Emily Davis

According to our database, Emily Davis authored at least 10 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Editing on the Generative Manifold: A Theoretical and Empirical Study of General Diffusion-Based Image Editing Trade-offs.

Yi Hu, Leying Yi, Emily Davis, Finn Carter

CoRR, March, 2026

Editing Away the Evidence: Diffusion-Based Image Manipulation and the Failure Modes of Robust Watermarking.

Qian Qi, Jiangyun Tang, Jim Lee, Emily Davis, Finn Carter

CoRR, March, 2026

When Denoising Becomes Unsigning: Theoretical and Empirical Analysis of Watermark Fragility Under Diffusion-Based Image Editing.

Fai Gu, Qiyu Tang, Te Wen, Emily Davis, Finn Carter

CoRR, March, 2026

Vanishing Watermarks: Diffusion-Based Image Editing Undermines Robust Invisible Watermarking.

Fan Guo, Jiyu Kang, Qi Ming, Emily Davis, Finn Carter

CoRR, February, 2026

2025

On the Information-Theoretic Fragility of Robust Watermarking under Diffusion Editing.

Yunyi Ni, Ziyu Yang, Ze Niu, Emily Davis, Finn Carter

CoRR, November, 2025

Diffusion-Based Image Editing: An Unforeseen Adversary to Robust Invisible Watermarks.

Wenkai Fu, Finn Carter, Yue Wang, Emily Davis, Bo Zhang

CoRR, November, 2025

Diffusion-Based Image Editing for Breaking Robust Watermarks.

Yunyi Ni, Finn Carter, Ze Niu, Emily Davis, Bo Zhang

CoRR, October, 2025

Robust Concept Erasure in Diffusion Models: A Theoretical Perspective on Security and Robustness.

Zixuan Fu, Yan Ren, Finn Carter, Chenyue Wen, Le Ku, Daheng Yu, Emily Davis, Bo Zhang

CoRR, September, 2025

FADE: Adversarial Concept Erasure in Flow Models.

Zixuan Fu, Yan Ren, Finn Carter, Chenyue Wang, Ze Niu, Dacheng Yu, Emily Davis, Bo Zhang

CoRR, July, 2025

2024

Post Take-Over Performance Varies in Drivers of Automated and Connected Vehicle Technology in Near-Miss Scenarios.

Yusuke Yamani, Jeffrey Glassman, Abdalziz Alruwaili, Sarah E. Yahoodik, Emily Davis, Samantha Lugo, Kun Xie, Sherif Ishak

Hum. Factors, 2024