Doaa Almhaithawi

Thesis title

Latent Space Dynamics and Security Implications in Machine Learning for Industrial Systems

Research topic

Latent Space Dynamics and Security Implications in Machine Learning for Industrial Systems

Tutors

• Tania Cerquitelli

Research presentation

Poster

• 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; 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; 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
• 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; 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)