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CVE-2026-7681— jsbroks COCO Annotator Dataset API datasets.py authorization

Quick assessment

Affected
jsbroks COCO Annotator
Exploitation
No confirmed in-the-wild exploitation; assess based on exposure
Recommended action
Check the vendor advisory and references for a fixed version. If immediate upgrade is impossible, restrict exposure and increase monitoring.

COCO Annotator是Justin Brooks个人开发者的一个基于网络的图像注释工具。旨在实现多功能性和高效地标记图像。 COCO Annotator 0.11.1及之前版本存在授权问题漏洞，该漏洞源于组件Dataset API中文件backend/webserver/api/datasets.py的未知功能对参数DatasetId的操作，可能导致授权绕过。

CVSS 6.5 · Medium EPSS 0.60% · P47

Possible ATT&CK Techniques 1 AI

T1078 · Valid Accounts

Affected Version Matrix 2

VendorProduct Version RangeStatus
jsbroks COCO Annotator 0.11.0 affected
0.11.1 affected
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I. Basic Information for CVE-2026-7681

Vulnerability Information
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Vulnerability Title
jsbroks COCO Annotator Dataset API datasets.py authorization
Source: CVE Program / CVE List V5
Vulnerability Description
A security vulnerability has been detected in jsbroks COCO Annotator up to 0.11.1. Affected by this vulnerability is an unknown functionality of the file backend/webserver/api/datasets.py of the component Dataset API. The manipulation of the argument DatasetId leads to authorization bypass. The attack may be initiated remotely. The exploit has been disclosed publicly and may be used. The vendor was contacted early about this disclosure but did not respond in any way.
Source: CVE Program / CVE List V5
CVSS Information
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:L/A:L
Source: CVE Program / CVE List V5
Vulnerability Type
通过用户控制密钥绕过授权机制
Source: CVE Program / CVE List V5
Vulnerability Title
COCO Annotator 授权问题漏洞
Source: CNNVD (China National Vulnerability Database)
Vulnerability Description
COCO Annotator是Justin Brooks个人开发者的一个基于网络的图像注释工具。旨在实现多功能性和高效地标记图像。 COCO Annotator 0.11.1及之前版本存在授权问题漏洞，该漏洞源于组件Dataset API中文件backend/webserver/api/datasets.py的未知功能对参数DatasetId的操作，可能导致授权绕过。
Source: CNNVD (China National Vulnerability Database)
CVSS Information
N/A
Source: CNNVD (China National Vulnerability Database)
Vulnerability Type
N/A
Source: CNNVD (China National Vulnerability Database)

Affected Products

Vendor Product Affected Versions CPE Subscribe
jsbroks COCO Annotator 0.11.0 cpe:2.3:a:jsbroks:coco_annotator:*:*:*:*:*:*:*:*

II. Public POCs for CVE-2026-7681

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III. Intelligence Information for CVE-2026-7681

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Other References for CVE-2026-7681 (1)

IV. Related Vulnerabilities

Same product: COCO Annotator
Same vendor: jsbroks
Same weakness: CWE-639

V. Comments for CVE-2026-7681

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