On-Premise vs SaaS Data Annotation Platforms Compared

Choosing a data annotation platform? Learn when to use SaaS or on premise based on speed, cost, data privacy, and project scope...

SUSE CVE-2025-38337

In the Linux kernel, the following vulnerability has been resolved: jbd2: fix data-race and null-ptr-deref in jbd2journaldirtymetadata Since handle-htransaction may be a NULL pointer, so we should change it to call ishandleabortedhandle first before dereferencing it. And the following data-race w...

DEBIAN-CVE-2025-38337

In the Linux kernel, the following vulnerability has been resolved: jbd2: fix data-race and null-ptr-deref in jbd2journaldirtymetadata Since handle-htransaction may be a NULL pointer, so we should change it to call ishandleabortedhandle first before dereferencing it. And the following data-race w...

UBUNTU-CVE-2025-38337

In the Linux kernel, the following vulnerability has been resolved: jbd2: fix data-race and null-ptr-deref in jbd2journaldirtymetadata Since handle-htransaction may be a NULL pointer, so we should change it to call ishandleabortedhandle first before dereferencing it. And the following data-race w...

CVAT.ai CVAT 安全漏洞

CVAT.ai CVAT is an open source data processing tool from CVAT.ai. A security vulnerability exists in CVAT.ai CVAT versions 2.2.0 through 2.39.0, which stems from a lack of validation during the import process and could lead to a data leak...

Important: kernel

Issue Overview: In the Linux kernel, the following vulnerability has been resolved: schhfsc: Fix qlen accounting bug when using peek in hfscenqueue CVE-2025-38000 In the Linux kernel, the following vulnerability has been resolved: netsched: hfsc: Address reentrant enqueue adding class to eltree...

HARPT: a Corpus for Analyzing Consumers' Trust and Privacy Concerns in Mobile Health Apps

We present HARPT, a large-scale annotated corpus of mobile health app store reviews aimed at advancing research in user privacy and trust. The dataset comprises over 480,000 user reviews labeled into seven categories that capture critical aspects of trust in applications, trust in providers and...

Efficient Retail Video Annotation: a Robust Key Frame Generation Approach for Product and Customer Interaction Analysis

Accurate video annotation plays a vital role in modern retail applications, including customer behavior analysis, product interaction detection, and in-store activity recognition. However, conventional annotation methods heavily rely on time-consuming manual labeling by human annotators,...

CVE-2025-38037

In the Linux kernel, the following vulnerability has been resolved: vxlan: Annotate FDB data races The 'used' and 'updated' fields in the FDB entry structure can be accessed concurrently by multiple threads, leading to reports such as 1. Can be reproduced using 2. Suppress these reports by...

CVE-2025-38037

The CVE-2025-38037 issue affects the Linux kernel’s VXLAN FDB handling. The root cause is a data race where the FDB entry’s fields used and updated may be concurrently accessed by multiple threads, triggering KCSAN reports in vxlan_xmit paths. The fix is to annotate these accesses with READ_ONCE(...

TencentOS Server 4: runc (TSSA-2024:0871)

The version of Tencent Linux installed on the remote TencentOS Server 4 host is prior to tested version. It is, therefore, affected by a vulnerability as referenced in the TSSA-2024:0871 advisory. Package updates are available for TencentOS Server 4 that fix the following vulnerabilities:...

Adobe Acrobat Reader Annotation Destroy Use-After-Free Vulnerability

Talos Vulnerability Report TALOS-2025-2170 Adobe Acrobat Reader Annotation Destroy Use-After-Free Vulnerability June 11, 2025 CVE Number CVE-2025-43576 SUMMARY A use-after-free vulnerability exists in the annotation object processing functionality of Adobe Acrobat Reader 2025.001.20435. A special...

CVE-2025-48381

Computer Vision Annotation Tool CVAT is an interactive video and image annotation tool for computer vision. In versions starting from 2.4.0 to before 2.38.0, an authenticated CVAT user may be able to retrieve the IDs and names of all tasks, projects, labels, and the IDs of all jobs and quality...

CVE-2025-48381 CVAT has information disclosure via browsable API

Computer Vision Annotation Tool CVAT is an interactive video and image annotation tool for computer vision. In versions starting from 2.4.0 to before 2.38.0, an authenticated CVAT user may be able to retrieve the IDs and names of all tasks, projects, labels, and the IDs of all jobs and quality...

Computer Vision Annotation Tool 安全漏洞

Computer Vision Annotation Tool CVAT is a cvat.ai open source interactive video and image annotation tool for computer vision. A security vulnerability exists in Computer Vision Annotation Tool versions prior to 2.4.0 through 2.38.0, which stems from the possibility that an authenticated user may...

Transformers in Protein: a Survey

As protein informatics advances rapidly, the demand for enhanced predictive accuracy, structural analysis, and functional understanding has intensified. Transformer models, as powerful deep learning architectures, have demonstrated unprecedented potential in addressing diverse challenges across...

CVE-2024-47172

Computer Vision Annotation Tool CVAT is an interactive video and image annotation tool for computer vision. An attacker with a CVAT account may retrieve certain information about any project, task, job or membership resource on the CVAT instance. The information exposed in this way is the same as...

CVE-2024-47064

Computer Vision Annotation Tool CVAT is an interactive video and image annotation tool for computer vision. If an attacker can trick a logged-in CVAT user into visiting a maliciously-constructed URL, they can initiate any API calls on that user's behalf. This gives the attacker temporary access t...

CVE-2023-26475

XWiki Platform is a generic wiki platform. Starting in version 2.3-milestone-1, the annotation displayer does not execute the content in a restricted context. This allows executing anything with the right of the author of any document by annotating the document. This has been patched in XWiki...

CVE-2022-34873

This vulnerability allows remote attackers to disclose sensitive information on affected installations of Foxit PDF Reader 11.2.1.53537. User interaction is required to exploit this vulnerability in that the target must visit a malicious page or open a malicious file. The specific flaw exists...