Attacking Perceptual Similarity Metrics

15 May 2023

Papers citing "Attacking Perceptual Similarity Metrics"

7 / 7 papers shown

Title
Non-Aligned Reference Image Quality Assessment for Novel View Synthesis Abhijay Ghildyal Rajesh Sureddi Nabajeet Barman Saman Zadtootaghaj Alan C. Bovik 88 0 0 11 Nov 2025
Adversarially Robust CLIP Models Can Induce Better (Robust) Perceptual Metrics Francesco Croce Christian Schlarmann Naman D. Singh Matthias Hein 416 12 0 17 Feb 2025
Foundation Models Boost Low-Level Perceptual Similarity MetricsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Abhijay Ghildyal Nabajeet Barman Saman Zadtootaghaj 299 6 0 11 Sep 2024
Guardians of Image Quality: Benchmarking Defenses Against Adversarial Attacks on Image Quality Metrics Alexander Gushchin Khaled Abud Georgii Bychkov E. Shumitskaya Anna Chistyakova Sergey Lavrushkin Bader Rasheed Kirill Malyshev D. Vatolin Anastasia Antsiferova AAML 237 4 0 02 Aug 2024
IOI: Invisible One-Iteration Adversarial Attack on No-Reference Image- and Video-Quality MetricsInternational Conference on Machine Learning (ICML), 2024 E. Shumitskaya Anastasia Antsiferova D. Vatolin 263 6 0 09 Mar 2024
Comparing the Robustness of Modern No-Reference Image- and Video-Quality Metrics to Adversarial AttacksAAAI Conference on Artificial Intelligence (AAAI), 2023 Anastasia Antsiferova Khaled Abud Aleksandr Gushchin E. Shumitskaya Sergey Lavrushkin D. Vatolin 353 16 0 10 Oct 2023
Directional Privacy for Deep Learning Pedro Faustini Natasha Fernandes Shakila Mahjabin Tonni Annabelle McIver Mark Dras 194 3 0 09 Nov 2022