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Stefania Bello

Home Team Stefania Bello

Stefania Bello

PhD Student

stefania.bello _at_ unicampus.it

Bio

Stefania Bello is currently a PhD student enrolled in the National PhD program in Artificial Intelligence (XL cycle) – course on Health and life sciences, organized by Università Campus Bio-Medico di Roma and she is currently based at the University of Bari, Department of Computer Science. Her research areas include adversarial attacks and defenses in medical machine learning. Graduated in Computer Science with honors, she also holds a Master’s degree in Cybersecurity, awarded with honors and special mention, for which she defended a thesis related to data poisoning on medical data. During her Master’s studies and before her doctorate studies, she worked for the academic spin-off Digital Innovation S.r.l., which gave her the opportunity to grow familiar with research and academic environments, as she had the chance to collaborate with professors, researchers and other PhD students. Moreover, she gave her contribution to a project funded by European Union and Italian Ministry of Enterprises and Made in Italy, namely “CTE CALLIOPE” (“Casa delle Tecnologie Emergenti CALLIOPE per il One Health”) by contributing to the design and development of a cross-platform system aiming to monitor the interactions between humans and their surroundings safety-wise; i.e. tracking and correlation of one’s environmental exposure (e.g. air pollutants), physical activity and nutrition through AI and non-AI algorithms. Similarly, she’s also had the chance to contribute to the realisation of framework operating in urban settings with the purpose of detecting violence and criminal episodes. In addition, she’s held the position of tutor in scholastic laboratories.

Publications

2026
  • BPP-IG: Bit-Per-Pixel Data Poisoning Attack Using Integrated Gradients
    Stefania Bello, Donato Impedovo
    IWBF 2026: 1-6
    DOI: 10.1109/IWBF68042.2026.11558172
2025
  • Human Perception: A Community-Based Perceptual Map for Sustainable Mobility Through User Experience
    Stefania Bello, Vittoria Claudia De Nicolò, Vincenzo Gattulli, Donato Impedovo
    WWDD@IS-EUD 2025
  • Touch Dynamics and Continuous Authentication: Towards Mobile Security with New Innovative Algorithms and Features
    Stefania Bello, Vincenzo Gattulli, Donato Impedovo
    MetroXRAINE 2025: 79-84
    DOI: 10.1109/METROXRAINE66377.2025.11340070
  • Comparative Analysis of Deep Learning Models for Cyberbullying Detection Across Social Platforms
    Stefania Bello, Vincenzo Gattulli, Alessia Monaco
    MetroXRAINE 2025: 149-154
    DOI: 10.1109/METROXRAINE66377.2025.11340001
2024
  • Machine Learning-Based Methodologies for Cyber-Attacks and Network Traffic Monitoring: A Review and Insights
    Filippo Genuario, Giuseppe Santoro, Michele Giliberti, Stefania Bello, Elvira Zazzera, Donato Impedovo
    Inf. 15[11]: 741
    DOI: 10.3390/INFO15110741
  • Filtered Random Hybrid Strokes (Frhs): Filtering Time-Series Considerding Velocity Profile
    Stefania Bello, Alessia Monaco, Luca Musti, Giuseppe Pirlo, Gianfranco Semeraro
    ICPRAM 2024: 961-968
    DOI: 10.5220/0012567500003654

© 2024 - Intelligent Systems Laboratory - University of Bari "Aldo Moro"