Hichem Debbi

21 papers B 1C 2Misc 1Journal 11Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
CausGNN : A Causal-Based Explanation Framework for Graph Neural Networks.
Expert Syst. J. Knowl. Eng.
Hichem Debbi
2026 J jnl
FTL-TSLP: A federated transfer learning approach with a two-stage LSTM pipeline for fault-tolerant and privacy-preserving intrusion detection in IoMT networks.
Internet Things
Abdelhammid Bouazza, Hichem Debbi, Hicham Lakhlef
2025 — conf
Ensuring IoT System Fault Tolerance Using Deep Learning and Multi-Criteria Decision Analysis.
AINA (3)
Abdelhammid Bouazza, Hichem Debbi, Hicham Lakhlef
2024 J jnl
CausAdv: A Causal-based Framework for Detecting Adversarial Examples.
CoRR
Hichem Debbi
2024 — conf
Causal Explanation of Graph Neural Networks.
IDEAL (1)
Hichem Debbi
2023 Misc conf
An Efficient Hierarchical LSTM-based Framework for Intrusion Detection in Internet of Things (IoT) Systems.
SoftCOM
Abdelhammid Bouazza, Hichem Debbi, Hicham Lakhlef, Abdelkarim Smaili
2023 — conf
CauSim: A Causal Learning Framework for Fine-Grained Image Similarity.
IWANN (2)
Hichem Debbi
2023 J jnl
Constraint-based debugging in probabilistic model checking.
Computing
Hichem Debbi
2023 J jnl
Explaining Query Answers in Probabilistic Databases.
Int. J. Interact. Multim. Artif. Intell.
Hichem Debbi
2022 J jnl
A Debugging Game for Probabilistic Models.
Formal Aspects Comput.
Hichem Debbi
2022 — conf
Machine Learning-based Intrusion Detection System Against Routing Attacks in the Internet of Things.
TACC
Abdelhammid Bouazza, Hichem Debbi, Hicham Lakhlef
2022 J jnl
Modeling and Analysis of Probabilistic Real-time Systems through Integrating Event-B and Probabilistic Model Checking.
Comput. Sci.
Hichem Debbi
2021 — conf
Causal Explanation of Convolutional Neural Networks.
ECML/PKDD (2)
Hichem Debbi
2021 J jnl
Modeling and Performance Analysis of Resource Provisioning in Cloud Computing using Probabilistic Model Checking.
Informatica (Slovenia)
Hichem Debbi
2018 J jnl
Counterexamples in Model Checking - A survey.
Informatica (Slovenia)
Hichem Debbi
2017 B conf
Modeling and Formal Analysis of Probabilistic Complex Event Processing (CEP) Applications.
ECMFA
Hichem Debbi
2016 — conf
Debugging of Markov Decision Processes (MDPs) Models.
CREST
Hichem Debbi
2016 J jnl
Debugging of probabilistic systems using structural equation modelling.
Int. J. Crit. Comput. Based Syst.
Hichem Debbi, Aimad Debbi, Mustapha Bourahla
2014 C conf
Diagnosis of Probabilistic Models using Causality and Regression.
VECoS
Hichem Debbi
2013 C conf
Causal analysis of probabilistic counterexamples.
MEMOCODE
Hichem Debbi, Mustapha Bourahla
2013 J jnl
Generating Diagnoses for Probabilistic Model Checking Using Causality.
J. Comput. Inf. Technol.
Hichem Debbi, Mustapha Bourahla