Department
Informatics Department
Research Interests
Contact Info
University of M'Sila, Algeria
On the Web:
Recent Publications
FTL-TSLP A federated transfer learning approach with a two-stage LSTM pipeline for fault-tolerant and privacy-preserving intrusion detection in IoMT networks
Citation
M. DEBBI Hichem, (2025-12-25), "FTL-TSLP A federated transfer learning approach with a two-stage LSTM pipeline for fault-tolerant and privacy-preserving intrusion detection in IoMT networks", [national] Internet of Things , Elsevier
Ensuring IoT System Fault Tolerance Using Deep Learning and Multi-Criteria Decision Analysis
Citation
M. DEBBI Hichem, (2025-04-08), "Ensuring IoT System Fault Tolerance Using Deep Learning and Multi-Criteria Decision Analysis", [international] AINA , Valencia, Spain
CAUSAL EXPLANATION OF GRAPH NEURAL NETWORKS
Citation
M. DEBBI Hichem, (2024-11-20), "CAUSAL EXPLANATION OF GRAPH NEURAL NETWORKS", [international] IDEAL , Valencia, Spain
Explaining Query Answers in Probabilistic Databases
Citation
M. DEBBI Hichem, (2023-12-01), "Explaining Query Answers in Probabilistic Databases", [national] INTERNA TIONAL JOURNAL OF INTERAC TIVE MULTIME DIA AND ARTIFICI AL INTELLIG ENCE , IJIAMI
An Efficient Hierarchical LSTM-based Framework for Intrusion Detection in Internet of Things (IoT) Systems
Citation
M. DEBBI Hichem, (2023-09-21), "An Efficient Hierarchical LSTM-based Framework for Intrusion Detection in Internet of Things (IoT) Systems", [international] SOFTCOM , Croiatia
CauSim: A Causal Learning Framework for Fine-grained Image Similarity
Citation
M. DEBBI Hichem, (2023-06-19), "CauSim: A Causal Learning Framework for Fine-grained Image Similarity", [international] IWAN 2023 , Portugal
Constraint-based debugging in probabilistic model checking
Citation
M. DEBBI Hichem, (2023), "Constraint-based debugging in probabilistic model checking", [national] Computing , Springer
Modeling and Performance Analysis of Resource Provisioning in Cloud Computing using Probabilistic Model Checking
Citation
M. DEBBI Hichem, (2022), "Modeling and Performance Analysis of Resource Provisioning in Cloud Computing using Probabilistic Model Checking", [national] Informatica , Informatica
A Debugging Game for Probabilistic Models
Citation
M. DEBBI Hichem, (2022), "A Debugging Game for Probabilistic Models", [national] Formal Aspects of Computing , ACM
Modeling and Analysis of Probabilistic Real-time Systems through Integrating Event-B and Probabilistic Model Checking
Citation
M. DEBBI Hichem, (2022), "Modeling and Analysis of Probabilistic Real-time Systems through Integrating Event-B and Probabilistic Model Checking", [national] Computer Science , Poland
Machine Learning-based Intrusion Detection System Against Routing Attacks in the Internet of Things
Citation
M. DEBBI Hichem, (2022), "Machine Learning-based Intrusion Detection System Against Routing Attacks in the Internet of Things", [international] TACC , Algeria
Residual Attention Network:A new baseline model for visual question answering
Citation
M. DEBBI Hichem, (2022), "Residual Attention Network:A new baseline model for visual question answering", [international] ISIA , M'sila
2022 5th International Symposium on Informatics and its Applications (ISIA)
Citation
M. DEBBI Hichem, (2022), "2022 5th International Symposium on Informatics and its Applications (ISIA)", [international] Residual Attention Network:A new baseline model for visual question answering , Mohamed Boudiaf University of M'sila , M’sila, Algeria
Causal Explanation of Convolutional Neural Networks
Citation
M. DEBBI Hichem, (2020), "Causal Explanation of Convolutional Neural Networks", [national] ECML-PKDD , Spain
Counterexamples in Model Checking - A survey
Citation
M. DEBBI Hichem, (2018), "Counterexamples in Model Checking - A survey", [national] Informatica , Informatica
Modeling and Formal Analysis of Probabilistic Complex Event Processing (CEP) Applications
Citation
M. DEBBI Hichem, (2017), "Modeling and Formal Analysis of Probabilistic Complex Event Processing (CEP) Applications", [international] European Conference on Modelling Foundations and Applications , Marburg, Germany
Debugging of probabilistic systems using structural equation modelling
Citation
M. DEBBI Hichem, (2017), "Debugging of probabilistic systems using structural equation modelling", [national] International Journal of Critical Computer-Based Systems , INDERSCIENCE