CVE-2025-31225

Apple fixed CVE-2025-31225 in iOS 18.5 and iPadOS 18.5. The issue exposed privacy risk where call history from deleted apps could still appear in Spotlight search results. Affected products include iPhone XS and later and iPad models supported by iPadOS 18.5; the root cause is a privacy data hand...

CVE-2025-31224

A logic issue was addressed with improved checks. This issue is fixed in macOS Sequoia 15.5, macOS Sonoma 14.7.6, macOS Ventura 13.7.6. An app may be able to bypass certain Privacy preferences...

CVE-2025-31225

A privacy issue was addressed by removing sensitive data. This issue is fixed in iOS 18.5 and iPadOS 18.5. Call history from deleted apps may still appear in spotlight search results...

CVE-2025-31224

CVE-2025-31224 describes a logic issue in macOS that could allow bypass of certain Privacy preferences. The public details identify affected platforms as macOS Ventura 13.7.6, macOS Sequoia 15.5, and macOS Sonoma 14.7.6, with the issue fixed by these updates through improved checks. The descripti...

CVE-2025-31225

A privacy issue was addressed by removing sensitive data. This issue is fixed in iOS 18.5 and iPadOS 18.5. Call history from deleted apps may still appear in spotlight search results...

CVE-2025-24142

A privacy issue was addressed with improved private data redaction for log entries. This issue is fixed in macOS Ventura 13.7.6, macOS Sequoia 15.5, macOS Sonoma 14.7.6. An app may be able to access sensitive user data...

CVE-2025-24142

A privacy issue was addressed with improved private data redaction for log entries. This issue is fixed in macOS Sequoia 15.5, macOS Sonoma 14.7.6, macOS Ventura 13.7.6. An app may be able to access sensitive user data...

CVE-2025-24142

CVE-2025-24142 concerns a privacy issue in macOS log entry processing where private data redaction may have been insufficient, allowing an app to access sensitive user data. Affected versions include macOS Ventura 13.7.6, macOS Sequoia 15.5, and macOS Sonoma 14.7.6. The issue is addressed by the ...

CVE-2025-31242

A privacy issue was addressed with improved private data redaction for log entries. This issue is fixed in iOS 18.5 and iPadOS 18.5, iPadOS 17.7.7, macOS Sequoia 15.5, macOS Sonoma 14.7.3, macOS Sonoma 14.7.6, macOS Ventura 13.7.3, macOS Ventura 13.7.6, tvOS 18.5, visionOS 2.5, watchOS 11.5. An a...

CVE-2025-31242

CVE-2025-31242 relates to a privacy issue addressed by improved private data redaction for log entries. Affected platforms and fixes: iPadOS 17.7.7, macOS Ventura 13.7.6, macOS Sequoia 15.5, macOS Sonoma 14.7.6. The issue could let an app access sensitive user data. CVSS 3.1 base score: 5.5 (Loca...

CVE-2025-31242

A privacy issue was addressed with improved private data redaction for log entries. This issue is fixed in iPadOS 17.7.7, macOS Ventura 13.7.6, macOS Sequoia 15.5, macOS Sonoma 14.7.6. An app may be able to access sensitive user data...

Fair Play for Individuals, Foul Play for Groups? Auditing Anonymization'S Impact on ML Fairness

Machine learning ML algorithms are heavily based on the availability of training data, which, depending on the domain, often includes sensitive information about data providers. This raises critical privacy concerns. Anonymization techniques have emerged as a practical solution to address these...

PT-2025-20770

Name of the Vulnerable Software and Affected Versions iPadOS versions prior to 17.7.7 macOS Ventura versions prior to 13.7.6 macOS Sequoia versions prior to 15.5 macOS Sonoma versions prior to 14.7.6 Description A privacy issue was addressed by removing sensitive data. A malicious app may be able...

Mirror Mirror on the Wall, Have I Forgotten It All? A New Framework for Evaluating Machine Unlearning

Machine unlearning methods take a model trained on a dataset and a forget set, then attempt to produce a model as if it had only been trained on the examples not in the forget set. We empirically show that an adversary is able to distinguish between a mirror model a control model produced by...

Apple macOS 安全漏洞

Apple macOS is a suite of specialized operating systems developed for Mac computers by Apple Inc. in the United States. A security vulnerability exists in Apple macOS that stems from a logic issue that could lead to bypassing privacy preferences...

PT-2025-20793 · Apple · Apple Macos

Name of the Vulnerable Software and Affected Versions: macOS versions prior to 15.5 Description: An information disclosure issue was addressed with improved privacy controls. This issue may allow an app to access sensitive user data. Recommendations: For versions prior to 15.5, update to macOS...

Federated Large Language Models: Feasibility, Robustness, Security and Future Directions

The integration of Large Language Models LLMs and Federated Learning FL presents a promising solution for joint training on distributed data while preserving privacy and addressing data silo issues. However, this emerging field, known as Federated Large Language Models FLLM, faces significant...

About the security content of iOS 18.5 and iPadOS 18.5

About the security content of iOS 18.5 and iPadOS 18.5 This document describes the security content of iOS 18.5 and iPadOS 18.5. About Apple security updates For our customers' protection, Apple doesn't disclose, discuss, or confirm security issues until an investigation has occurred and patches ...

PT-2025-20782 · Apple · Apple Macos

Name of the Vulnerable Software and Affected Versions: macOS versions prior to 15.5 Description: An information disclosure issue was addressed with improved privacy controls. This issue allows an app to potentially access sensitive user data. Recommendations: For versions prior to 15.5, update to...

PT-2025-20733 · Apple · Macos Sequoia +3

Name of the Vulnerable Software and Affected Versions: macOS Ventura versions prior to 13.7.6 macOS Sequoia versions prior to 15.5 macOS Sonoma versions prior to 14.7.6 Description: A logic issue was addressed with improved checks, allowing an app to potentially bypass certain Privacy preferences...