Doaa Almhaithawi

Ph.D. candidate in Ingegneria Informatica E Dei Sistemi , 37^th cycle (2021-2024)
Ente esterno generico (ALTR)

doaa.almhaithawi@polito.it

Profile

PhD

Research topic

Exploring The Latent Space For Machine Learning applications - Security Challenges

Tutors

Tania Cerquitelli

Research presentation

Poster

Research interests

Life sciences

Parallel and distributed systems, Quantum computing

Biography

Received the BS degree from Higher Institute For Applied Sciences And Technology (HIAST) in Networks and Operating Systems (in 2015) and the Master degree from the same institution in Big Data Systems (in 2019). She is currently a Ph.D. student in Politecnico di Torino in the department of Computer and Control Engineering. She is also an Early Stage Researcher in the Collaborative Intelligence for Safety Critical systems project (CISC).

Publications

Latest publications View all publications in Porto@Iris

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)
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)