Samuele Poppi

According to our database, Samuele Poppi authored at least 14 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Robust Safety Monitoring of Language Models via Activation Watermarking.

Toluwani Aremu, Daniil Ognev, Samuele Poppi, Nils Lukas

CoRR, March, 2026

2025

Robust and Calibrated Detection of Authentic Multimedia Content.

Sarim Hashmi, Abdelrahman Elsayed, Mohammed Talha Alam, Samuele Poppi, Nils Lukas

CoRR, December, 2025

SPQR: A Standardized Benchmark for Modern Safety Alignment Methods in Text-to-Image Diffusion Models.

Mohammed Talha Alam, Nada Saadi, Fahad Shamshad, Nils Lukas, Karthik Nandakumar, Fahkri Karray, Samuele Poppi

CoRR, November, 2025

Mitigating Watermark Stealing Attacks in Generative Models via Multi-Key Watermarking.

Toluwani Aremu, Noor Hussein, Munachiso Nwadike, Samuele Poppi, Jie Zhang, Karthik Nandakumar, Neil Gong, Nils Lukas

CoRR, July, 2025

Improving LLM First-Token Predictions in Multiple-Choice Question Answering via Prefilling Attack.

Silvia Cappelletti, Tobia Poppi, Samuele Poppi, Zheng-Xin Yong, Diego Garcia-Olano, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

CoRR, May, 2025

Towards Understanding the Fragility of Multilingual LLMs against Fine-Tuning Attacks.

Samuele Poppi, Zheng-Xin Yong, Yifei He, Bobbie Chern, Han Zhao, Aobo Yang, Jianfeng Chi

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

2024

Multiclass Unlearning for Image Classification via Weight Filtering.

Samuele Poppi, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

IEEE Intell. Syst., 2024

Unlearning Vision Transformers Without Retaining Data via Low-Rank Decompositions.

Samuele Poppi, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

Proceedings of the Pattern Recognition - 27th International Conference, 2024

Safe-CLIP: Removing NSFW Concepts from Vision-and-Language Models.

Samuele Poppi, Tobia Poppi, Federico Cocchi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Removing NSFW Concepts from Vision-and-Language Models for Text-to-Image Retrieval and Generation.

Samuele Poppi, Tobia Poppi, Federico Cocchi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

CoRR, 2023

Multi-Class Explainable Unlearning for Image Classification via Weight Filtering.

Samuele Poppi, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

CoRR, 2023

Towards Explainable Navigation and Recounting.

Samuele Poppi, Roberto Bigazzi, Niyati Rawal, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara

Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

Unveiling the Impact of Image Transformations on Deepfake Detection: An Experimental Analysis.

Federico Cocchi, Lorenzo Baraldi, Samuele Poppi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

2021

Revisiting the Evaluation of Class Activation Mapping for Explainability: A Novel Metric and Experimental Analysis.

Samuele Poppi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021