Post-Processing in Local Differential Privacy: An Extensive Evaluation and Benchmark Platform
Fuente:
arXiv
Saved in:
| Main Authors: | Khodaie, Alireza, Balioglu, Berkay Kemal, Gursoy, Mehmet Emre |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
LDP$^3$: An Extensible and Multi-Threaded Toolkit for Local Differential Privacy Protocols and Post-Processing Methods
by: Balioglu, Berkay Kemal, et al.
Published: (2025)
by: Balioglu, Berkay Kemal, et al.
Published: (2025)
Don't Hash Me Like That: Exposing and Mitigating Hash-Induced Unfairness in Local Differential Privacy
by: Balioglu, Berkay Kemal, et al.
Published: (2025)
by: Balioglu, Berkay Kemal, et al.
Published: (2025)
Grid-Based Decompositions for Spatial Data under Local Differential Privacy
by: Balioglu, Berkay Kemal, et al.
Published: (2024)
by: Balioglu, Berkay Kemal, et al.
Published: (2024)
Accuracy-First Rényi Differential Privacy and Post-Processing Immunity
by: Räisä, Ossi, et al.
Published: (2025)
by: Räisä, Ossi, et al.
Published: (2025)
Differential Privacy in the Extensive-Form Bandit Problem
by: Pasteris, Stephen, et al.
Published: (2026)
by: Pasteris, Stephen, et al.
Published: (2026)
Defending Against Beta Poisoning Attacks in Machine Learning Models
by: Gulciftci, Nilufer, et al.
Published: (2025)
by: Gulciftci, Nilufer, et al.
Published: (2025)
Injecting Bias into Text Classification Models using Backdoor Attacks
by: Yavuz, A. Dilara, et al.
Published: (2024)
by: Yavuz, A. Dilara, et al.
Published: (2024)
Local Distance Query with Differential Privacy
by: Sheng, Weihong, et al.
Published: (2025)
by: Sheng, Weihong, et al.
Published: (2025)
Benchmarking Secure Sampling Protocols for Differential Privacy
by: Fu, Yucheng, et al.
Published: (2024)
by: Fu, Yucheng, et al.
Published: (2024)
Mitigating Data Poisoning Attacks to Local Differential Privacy
by: Li, Xiaolin, et al.
Published: (2025)
by: Li, Xiaolin, et al.
Published: (2025)
Poisoning Attacks to Local Differential Privacy for Ranking Estimation
by: Zhan, Pei, et al.
Published: (2025)
by: Zhan, Pei, et al.
Published: (2025)
Bipartite Randomized Response Mechanism for Local Differential Privacy
by: Zhang, Shun, et al.
Published: (2025)
by: Zhang, Shun, et al.
Published: (2025)
Local Differential Privacy for Tensors in Distributed Computing Systems
by: Yuan, Yachao, et al.
Published: (2025)
by: Yuan, Yachao, et al.
Published: (2025)
Local Layer-wise Differential Privacy in Federated Learning
by: Li, Yunbo, et al.
Published: (2026)
by: Li, Yunbo, et al.
Published: (2026)
High-Probability Bounds For Heterogeneous Local Differential Privacy
by: Aliakbarpour, Maryam, et al.
Published: (2025)
by: Aliakbarpour, Maryam, et al.
Published: (2025)
Privacy for Free: Leveraging Local Differential Privacy Perturbed Data from Multiple Services
by: Du, Rong, et al.
Published: (2025)
by: Du, Rong, et al.
Published: (2025)
Local Differential Privacy for Federated Learning with Fixed Memory Usage and Per-Client Privacy
by: Behnia, Rouzbeh, et al.
Published: (2025)
by: Behnia, Rouzbeh, et al.
Published: (2025)
Win-k: Improved Membership Inference Attacks on Small Language Models
by: Arkhmammadova, Roya, et al.
Published: (2025)
by: Arkhmammadova, Roya, et al.
Published: (2025)
Strategic Sample Selection for Improved Clean-Label Backdoor Attacks in Text Classification
by: Kirci, Onur Alp, et al.
Published: (2025)
by: Kirci, Onur Alp, et al.
Published: (2025)
Multi-class Item Mining under Local Differential Privacy
by: Mao, Yulian, et al.
Published: (2025)
by: Mao, Yulian, et al.
Published: (2025)
Practical Implications of Implementing Local Differential Privacy for Smart grids
by: Hafeez, Khadija, et al.
Published: (2025)
by: Hafeez, Khadija, et al.
Published: (2025)
On Evaluating the Poisoning Robustness of Federated Learning under Local Differential Privacy
by: Wang, Zijian, et al.
Published: (2025)
by: Wang, Zijian, et al.
Published: (2025)
Beyond Epsilon: A Principled QIF Framework for Local Differential Privacy
by: Gonze, Ramon G., et al.
Published: (2026)
by: Gonze, Ramon G., et al.
Published: (2026)
Efficient Verifiable Differential Privacy with Input Authenticity in the Local and Shuffle Model
by: Bontekoe, Tariq, et al.
Published: (2024)
by: Bontekoe, Tariq, et al.
Published: (2024)
Local Differential Privacy is Not Enough: A Sample Reconstruction Attack against Federated Learning with Local Differential Privacy
by: You, Zhichao, et al.
Published: (2025)
by: You, Zhichao, et al.
Published: (2025)
ExPrESSO: Zero-Knowledge backed Extensive Privacy Preserving Single Sign-on
by: Barman, Kaustabh, et al.
Published: (2025)
by: Barman, Kaustabh, et al.
Published: (2025)
Federated Heavy Hitter Analytics with Local Differential Privacy
by: Zhang, Yuemin, et al.
Published: (2024)
by: Zhang, Yuemin, et al.
Published: (2024)
Real-Time Trajectory Synthesis with Local Differential Privacy
by: Hu, Yujia, et al.
Published: (2024)
by: Hu, Yujia, et al.
Published: (2024)
Purifying Approximate Differential Privacy with Randomized Post-processing
by: Lin, Yingyu, et al.
Published: (2025)
by: Lin, Yingyu, et al.
Published: (2025)
Local Node Differential Privacy
by: Raskhodnikova, Sofya, et al.
Published: (2026)
by: Raskhodnikova, Sofya, et al.
Published: (2026)
Optimal conversion from Rényi Differential Privacy to $f$-Differential Privacy
by: Riess, Anneliese, et al.
Published: (2026)
by: Riess, Anneliese, et al.
Published: (2026)
Fine-grained Manipulation Attacks to Local Differential Privacy Protocols for Data Streams
by: Li, Xinyu, et al.
Published: (2025)
by: Li, Xinyu, et al.
Published: (2025)
Frequency Estimation of Correlated Multi-attribute Data under Local Differential Privacy
by: Seeam, Shafizur Rahman, et al.
Published: (2025)
by: Seeam, Shafizur Rahman, et al.
Published: (2025)
KV-Auditor: Auditing Local Differential Privacy for Correlated Key-Value Estimation
by: Xu, Jingnan, et al.
Published: (2025)
by: Xu, Jingnan, et al.
Published: (2025)
PEEL: A Poisoning-Exposing Encoding Theoretical Framework for Local Differential Privacy
by: Shuai, Lisha, et al.
Published: (2025)
by: Shuai, Lisha, et al.
Published: (2025)
Cooperative Local Differential Privacy: Securing Time Series Data in Distributed Environments
by: Singh, Bikash Chandra, et al.
Published: (2025)
by: Singh, Bikash Chandra, et al.
Published: (2025)
LDPRecover: Recovering Frequencies from Poisoning Attacks against Local Differential Privacy
by: Sun, Xinyue, et al.
Published: (2024)
by: Sun, Xinyue, et al.
Published: (2024)
TraCS: Trajectory Collection in Continuous Space under Local Differential Privacy
by: Zheng, Ye, et al.
Published: (2024)
by: Zheng, Ye, et al.
Published: (2024)
Verifiable Differential Privacy
by: Biswas, Ari, et al.
Published: (2022)
by: Biswas, Ari, et al.
Published: (2022)
On the Differential Privacy and Interactivity of Privacy Sandbox Reports
by: Ghazi, Badih, et al.
Published: (2024)
by: Ghazi, Badih, et al.
Published: (2024)
Similar Items
-
LDP$^3$: An Extensible and Multi-Threaded Toolkit for Local Differential Privacy Protocols and Post-Processing Methods
by: Balioglu, Berkay Kemal, et al.
Published: (2025) -
Don't Hash Me Like That: Exposing and Mitigating Hash-Induced Unfairness in Local Differential Privacy
by: Balioglu, Berkay Kemal, et al.
Published: (2025) -
Grid-Based Decompositions for Spatial Data under Local Differential Privacy
by: Balioglu, Berkay Kemal, et al.
Published: (2024) -
Accuracy-First Rényi Differential Privacy and Post-Processing Immunity
by: Räisä, Ossi, et al.
Published: (2025) -
Differential Privacy in the Extensive-Form Bandit Problem
by: Pasteris, Stephen, et al.
Published: (2026)