Honesty is the Best Policy: On the Accuracy of Apple Privacy Labels Compared to Apps' Privacy Policies | allinfosecnews.com

June 18, 2024, 4:19 a.m. | Mir Masood Ali, David G. Balash, Monica Kodwani, Chris Kanich, Adam J. Aviv

cs.CR updates on arXiv.org arxiv.org

arXiv:2306.17063v2 Announce Type: replace
Abstract: Apple introduced privacy labels in Dec. 2020 as a way for developers to report the privacy behaviors of their apps. While Apple does not validate labels, they also require developers to provide a privacy policy, which offers an important comparison point. In this paper, we fine-tuned BERT-based language models to extract privacy policy features for 474,669 apps on the iOS App Store, comparing the output to the privacy labels. We identify discrepancies between the policies …

accuracy apple apple privacy apps arxiv behaviors cs.cr dec developers policies policy privacy privacy policies privacy policy report

More from arxiv.org / cs.CR updates on arXiv.org

SoK: Facial Deepfake Detectors 12 hours ago | arxiv.org

arxiv cs.cr cs.cv cs.lg +19

Practical Membership Inference Attacks against Fine-tuned Large Language Models via Self-prompt Calibration 12 hours ago | arxiv.org

aim arxiv attacks calibration +16

A Probabilistic Fluctuation based Membership Inference Attack for Diffusion Models 12 hours ago | arxiv.org

arxiv attack classification cs.ai +11

Locally Differentially Private Distributed Online Learning with Guaranteed Optimality 12 hours ago | arxiv.org

address algorithms arxiv awareness +19

A Resilient and Accessible Distribution-Preserving Watermark for Large Language Models 12 hours ago | arxiv.org

arxiv challenge covert cs.cl +18

Detecting Misuse of Security APIs: A Systematic Review 12 hours ago | arxiv.org

api api design apis application +25

Privacy Preserving Reinforcement Learning for Population Processes 12 hours ago | arxiv.org

algorithm algorithms arxiv control +8

Video Inpainting Localization with Contrastive Learning 12 hours ago | arxiv.org

arxiv cs.cr cs.cv localization +1

CuDA2: An approach for Incorporating Traitor Agents into Cooperative Multi-Agent Systems 12 hours ago | arxiv.org

actions adversarial adversarial attacks agent +13

Information Technology Specialist I: Windows Engineer

@ Los Angeles County Employees Retirement Association (LACERA) | Pasadena, California

View on infosec-jobs.com

Information Technology Specialist I, LACERA: Information Security Engineer

@ Los Angeles County Employees Retirement Association (LACERA) | Pasadena, CA

View on infosec-jobs.com

Vice President, Controls Design & Development-7

@ State Street | Quincy, Massachusetts

View on infosec-jobs.com

Vice President, Controls Design & Development-5

@ State Street | Quincy, Massachusetts

View on infosec-jobs.com

Data Scientist & AI Prompt Engineer

@ Varonis | Israel

View on infosec-jobs.com

Contractor

@ Birlasoft | INDIA - MUMBAI - BIRLASOFT OFFICE, IN

View on infosec-jobs.com