MG

Mahmoud Ghorbel

10
Documents

Publications

Publications

SnatchML: Hijacking ML Models Without Training Access

Mahmoud Ghorbel , Halima Bouzidi , Ioan Marius Bilasco , Ihsen Alouani
2025 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML), Apr 2025, Copenhagen, Denmark. pp.92-109, ⟨10.1109/SaTML64287.2025.00013⟩
Communication dans un congrès hal-05148276 v1
Image document

Machine Learning Vulnerabilities in 6G: Adversarial Attacks and Their Impact on Channel Gain Prediction and Resource Allocation in UC-CFmMIMO

Mahmoud Ghorbel , Selina Cheggour , Valeria Loscri , Youcef Imine , Hamza Ouarnoughi et al.
30th European Symposium on Research in Computer Security (ESORICS) 2025, Sep 2025, Toulouse, France
Communication dans un congrès hal-05127853 v1

Data Augmentation Based On Invariant Shape Blending For Deep Learning Classification

Emna Ghorbel , Mahmoud Ghorbel , Slim Mhiri
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2023, Rhodes Island, France. pp.1-5, ⟨10.1109/ICASSP49357.2023.10095278⟩
Communication dans un congrès hal-05146800 v1
Image document

Comparaison de classifieurs profonds par un critère basé densité de probabilité des taux d'erreurs

Mahmoud Ghorbel , Molka Troudi , Faouzi Ghorbel
Gretsi 2022, Sep 2022, Nancy, France
Communication dans un congrès hal-05146819 v1

Fusing Local and Global Features for Person Re-identification Using Multi-stream Deep Neural Networks

Mahmoud Ghorbel , Sourour Ammar , Yousri Kessentini , Mohamed Jmaiel , Ahmed Chaari
Pattern Recognition and Artificial Intelligence (MedPRAI 2020), Dec 2020, Hamamet, Tunisia, Tunisia. pp.73-85, ⟨10.1007/978-3-030-71804-6_6⟩
Communication dans un congrès hal-05146804 v1

Possibilistic Classifier Combination for Person Re-identification

Ilef Ben Slima , Sourour Ammar , Mahmoud Ghorbel , Yousri Kessentini
Pattern Recognition and Artificial Intelligence (MedPRAI 2020), Dec 2022, Hamamet, Tunisia, Tunisia. pp.98-111, ⟨10.1007/978-3-030-71804-6_8⟩
Communication dans un congrès hal-05146825 v1

Improving Person Re-identification by Background Subtraction Using Two-Stream Convolutional Networks

Mahmoud Ghorbel , Sourour Ammar , Yousri Kessentini , Mohamed Jmaiel
Image Analysis and Recognition (ICIAR 2019), Aug 2019, Waterloo, Canada. pp.345-356, ⟨10.1007/978-3-030-27202-9_31⟩
Communication dans un congrès hal-05146809 v1

Smart Farming: Automatic Detection and Classification of Olive Leaf Diseases

Imen Fourati Kallel , Mohamed Kallel , Mahmoud Ghorbel , Mohamed Ali Triki
Handbook of Research on AI Methods and Applications in Computer Engineering, IGI Global, pp.316-338, 2023, Advances in Computer and Electrical Engineering, ⟨10.4018/978-1-6684-6937-8.ch015⟩
Chapitre d'ouvrage hal-05146806 v1