hakima Ould-Slimane, Chamseddine Talhi
Dynamic Context-Aware Security in a Tactical Network Using Attribute-Based Encryption. MILCOM (2022)
Ashraf A. Tahat, Azmi Al-Zaben, Lubna Saad El-Deen, Sara Abbad, Chamseddine Talhi
An Evaluation of Machine Learning Algorithms in an Experimental Structural Health Monitoring System Incorporating LoRa IoT Connectivity. I2MTC (2022)
Yahya Shahsavari, Kaiwen Zhang, Chamseddine Talhi
A Theoretical Model for Block Propagation Analysis in Bitcoin Network. IEEE Trans. Engineering Management 69 (4) (2022)
Mohamad Arafeh, Hadi Otrok, Hakima Ould-Slimane, Azzam Mourad, Chamseddine Talhi, Ernesto Damiani
ModularFed: Leveraging Modularity in Federated Learning Frameworks. CoRR (2022)
Yahya Shahsavari, Kaiwen Zhang, Chamseddine Talhi
Performance Modeling and Analysis of Hotstuff for Blockchain Consensus. BCCA (2022)
Mohamed Yassin, Hakima Ould-Slimane, Chamseddine Talhi, Hanifa Boucheneb
Multi-Tenant Intrusion Detection Framework as a Service for SaaS. IEEE Trans. Serv. Comput. 15 (5) (2022)
Aida Meftah, Georges Kaddoum, Tri Nhu Do, Chamseddine Talhi
Federated Learning-Based Jamming Detection for Distributed Tactical Wireless Networks. MILCOM (2022)
Mohamad Wazzeh, Hakima Ould-Slimane, Chamseddine Talhi, Azzam Mourad, Mohsen Guizani
Warmup and Transfer Knowledge-Based Federated Learning Approach for IoT Continuous Authentication. CoRR (2022)
Yahya Shahsavari, Kaiwen Zhang, Chamseddine Talhi
Toward Quantifying Decentralization of Blockchain Networks With Relay Nodes. Frontiers Blockchain 5 (2022)
Ahmad A. Al-Daraiseh, Rasel Chowdhury, Hakima Ould-Slimane, Chamseddine Talhi, Mohammad Bany Taha
Lightweight Scheme for Smart Home Environments using Offloading Technique. Int. J. Commun. Networks Inf. Secur. 14 (1) (2022)
Zakeya Namrud, Sègla Kpodjedo, Chamseddine Talhi, Alvine Boaye Belle
Probing AndroVul dataset for studies on Android malware classification. J. King Saud Univ. Comput. Inf. Sci. 34 (9) (2022)
Zakeya Namrud, Sègla Kpodjedo, Ahmed Bali, Chamseddine Talhi
Deep-Layer Clustering to Identify Permission Usage Patterns of Android App Categories. IEEE Access 10 (2022)
Omar Tahmi, Chamseddine Talhi, Yacine Challal
Two-Layer Architecture for Signature-Based Attacks Detection over Encrypted Network Traffic. FPS (2022)
Mohammad Bany Taha, Chamseddine Talhi, Hakima Ould-Slimane, Saed Alrabaee
TD-PSO: Task distribution approach based on particle swarm optimization for vehicular ad hoc network. Trans. Emerg. Telecommun. Technol. 33 (3) (2022)
Mohamad Arafeh, Ahmad Hammoud, Hadi Otrok, Azzam Mourad, Chamseddine Talhi, Zbigniew Dziong
Independent and Identically Distributed (IID) Data Assessment in Federated Learning. GLOBECOM (2022)
Hossein Abbasi, Naser Ezzati-Jivan, Martine Bellaïche, Chamseddine Talhi, Michel R. Dagenais
The Use of Anomaly Detection for the Detection of Different Types of DDoS Attacks in Cloud Environment. J. Hardw. Syst. Secur. 5 (3) (2021)
Sawsan Abdul Rahman, Hanine Tout, Hakima Ould-Slimane, Azzam Mourad, Chamseddine Talhi, Mohsen Guizani
A Survey on Federated Learning: The Journey From Centralized to Distributed On-Site Learning and Beyond. IEEE Internet Things J. 8 (7) (2021)
Mohamed Ali Ayed, Chamseddine Talhi
Federated Learning for Anomaly-Based Intrusion Detection. ISNCC (2021)
Hanine Tout, Azzam Mourad, Nadjia Kara, Chamseddine Talhi
Multi-Persona Mobility: Joint Cost-Effective and Resource-Aware Mobile-Edge Computation Offloading. IEEE/ACM Trans. Netw. 29 (3) (2021)
Sawsan Abdul Rahman, Hanine Tout, Azzam Mourad, Chamseddine Talhi
FedMCCS: Multicriteria Client Selection Model for Optimal IoT Federated Learning. IEEE Internet Things J. 8 (6) (2021)
Simon Huneault-Leblanc, Chamseddine Talhi
P-Code Based Classification to Detect Malicious VBA Macro. ISNCC (2020)
Sawsan Abdul Rahman, Hanine Tout, Chamseddine Talhi, Azzam Mourad
Internet of Things intrusion Detection: Centralized, On-Device, or Federated Learning? IEEE Netw. 34 (6) (2020)
Saad Inshi, Rasel Chowdhury, Mahdi Elarbi, Hakima Ould-Slimane, Chamseddine Talhi
LCA-ABE: Lightweight Context-Aware Encryption for Android Applications. ISNCC (2020)
Rasel Chowdhury, Chamseddine Talhi, Hakima Ould-Slimane, Azzam Mourad
A Framework for Automated Monitoring and Orchestration of Cloud-Native applications. ISNCC (2020)
Wiem Badreddine, Kaiwen Zhang, Chamseddine Talhi
Monetization using Blockchains for IoT Data Marketplace. IEEE ICBC (2020)
Hanine Tout, Chamseddine Talhi, Nadjia Kara, Azzam Mourad
Selective Mobile Cloud Offloading to Augment Multi-Persona Performance and Viability. IEEE Trans. Cloud Comput. 7 (2) (2019)
Zakeya Namrud, Sègla Kpodjedo, Chamseddine Talhi
AndroVul: a repository for Android security vulnerabilities. CASCON (2019)
Hanine Tout, Nadjia Kara, Chamseddine Talhi, Azzam Mourad
Proactive machine learning-based solution for advanced manageability of multi-persona mobile computing. Comput. Electr. Eng. 80 (2019)
Toufic Dbouk, Azzam Mourad, Hadi Otrok, Hanine Tout, Chamseddine Talhi
A Novel Ad-Hoc Mobile Edge Cloud Offering Security Services Through Intelligent Resource-Aware Offloading. IEEE Trans. Netw. Serv. Manag. 16 (4) (2019)
Yahya Shahsavari, Kaiwen Zhang, Chamseddine Talhi
A Theoretical Model for Fork Analysis in the Bitcoin Network. Blockchain (2019)
Mohamed Yassin, Chamseddine Talhi, Hanifa Boucheneb
ITADP: An inter-tenant attack detection and prevention framework for multi-tenant SaaS. J. Inf. Secur. Appl. 49 (2019)
Yahya Shahsavari, Kaiwen Zhang, Chamseddine Talhi
Performance Modeling and Analysis of the Bitcoin Inventory Protocol. DAPPCON (2019)
Hossein Abbasi, Naser Ezzati-Jivan, Martine Bellaïche, Chamseddine Talhi, Michel R. Dagenais
Machine Learning-Based EDoS Attack Detection Technique Using Execution Trace Analysis. J. Hardw. Syst. Secur. 3 (2) (2019)
Wael Khreich, Syed Shariyar Murtaza, Abdelwahab Hamou-Lhadj, Chamseddine Talhi
Combining heterogeneous anomaly detectors for improved software security. J. Syst. Softw. 137 (2018)
Mohamed Hawedi, Chamseddine Talhi, Hanifa Boucheneb
Multi-tenant intrusion detection system for public cloud (MTIDS). J. Supercomput. 74 (10) (2018)
Mohamed Hawedi, Chamseddine Talhi, Hanifa Boucheneb
Security as a Service for Public Cloud Tenants(SaaS). ANT/SEIT (2018)
Hanine Tout, Chamseddine Talhi, Nadjia Kara, Azzam Mourad
Smart mobile computation offloading: Centralized selective and multi-objective approach. Expert Syst. Appl. 80 (2017)
Rasel Chowdhury, Hakima Ould-Slimane, Chamseddine Talhi, Mohamed Cheriet
Attribute-Based Encryption for Preserving Smart Home Data Privacy. ICOST (2017)
Mohamed Yassin, Hakima Ould-Slimane, Chamseddine Talhi, Hanifa Boucheneb
SQLIIDaaS: A SQL Injection Intrusion Detection Framework as a Service for SaaS Providers. CSCloud (2017)
Wael Khreich, Babak Khosravifar, Abdelwahab Hamou-Lhadj, Chamseddine Talhi
An anomaly detection system based on variable N-gram features and one-class SVM. Inf. Softw. Technol. 91 (2017)
Abderrahmane Ledjiar, Emmanuel Sampin, Chamseddine Talhi, Mohamed Cheriet
Network Function Virtualization as a Service for multi-tenant software defined networks. SDS (2017)
Azzam Mourad, Hanine Tout, Chamseddine Talhi, Hadi Otrok, Hamdi Yahyaoui
From model-driven specification to design-level set-based analysis of XACML policies. Comput. Electr. Eng. 52 (2016)
Toufic Dbouk, Azzam Mourad, Hadi Otrok, Chamseddine Talhi
Towards ad-hoc cloud based approach for mobile intrusion detection. WiMob (2016)
Abdelfattah Amamra, Jean-Marc Robert, Andrien Abraham, Chamseddine Talhi
Generative versus discriminative classifiers for android anomaly-based detection system using system calls filtering and abstraction process. Secur. Commun. Networks 9 (16) (2016)
Abdelfattah Amamra, Jean-Marc Robert, Chamseddine Talhi
Enhancing malware detection for Android systems using a system call filtering and abstraction process. Secur. Commun. Networks 8 (7) (2015)
Maroua Ben Attia, Chamseddine Talhi, Abdelwahab Hamou-Lhadj, Babak Khosravifar, Vincent Turpaud, Mario Couture
On-device anomaly detection for resource-limited systems. SAC (2015)
Hanine Tout, Chamseddine Talhi, Nadjia Kara, Azzam Mourad
Towards an offloading approach that augments multi-persona performance and viability. CCNC (2015)
Hanine Tout, Azzam Mourad, Chamseddine Talhi, Hadi Otrok
AOMD approach for context-adaptable and conflict-free Web services composition. Comput. Electr. Eng. 44 (2015)
Mohamed Ali El-Serngawy, Chamseddine Talhi
CaptureMe: Attacking the User Credential in Mobile Banking Applications. TrustCom/BigDataSE/ISPA (1) (2015)
Mohamed Fekih Ahmed, Chamseddine Talhi, Mohamed Cheriet
Towards flexible, scalable and autonomic virtual tenant slices. IM (2015)
Manel Abdellatif, Chamseddine Talhi, Abdelwahab Hamou-Lhadj, Michel Dagenais
On the Use of Mobile GPU for Accelerating Malware Detection Using Trace Analysis. SRDS Workshop (2015)
Alireza Shameli Sendi, Yosr Jarraya, Mohamed Fekih Ahmed, Makan Pourzandi, Chamseddine Talhi, Mohamed Cheriet
Optimal placement of sequentially ordered virtual security appliances in the cloud. IM (2015)
Mohamed Fekih Ahmed, Chamseddine Talhi, Makan Pourzandi, Mohamed Cheriet
A Software-Defined Scalable and Autonomous Architecture for Multi-tenancy. IC2E (2014)
Mohamed Ali El-Serngawy, Chamseddine Talhi
Securing Business Data on Android Smartphones. MobiWIS (2014)
Abdelfattah Amamra, Chamseddine Talhi, Jean-Marc Robert
Impact of Dataset Representation on Smartphone Malware Detection Performance. IFIPTM (2013)
Abdelfattah Amamra, Chamseddine Talhi, Jean-Marc Robert
Performance Evaluation of Multi-pattern Matching Algorithms on Smartphone. BWCCA (2012)
Hanine Tout, Azzam Mourad, Hamdi Yahyaoui, Chamseddine Talhi, Hadi Otrok
Towards a BPEL model-driven approach for Web services security. PST (2012)
Abdelfattah Amamra, Chamseddine Talhi, Jean-Marc Robert
Smartphone malware detection: From a survey towards taxonomy. MALWARE (2012)
Djedjiga Mouheb, Chamseddine Talhi, Mariam Nouh, Vitor Lima, Mourad Debbabi, Lingyu Wang, Makan Pourzandi
Aspect-Oriented Modeling for Representing and Integrating Security Concerns in UML. SERA (selected papers) (2010)
Vitor Lima, Chamseddine Talhi, Djedjiga Mouheb, Mourad Debbabi, Lingyu Wang, Makan Pourzandi
Formal Verification and Validation of UML 2.0 Sequence Diagrams using Source and Destination of Messages. Electron. Notes Theor. Comput. Sci. 254 (2009)
Djedjiga Mouheb, Chamseddine Talhi, Vitor Lima, Mourad Debbabi, Lingyu Wang, Makan Pourzandi
Weaving security aspects into UML 2.0 design models. AOM@AOSD (2009)
Djedjiga Mouheb, Chamseddine Talhi, Azzam Mourad, Vitor Lima, Mourad Debbabi, Lingyu Wang, Makan Pourzandi
An Aspect-Oriented Approach for Software Security Hardening: from Design to Implementation. SoMeT (2009)
Chamseddine Talhi, Djedjiga Mouheb, Vitor Lima, Mourad Debbabi, Lingyu Wang, Makan Pourzandi
Usability of Security Specification Approaches for UML Design: A Survey. J. Object Technol. 8 (6) (2009)
Seyed Mahmood Hejazi, Chamseddine Talhi, Mourad Debbabi
Extraction of forensically sensitive information from windows physical memory. Digit. Investig. 6 (Supplement) (2009)
Chamseddine Talhi, Nadia Tawbi, Mourad Debbabi
Execution monitoring enforcement under memory-limitation constraints. Inf. Comput. 206 (2-4) (2008)
Seyed Mahmood Hejazi, Mourad Debbabi, Chamseddine Talhi
Automated Windows Memory File Extraction for Cyber Forensics Investigation. J. Digit. Forensic Pract. 2 (3) (2008)
Mourad Debbabi, Mohamed Saleh, Chamseddine Talhi, Sami Zhioua
Common Criteria Approach to J2ME CLDC Security Requirements. SoMeT (2006)
Chamseddine Talhi, Nadia Tawbi, Mourad Debbabi
Execution monitoring enforcement for limited-memory systems. PST (2006)
Mourad Debbabi, Mohamed Saleh, Chamseddine Talhi, Sami Zhioua
Security Evaluation of J2ME CLDC Embedded Java Platform. J. Object Technol. 5 (2) (2006)
Mourad Debbabi, Abdelouahed Gherbi, Lamia Ketari, Chamseddine Talhi, Hamdi Yahyaoui, Sami Zhioua, Nadia Tawbi
E-Bunny: A Dynamic Compiler for Embedded Java Virtual Machines. J. Object Technol. 4 (1) (2005)
Mourad Debbabi, Azzam Mourad, Chamseddine Talhi, Hamdi Yahyaoui
Accelerating embedded Java for mobile devices. IEEE Commun. Mag. 43 (9) (2005)
Mourad Debbabi, Mohamed Saleh, Chamseddine Talhi, Sami Zhioua
Security Analysis of Mobile Java. DEXA Workshops (2005)
Mourad Debbabi, Mohamed Saleh, Chamseddine Talhi, Sami Zhioua
Security Analysis of Wireless Java. PST (2005)
Mourad Debbabi, Mohamed Saleh, Chamseddine Talhi, Sami Zhioua
Java for Mobile Devices: A Security Study. ACSAC (2005)
Mourad Debbabi, Abdelouahed Gherbi, Lamia Ketari, Chamseddine Talhi, Nadia Tawbi, Hamdi Yahyaoui, Sami Zhioua
A dynamic compiler for embedded Java virtual machines. PPPJ (2004)
Mourad Debbabi, Abdelouahed Gherbi, Lamia Ketari, Chamseddine Talhi, Hamdi Yahyaoui, Sami Zhioua
a synergy between efficient interpretation and fast selective dynamic compilation for the acceleration of embedded Java virtual machines. PPPJ (2004)