Ph.D. in Ingegneria Informatica E Dei Sistemi , 37th cycle (2021-2024)
Ph.D. obtained in 2025
Dissertation:
Latent Space Dynamics and Security Implications in Machine Learning for Industrial Systems (Abstract)
Tutors:
Tania Cerquitelli
Research presentation:
PosterProfile
Research topic
Latent Space Dynamics and Security Implications in Machine Learning for Industrial Systems
Research interests
Publications
Works published during the Ph.D. View all publications in Porto@Iris
- Almhaithawi, Doaa; Bellini, Alessandro; Chasparis, Georgios C.; Cerquitelli, Tania (2025)
Investigating the Potential of Latent Space for the Classification of Paint Defects. In: JOURNAL OF IMAGING, vol. 11. ISSN 2313-433X
Contributo su Rivista - Almhaithawi, Doaa (2025)
Latent Space Dynamics and Security Implications in Machine Learning for Industrial Systems. relatore: CERQUITELLI, TANIA; , 37. XXXVII Ciclo, P.: 117
Doctoral Thesis - Almhaithawi, Doaa; Bellini, Alessandro; Cerquitelli, Tania (2024)
Toward Unbiased High-Quality Portraits through Latent-Space Evaluation. In: JOURNAL OF IMAGING, vol. 10. ISSN 2313-433X
Contributo su Rivista - Almhaithawi, Doaa; Bellini, Alessandro (2024)
Defect Detection In Vehicle Painting: Case Study. In: European Safety and Reliability Conference (ESREL 2024), Cracow (POL), 23 -37 June 2024, pp. 169-170. ISBN: 978-83-68136-10-4
Contributo in Atti di Convegno (Proceeding) - Almhaithawi, Doaa; Bertini, Massimo; Cuomo, Stefano; Panelli, Francesco; Bellini, ... (2023)
On the Construction of Numerical Models through a Prime Convolutional Approach. In: European Safety and Reliability Conference (ESREL 2023), Southampton (UK), 3 -7 September 2023, pp. 2821-2829. ISBN: 978-981-18-8071-1
Contributo in Atti di Convegno (Proceeding) - Bellini, Alessandro; Bellini, Emanuele; Bertini, Massimo; Almhaithawi, Doaa; Cuomo, ... (2023)
Multi-party Computation for Privacy and Security in Machine Learning: a Practical Review. In: 2023 IEEE International Conference on Cyber Security and Resilience (CSR), Venice (Italy), 31 July 2023 - 02 August 2023, pp. 174-179. ISBN: 979-8-3503-1170-9
Contributo in Atti di Convegno (Proceeding) - Almhaithawi, Doaa; Bellini, Alessandro; Cuomo, Stefano (2022)
Exploring Latent Space Using a Non-linear Dimensionality Reduction Algorithm for Style Transfer Application. In: 26th European Conference on Advances in Databases and Information Systems 2022, Turin (IT), September 5–8, 2022, pp. 277-286. ISSN 1865-0929. ISBN: 9783031157424
Contributo in Atti di Convegno (Proceeding)