Thesis archive

Giuseppe Daidone, Adversarial Attacks on Convolutional and Transformer Architectures for Image-based Malware Detection and Classification Tasks, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2025

Jacopo Fabi, Geometric Algebra Transformer for Hyperspectral Image Classification, M.Sc. Thesis in Engineering in Computer Science, Sapienza University of Rome, 2025

Mariastella Fazioli, Deepfake Audio in Criminal Investigations: A Case Study on Detection for Law Enforcement, M.Sc. Thesis in Engineering in Computer Science, Sapienza University of Rome, 2025

Andrea Gervasio, Evaluating Explainability for Deepfake Detection through Attention-Based Methods, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2025

Mattia Maffongelli, Understanding DeepFake Detection through Vision- Language Models: Prompting with Technical Visual Cues, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2025

Alessandro Nicolella, PlyghtMesh - Point Cloud-based Low-Poly Model Reconstruction, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2025

Bruno Francesco Nocera, Geometric algebra guidance for mesh reconstruction from single images: an exploratory study, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2025

Claudio Schiavella, Enhancing Vision Transformer Architectures for Monocular Depth Estimation with Efficient Attention Modules: Optimized Computer Vision Models for Edge Devices, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2024

Lorenzo Cirillo, Towards Efficient and Interpretable Depth Estimation: A Study on Attention Module Optimization and Model Explainability, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2024

Gianmarco Scarano, Vehicle Re-Identification through ResNet-based Feature Extraction and Spatio-Temporal constraints: A real-world application in an urban scenario, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2024

Simone Scaccia, An unsupervised approach based on Deep Neural Embeddings and Spatio-Temporal Graph Convolution Networks for Pedestrian Intention Estimation, M.Sc. Thesis in Engineering in Computer Science, Sapienza University of Rome, 2024

Leonardo Colosi, A Geometric Algebra-guided approach to Point Cloud Completion, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2024

Luca Zanchetta, VidCLearn: A Continual Learning Approach for Text-to-Video Generation, M.Sc. Thesis in Engineering in Computer Science, Sapienza University of Rome, 2024

Mattia Aquilina, Identity Based Deepfake Detection: A Training-Free Pipeline Leveraging Facial Embeddings, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2024

Fabrizio Casadei, Enhancing Abnormality identification: Robust Out- Of-Distribution strategies for Deepfake Detection, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2024

Lorenzo Ciarpaglini, Development of a Novel Stochastic Linesearch Algo- rithm for Deep Learning Optimization, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2024

Matteo Zaramella, Enhancing Manatee Aggregation Counting using Cross-Domain Learning and Data Augmentation, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2024

Andrea Alfarano, STLight: Mixing Spatio-Temporal Features for lightweight Video Prediction, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2024

Francesco Pro, Ground to Aerial Image Matching for Geospatial Applications, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2023

Claudia Melis Tonti, Lightweight 3D Convolutional Occupancy Networks for object meshes reconstruction, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2023

Francesco Riccardo Tassone, Knowledge Distillation for AI-Generated Image Detection: A Comparative Analysis of Continual Learning Strategies, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2023

Leonardo Mongelli, Multimodal Deepfake Detection: A Novel Audio Visual approach based on Convolutional Neural Networks and Visual Transformers, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2023

Giorgio Leporoni, A Guided-Based Approach for Deepfake Detection: RGB-Depth Integration via Feature Fusion, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2023

Tania Sari Bonaventura, An Automated End-to-End Pipeline Based on Semantic Graphs for Ground-to-Aerial Image Matching, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2022

Ketbjano Vocaj, Depthfake: a depth-based deep learning approach for deepfake detection, M.Sc. Thesis in Engineering in Computer Science, Sapienza University of Rome, 2022

Giovanbattista Abbate, Exploiting Watermarking Algorithms to perform Backdoor Attacks in Convolutional Neural Networks, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2021

Lorenzo Papa, Deep Learning algorithms in low-resource settings for fast-throughput Monocular Depth Estimation, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2021

Domiziana Catalano, Convolutional Neural Networks for Deepfake video detection, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2020