Cover Image

Auditing Apple's DifferentialPrivacy.framework: Implementation Bugs, Misconfigurations, and Practical Risks

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Chourasia, Rishav, Bao, Ergute, Javaid, Uzair, Xiao, Xiaokui
Format:	Preprint
Published:	2026
Subjects:	Cryptography and Security Computers and Society
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Laplace Transform Interpretation of Differential Privacy
by: Chourasia, Rishav, et al.
Published: (2024)

DPIS: An Enhanced Mechanism for Differentially Private SGD with Importance Sampling
by: Wei, Jianxin, et al.
Published: (2022)

AAA: an Adaptive Mechanism for Locally Differential Private Mean Estimation
by: Wei, Fei, et al.
Published: (2024)

Privacy in Theory, Bugs in Practice: Grey-Box Auditing of Differential Privacy Libraries
by: Cebere, Tudor, et al.
Published: (2026)

ATTAXONOMY: Unpacking Differential Privacy Guarantees Against Practical Adversaries
by: Cummings, Rachel, et al.
Published: (2024)

Bugs in our Pockets: The Risks of Client-Side Scanning
by: Abelson, Hal, et al.
Published: (2021)

GCON: Differentially Private Graph Convolutional Network via Objective Perturbation
by: Wei, Jianxin, et al.
Published: (2024)

Skellam Mixture Mechanism: a Novel Approach to Federated Learning with Differential Privacy
by: Bao, Ergute, et al.
Published: (2022)

A Relay a Day Keeps the AirTag Away: Practical Relay Attacks on Apple's AirTags
by: Gegenhuber, Gabriel K., et al.
Published: (2026)

Integrating Differential Privacy and Contextual Integrity
by: Benthall, Sebastian, et al.
Published: (2024)

What to Consider When Considering Differential Privacy for Policy
by: Nanayakkara, Priyanka, et al.
Published: (2024)

Centering Policy and Practice: Research Gaps around Usable Differential Privacy
by: Cummings, Rachel, et al.
Published: (2024)

Doing More With Less: Mismatch-Based Risk-Limiting Audits
by: Ek, Alexander, et al.
Published: (2025)

Risks & Benefits of LLMs & GenAI for Platform Integrity, Healthcare Diagnostics, Financial Trust and Compliance, Cybersecurity, Privacy & AI Safety: A Comprehensive Survey, Roadmap & Implementation Blueprint
by: Ahi, Kiarash
Published: (2025)

Dual-Technique Privacy & Security Analysis for E-Commerce Websites Through Automated and Manual Implementation
by: Kishnani, Urvashi, et al.
Published: (2024)

TRIDENT -- A Three-Tier Privacy-Preserving Propaganda Detection Model in Mobile Networks using Transformers, Adversarial Learning, and Differential Privacy
by: Emran, Al Nahian Bin, et al.
Published: (2025)

Differentially Private Health Tokens for Estimating COVID-19 Risk
by: Butler, David, et al.
Published: (2020)

Personalized Differential Privacy for Ridge Regression
by: Acharya, Krishna, et al.
Published: (2024)

Blockchain-based Rental Documentation Management with Audit Support
by: Santos, João F., et al.
Published: (2024)

FairDP: Certified Fairness with Differential Privacy
by: Tran, Khang, et al.
Published: (2023)

DP-S4S: Accurate and Scalable Select-Join-Aggregate Query Processing with User-Level Differential Privacy
by: Qiu, Yuan, et al.
Published: (2026)

Blockchain-Anchored Audit Trail Model for Transparent Inter-Operator Settlement
by: Kunthu, Balakumar Ravindranath, et al.
Published: (2025)

On the Impact of Multi-dimensional Local Differential Privacy on Fairness
by: Makhlouf, Karima, et al.
Published: (2023)

The Privacy Policy Permission Model: A Unified View of Privacy Policies
by: Majedi, Maryam, et al.
Published: (2024)

Countering Privacy Nihilism
by: Engelmann, Severin, et al.
Published: (2025)

Privacy by Voice: Modeling Youth Privacy-Protective Behavior in Smart Voice Assistants
by: Campbell, Molly, et al.
Published: (2026)

Practitioners' Perspectives on a Differential Privacy Deployment Registry
by: Nanayakkara, Priyanka, et al.
Published: (2025)

Unifying Re-Identification, Attribute Inference, and Data Reconstruction Risks in Differential Privacy
by: Kulynych, Bogdan, et al.
Published: (2025)

Data Traceability for Privacy Alignment
by: Liao, Kevin, et al.
Published: (2025)

What's Privacy Good for? Measuring Privacy as a Shield from Harms due to Personal Data Use
by: Gajavalli, Sri Harsha, et al.
Published: (2025)

The Five Safes as a Privacy Context
by: Bailie, James, et al.
Published: (2025)

Improving the Computational Efficiency of Adaptive Audits of IRV Elections
by: Ek, Alexander, et al.
Published: (2024)

Privacy is Fungibility: Why Endogenous Tokens Are Not Money
by: Lynham, Alex, et al.
Published: (2026)

Beyond Privacy Trade-offs with Structured Transparency
by: Trask, Andrew, et al.
Published: (2020)

3+ Seat Risk-Limiting Audits for Single Transferable Vote Elections
by: Blom, Michelle, et al.
Published: (2025)

On the Security and Privacy of AI-based Mobile Health Chatbots
by: Wairimu, Samuel, et al.
Published: (2025)

Privacy Computing Meets Metaverse: Necessity, Taxonomy and Challenges
by: Chen, Chuan, et al.
Published: (2023)

Protecting Persona Biometric Data: The Case of Facial Privacy
by: Hogenhout, Lambert, et al.
Published: (2025)

Differential Privacy for Network Connectedness Indices
by: Rutter, Tom A., et al.
Published: (2026)

Privacy Bias in Language Models: A Contextual Integrity-based Auditing Metric
by: Shvartzshnaider, Yan, et al.
Published: (2024)