TY  - UNPB
ID  - dl3-b-private-gradient-clipping-1
TI  - Deep Learning with Differential Privacy
AU  - Martín Abadi
AU  - Andy Chu
AU  - Ian Goodfellow
AU  - H. Brendan McMahan
AU  - Ilya Mironov
AU  - Kunal Talwar
AU  - Li Zhang
PY  - 2016
T2  - arXiv preprint
UR  - https://arxiv.org/abs/1607.00133
N1  - Primary publisher or author arXiv abstract and metadata inspected via web on 2026-10-28; no independent proof or benchmark replication.
ER  - 

TY  - UNPB
ID  - dl3-b-private-gradient-clipping-2
TI  - Understanding Gradient Clipping in Private SGD: A Geometric Perspective
AU  - Xiangyi Chen
AU  - Zhiwei Steven Wu
AU  - Mingyi Hong
PY  - 2020
T2  - arXiv preprint
UR  - https://arxiv.org/abs/2006.15429
N1  - Primary publisher or author arXiv abstract and metadata inspected via web on 2026-10-28; no independent proof or benchmark replication.
ER  - 

TY  - UNPB
ID  - dl3-b-private-gradient-clipping-3
TI  - Differentially Private Learning with Adaptive Clipping
AU  - Galen Andrew
AU  - Om Thakkar
AU  - H. Brendan McMahan
AU  - Swaroop Ramaswamy
PY  - 2019
T2  - arXiv preprint
UR  - https://arxiv.org/abs/1905.03871
N1  - Primary publisher or author arXiv abstract and metadata inspected via web on 2026-10-28; no independent proof or benchmark replication.
ER  - 

TY  - UNPB
ID  - dl3-b-private-gradient-clipping-4
TI  - Renyi Differential Privacy
AU  - Ilya Mironov
PY  - 2017
T2  - arXiv preprint
UR  - https://arxiv.org/abs/1702.07476
N1  - Primary publisher or author arXiv abstract and metadata inspected via web on 2026-10-28; no independent proof or benchmark replication.
ER  - 

TY  - CONF
ID  - dl3-b-private-gradient-clipping-5
TI  - Subsampled Renyi Differential Privacy and Analytical Moments Accountant
AU  - Yu-Xiang Wang
AU  - Borja Balle
AU  - Shiva Prasad Kasiviswanathan
PY  - 2019
T2  - Proceedings of the Twenty-Second International Conference on Artificial Intelligence and Statistics
UR  - https://proceedings.mlr.press/v89/wang19b.html
N1  - Primary publisher or author arXiv abstract and metadata inspected via web on 2026-10-28; no independent proof or benchmark replication.
VL  - 89
SP  - 1226
EP  - 1235
ER  - 

TY  - CONF
ID  - dl3-b-private-gradient-clipping-6
TI  - Differential Privacy Has Disparate Impact on Model Accuracy
AU  - Eugene Bagdasaryan
AU  - Omid Poursaeed
AU  - Vitaly Shmatikov
PY  - 2019
T2  - Advances in Neural Information Processing Systems
UR  - https://papers.nips.cc/paper/2019/hash/fc0de4e0396fff257ea362983c2dda5a-Abstract.html
N1  - Primary publisher or author arXiv abstract and metadata inspected via web on 2026-10-28; no independent proof or benchmark replication.
VL  - 32
SP  - 15479
EP  - 15488
ER  -