selected publications

• academic article

  • The Promise of Applying Machine Learning Techniques to Network Function Virtualization.  International Journal of Network Dynamics and Intelligence.  100020-100020. 2024
  • On the Formal Evaluation of the Robustness of Neural Networks and Its Pivotal Relevance for AI-Based Safety-Critical Domains.  International Journal of Network Dynamics and Intelligence.  100018-100018. 2023
  • Abstract Layer for LeakyReLU for Neural Network Verification Based on Abstract Interpretation.  IEEE Access.  11:33401-33413. 2023
  • Adversarial machine learning for network intrusion detection: A comparative study.  Computer Networks.  214:109073-109073. 2022

• chapter

  • Siamese Network Based Feature Learning for Improved Intrusion Detection.  Lecture notes in computer science. 377-389. 2019
  • Local Sparse Representation Based Interest Point Matching for Person Re-identification.  Lecture notes in computer science. 241-250. 2015
  • Two-Stage Filtering Scheme for Sparse Representation Based Interest Point Matching for Person Re-identification.  Lecture notes in computer science. 345-356. 2015

• conference paper

  • Assessing the Interpretability of Machine Learning Models in Early Detection of Alzheimer's Disease.  . 1-6. 2024
  • Exploring the Efficacy of Text Embeddings in Early Dementia Diagnosis from Speech.  . 1-6. 2024
  • Improving Alzheimer's Diagnosis Using Vision Transformers and Transfer Learning.  . 1-6. 2024
  • PredictStr: A Balanced Benchmark Dataset for Improve Stroke Prediction.  . 1-6. 2024
  • Abstract interpretation for neural networks verification.  HAL (Le Centre pour la Communication Scientifique Directe). 2020
  • Fusion of Interest Point/Image based descriptors for efficient person re-identification.  2022 International Joint Conference on Neural Networks (IJCNN). 1-7. 2018
  • HUMAN ACTION RECOGNITION USING CONTINUOUS HMMS AND HOG/HOF SILHOUETTE REPRESENTATION.  . 2012