Publications

Mohammed Talha Alam, Nada Saadi, Fahad Shamshad, Nils Lukas, Karthik Nandakumar, Fakhri Karray, Samuele Poppi (2025). SPQR: A Standardized Benchmark for Modern Safety Alignment Methods in Text-to-Image Diffusion Models'.

Toluwani Aremu, Noor Hussein, Munachiso Nwadike, Samuele Poppi, Jie Zhang, Karthik Nandakumar, Neil Gong, Nils Lukas (2025). Mitigating Watermark Forgery in Generative Models via Randomized Key Selection.

Silvia Cappelletti, Tobia Poppi, Samuele Poppi, Zheng-Xin Yong, Diego Garcia-Olano, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara (2025). Improving LLM First-Token Predictions in\\Multiple-Choice Question Answering via Output Prefilling.

Samuele Poppi, Sara Sarto, Marcella Cornia, Lorenzo Baraldi', Rita Cucchiara (2024). Unlearning Vision Transformers without Retaining Data via Low-Rank Decompositions. In ICPR.

Samuele Poppi, Zheng-Xin Yong, Yifei He, Bobbie Chern, Han Zhao, Aobo Yang, Jianfeng Chi (2024). Towards Understanding the Fragility of Multilingual LLMs against Fine-Tuning Attacks. In NAACL.

Samuele Poppi, Tobia Poppi, Federico Cocchi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara (2023). Safe-CLIP: Removing NSFW Concepts from Vision-and-Language Models. In ECCV.

Federico Cocchi, Lorenzo Baraldi1, Samuele Poppi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara (2023). Unveiling the Impact of Image Transformations on Deepfake Detection: An Experimental Analysis. In ICIAP.

Samuele Poppi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara (2021). Revisiting The Evaluation of Class Activation Mapping for Explainability: A Novel Metric and Experimental Analysis. In CVPRW.