Doaa Almhaithawi

Titolo della tesi

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

Argomento di ricerca

Dinamiche dello spazio latente e implicazioni di sicurezza nell'apprendimento automatico per i sistemi industriali

Tutori

• Tania Cerquitelli

Presentazione della ricerca

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)