Irene Amerini

Pubblicazioni

Titolo Pubblicato in Anno
Adversarial Data Poisoning for Fake News Detection: How to Make a Model Misclassify a Target News Without Modifying it Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2025
Lightweight transformer occupancy networks for 3d virtual object reconstruction Lightweight Transformer Occupancy Networks for 3D Virtual Object Reconstruction 2025
Audio Deepfake Detection: A Continual Approach with Feature Distillation and Dynamic Class Rebalancing Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2025
STLight: A Fully Convolutional Approach for Efficient Predictive Learning by Spatio-Temporal Joint Processing Proceedings - 2025 IEEE Winter Conference on Applications of Computer Vision, WACV 2025 2025
HCN-TA: Hierarchical Capsule Network with Temporal Attention for a Generalizable Approach to Audio Deepfake Detection Proceedings of the 2023 International Conference on Communication, Signal Processing and Computer Engineering 2025
Deepfake Media Forensics: Status and Future Challenges JOURNAL OF IMAGING 2025
Unsupervised pedestrian intention estimation through deep neural embeddings and spatio-temporal graph convolutional networks PATTERN ANALYSIS AND APPLICATIONS 2025
JAM-net: A KAN-based Deep Neural Network for Pneumonia Detection in Chest X-Rays 2025 IEEE Symposium on Computational Intelligence in Health and Medicine Companion, CIHM Companion 2025 2025
PMDI: An AI-Enabled Ecosystem for Cooperative Urban Mobility Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2025
Lightweight 3-D Convolutional Occupancy Networks for Virtual Object Reconstruction IEEE COMPUTER GRAPHICS AND APPLICATIONS 2024
D-Fence layer: an ensemble framework for comprehensive deepfake detection MULTIMEDIA TOOLS AND APPLICATIONS 2024
Optimize Vision Transformer Architecture via Efficient Attention Modules: A Study on the Monocular Depth Estimation Task Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2024
A guided-based approach for deepfake detection: RGB-depth integration via features fusion PATTERN RECOGNITION LETTERS 2024
A Survey on Efficient Vision Transformers: Algorithms, Techniques, and Performance Benchmarking IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 2024
CMDD: A novel multimodal two-stream CNN deepfakes detector Proceedings of the 4th Workshop on Reducing Online Misinformation through Credible Information Retrieval co-located with the 46th European Conference on Information Retrieval (ECIR 2024) 2024
Human Versus Machine: A Comparative Analysis in Detecting Artificial Intelligence-Generated Images IEEE SECURITY & PRIVACY 2024
D4D: An RGBD diffusion model to boost monocular depth estimation IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY 2024
Detecting audio deepfakes: integrating CNN and BiLSTM with multi-feature concatenation IH&MMSec '24: Proceedings of the 2024 ACM Workshop on Information Hiding and Multimedia Security 2024
Tuning parameters of deep neural network training algorithms pays off: a computational study TOP 2024
Multi Pattern Features-Based Spoofing Detection Mechanism Using One Class Learning IEEE ACCESS 2024

ERC

  • PE6_8
  • PE6_11
  • PE7_7

KET

  • Big data & computing

Interessi di ricerca

  • Machine learning and deep learning for computer vision and pattern recognition

  • Multimedia forensics and deepfake analysis

  • Digital image and video processing

Keywords

Computer Science - Computer Vision and Pattern Recognition
multimedia forensics
Deep Learning Image Processing
Digital image processing

Progetti di Ricerca

Gruppi di ricerca

Cybersecurity

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