Poster "privacy-utility trade-off" Papers

9 papers found

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Conference

AAAI 2025 (3,028)COLM 2025 (418)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NEURIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

Paper Type

poster (24,624)paper (8,558)oral (1,594)spotlight (1,421)highlight (975)

Deep Learning with Plausible Deniability

Wenxuan Bao, Shan Jin, Hadi Abdullah et al.

NEURIPS 2025

DiSK: Differentially Private Optimizer with Simplified Kalman Filter for Noise Reduction

Xinwei Zhang, Zhiqi Bu, Borja Balle et al.

ICLR 2025arXiv:2410.03883
5
citations

Empirical Privacy Variance

Yuzheng Hu, Fan Wu, Ruicheng Xian et al.

ICML 2025arXiv:2503.12314
2
citations

Enhancing Privacy-Utility Trade-offs to Mitigate Memorization in Diffusion Models

Chen Chen, Daochang Liu, Mubarak Shah et al.

CVPR 2025arXiv:2504.18032
7
citations

Self-Refining Language Model Anonymizers via Adversarial Distillation

Kyuyoung Kim, Hyunjun Jeon, Jinwoo Shin

NEURIPS 2025arXiv:2506.01420
3
citations

Mitigating Privacy Risk in Membership Inference by Convex-Concave Loss

Zhenlong Liu, Lei Feng, HUIPING ZHUANG et al.

ICML 2024arXiv:2402.05453
5
citations

SIMBA: Split Inference - Mechanisms, Benchmarks and Attacks

Abhishek Singh, Vivek Sharma, Rohan Sukumaran et al.

ECCV 2024
2
citations

The Fundamental Limits of Least-Privilege Learning

Theresa Stadler, Bogdan Kulynych, Michael Gastpar et al.

ICML 2024arXiv:2402.12235
2
citations

The Privacy Power of Correlated Noise in Decentralized Learning

Youssef Allouah, Anastasiia Koloskova, Aymane Firdoussi et al.

ICML 2024arXiv:2405.01031
18
citations