Finn Carter

11 papers Journal 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Editing Away the Evidence: Diffusion-Based Image Manipulation and the Failure Modes of Robust Watermarking.
CoRR
Qian Qi, Jiangyun Tang, Jim Lee, Emily Davis, Finn Carter
2026 J jnl
Editing on the Generative Manifold: A Theoretical and Empirical Study of General Diffusion-Based Image Editing Trade-offs.
CoRR
Yi Hu, Leying Yi, Emily Davis, Finn Carter
2026 J jnl
Vanishing Watermarks: Diffusion-Based Image Editing Undermines Robust Invisible Watermarking.
CoRR
Fan Guo, Jiyu Kang, Qi Ming, Emily Davis, Finn Carter
2026 J jnl
When Denoising Becomes Unsigning: Theoretical and Empirical Analysis of Watermark Fragility Under Diffusion-Based Image Editing.
CoRR
Fai Gu, Qiyu Tang, Te Wen, Emily Davis, Finn Carter
2025 J jnl
ACE: Attentional Concept Erasure in Diffusion Models.
CoRR
Finn Carter
2025 J jnl
Diffusion-Based Image Editing for Breaking Robust Watermarks.
CoRR
Yunyi Ni, Finn Carter, Ze Niu, Emily Davis, Bo Zhang
2025 J jnl
Diffusion-Based Image Editing: An Unforeseen Adversary to Robust Invisible Watermarks.
CoRR
Wenkai Fu, Finn Carter, Yue Wang, Emily Davis, Bo Zhang
2025 J jnl
FADE: Adversarial Concept Erasure in Flow Models.
CoRR
Zixuan Fu, Yan Ren, Finn Carter, Chenyue Wang, Ze Niu, Dacheng Yu, Emily Davis, Bo Zhang
2025 J jnl
On the Information-Theoretic Fragility of Robust Watermarking under Diffusion Editing.
CoRR
Yunyi Ni, Ziyu Yang, Ze Niu, Emily Davis, Finn Carter
2025 J jnl
Robust Concept Erasure in Diffusion Models: A Theoretical Perspective on Security and Robustness.
CoRR
Zixuan Fu, Yan Ren, Finn Carter, Chenyue Wen, Le Ku, Daheng Yu, Emily Davis, Bo Zhang
2025 J jnl
TRACE: Trajectory-Constrained Concept Erasure in Diffusion Models.
CoRR
Finn Carter