Differential Privacy Papers
dppapers.bsky.social
Differential Privacy Papers
@dppapers.bsky.social
🤖
new arXiv preprints mentioning "differential privacy" or "differentially private" in the title/abstract
- unrelated quantum/FL papers
+ updates from https://differentialprivacy.org

[Under construction.]
Differentially Private Feature Release for Wireless Sensing: Adaptive Privacy Budget Allocation on CSI Spectrograms

Ipek Sena Yilmaz, Onur G. Tuncer, Zeynep E. Aksoy, Zeynep Yağmur Baydemir

http://arxiv.org/abs/2512.20323
December 24, 2025 at 4:53 AM
Privacy Data Pricing: A Stackelberg Game Approach

Lijun Bo, Weiqiang Chang

http://arxiv.org/abs/2512.18296
December 23, 2025 at 4:54 AM
Protecting Human Activity Signatures in Compressed IEEE 802.11 CSI Feedback

Mohamed Seif, Atsutse Kludze, Yasaman Ghasempour, H. Vincent Poor, Doru Calin, Andrea J. Goldsmith

http://arxiv.org/abs/2512.18529
December 23, 2025 at 4:53 AM
DPSR: Differentially Private Sparse Reconstruction via Multi-Stage Denoising for Recommender Systems

Sarwan Ali

http://arxiv.org/abs/2512.18932
December 23, 2025 at 4:53 AM
Optimizer Dynamics at the Edge of Stability with Differential Privacy

Ayana Hussain, Ricky Fang

http://arxiv.org/abs/2512.19019
December 23, 2025 at 4:53 AM
AlignDP: Hybrid Differential Privacy with Rarity-Aware Protection for LLMs

Madhava Gaikwad

http://arxiv.org/abs/2512.17251
December 22, 2025 at 4:53 AM
An Iconic Heavy Hitter Algorithm Made Private

Rayne Holland

http://arxiv.org/abs/2512.17295
December 22, 2025 at 4:53 AM
Improved Lower Bounds for Privacy under Continual Release

Bardiya Aryanfard, Monika Henzinger, David Saulpic, A. R. Sricharan

http://arxiv.org/abs/2512.15981
December 19, 2025 at 4:54 AM
Observer-based Differentially Private Consensus for Linear Multi-agent Systems

Xiaofeng Zong, Ming-Yu Wang, Jimin Wang, Ji-Feng Zhang

http://arxiv.org/abs/2512.16736
December 19, 2025 at 4:53 AM
PrivateXR: Defending Privacy Attacks in Extended Reality Through Explainable AI-Guided Differential Privacy

Ripan Kumar Kundu, Istiak Ahmed, Khaza Anuarul Hoque

http://arxiv.org/abs/2512.16851
December 19, 2025 at 4:53 AM
Distributed HDMM: Scalable, Distributed, Accurate, and Differentially Private Query Workloads without a Trusted Curator

Ratang Sedimo, Ivoline C. Ngong, Jami Lashua, Joseph P. Near

http://arxiv.org/abs/2512.15648
December 18, 2025 at 4:53 AM
The Cost of Adaptation under Differential Privacy: Optimal Adaptive Federated Density Estimation

T. Tony Cai, Abhinav Chakraborty, Lasse Vuursteen

http://arxiv.org/abs/2512.14337
December 17, 2025 at 4:54 AM
Black-Box Auditing of Quantum Model: Lifted Differential Privacy with Quantum Canaries

Baobao Song, Shiva Raj Pokhrel, Athanasios V. Vasilakos, Tianqing Zhu, Gang Li

http://arxiv.org/abs/2512.14388
December 17, 2025 at 4:53 AM
PrivATE: Differentially Private Average Treatment Effect Estimation for Observational Data

Quan Yuan, Xiaochen Li, Linkang Du, Min Chen, Mingyang Sun, Yunjun Gao, Shibo He, Jiming Chen, Zhikun Zhang

http://arxiv.org/abs/2512.14557
December 17, 2025 at 4:53 AM
PerProb: Indirectly Evaluating Memorization in Large Language Models

Yihan Liao, Jacky Keung, Xiaoxue Ma, Jingyu Zhang, Yicheng Sun

http://arxiv.org/abs/2512.14600
December 17, 2025 at 4:53 AM
Differentially Private Community Detection in $h$-uniform Hypergraphs

Javad Zahedi Moghaddam, Aria Nosratinia

http://arxiv.org/abs/2512.12031
December 16, 2025 at 4:54 AM
Differentially Private Online Distributed Aggregative Games With Time-Varying and Non-Identical Communication and Feedback Delays

Olusola Odeyomi, Tokunbo Ogunfunmi, Adjovi Laba

http://arxiv.org/abs/2512.12344
December 16, 2025 at 4:53 AM
DP-EMAR: A Differentially Private Framework for Autonomous Model Weight Repair in Federated IoT Systems

Chethana Prasad Kabgere, Shylaja S S

http://arxiv.org/abs/2512.13460
December 16, 2025 at 4:53 AM
DP-CSGP: Differentially Private Stochastic Gradient Push with Compressed Communication

Zehan Zhu, Heng Zhao, Yan Huang, Joey Tianyi Zhou, Shouling Ji, Jinming Xu

http://arxiv.org/abs/2512.13583
December 16, 2025 at 4:53 AM
Towards Privacy-Preserving Code Generation: Differentially Private Code Language Models

Melih Catal, Pooja Rani, Harald C. Gall

http://arxiv.org/abs/2512.11482
December 15, 2025 at 4:53 AM
A Privacy-Preserving Cloud Architecture for Distributed Machine Learning at Scale

Vinoth Punniyamoorthy, Ashok Gadi Parthi, Mayilsamy Palanigounder, Ravi Kiran Kodali, Bikesh Kumar, Kabilan Kannan

http://arxiv.org/abs/2512.10341
December 12, 2025 at 4:53 AM
Differential Privacy for Secure Machine Learning in Healthcare IoT-Cloud Systems

N Mangala, Murtaza Rangwala, S Aishwarya, B Eswara Reddy, Rajkumar Buyya, KR Venugopal, SS Iyengar, LM Patnaik

http://arxiv.org/abs/2512.10426
December 12, 2025 at 4:53 AM
Perturbation-based Inference for Extreme Value Index

Yiwei Tang, Judy Huixia Wang, Deyuan Li

http://arxiv.org/abs/2512.08258
December 10, 2025 at 4:54 AM
Geometry-Aligned Differential Privacy for Location-Safe Federated Radio Map Construction

Jijia Tian, Wangqian Chen, Junting Chen, Pooi-Yuen Kam

http://arxiv.org/abs/2512.08263
December 10, 2025 at 4:54 AM
Fully Decentralized Certified Unlearning

Hithem Lamri, Michail Maniatakos

http://arxiv.org/abs/2512.08443
December 10, 2025 at 4:53 AM