Goal Reached Thanks to every supporter — we hit 100%!

Goal: 1000 CNY · Raised: 1359 CNY

100%
Buy Us a Coffee

CVE-2026-14738— exo-explore exo Vision Feature Cache vision.py _image_cache_key weak hash

Quick assessment

Affected
exo-explore exo
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.

EXO exo是EXO组织的一个分布式AI推理框架。 exo存在加密问题漏洞，该漏洞源于Vision Feature Cache组件中文件src/exo/worker/engines/mlx/vision.py的函数_image_cache_key使用弱哈希，可能导致远程攻击。

CVSS 3.7 · Low EPSS 0.31% · P22

Possible ATT&CK Techniques 1 AI

T1041 · Exfiltration Over C2 Channel

Affected Version Matrix 72

VendorProduct Version RangeStatus
exo-explore exo 1.0.0 affected
1.0.1 affected
1.0.2 affected
1.0.3 affected
1.0.4 affected
1.0.5 affected
1.0.6 affected
1.0.7 affected
… +64 more rows
Get alerts for future matching vulnerabilities Log in to subscribe

I. Basic Information for CVE-2026-14738

Vulnerability Information
Have questions about the vulnerability? See if Shenlong's analysis helps!
View Shenlong Deep Dive ↗

Although we use advanced large model technology, its output may still contain inaccurate or outdated information.Shenlong tries to ensure data accuracy, but please verify and judge based on the actual situation.

Vulnerability Title
exo-explore exo Vision Feature Cache vision.py _image_cache_key weak hash
Source: CVE Program / CVE List V5
Vulnerability Description
A security flaw has been discovered in exo-explore exo up to 1.0.71. Affected is the function _image_cache_key of the file src/exo/worker/engines/mlx/vision.py of the component Vision Feature Cache. The manipulation results in use of weak hash. It is possible to launch the attack remotely. A high complexity level is associated with this attack. The exploitability is told to be difficult. The exploit has been released to the public and may be used for attacks. The pull request to fix this issue awaits acceptance.
Source: CVE Program / CVE List V5
CVSS Information
CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:L/I:N/A:N
Source: CVE Program / CVE List V5
Vulnerability Type
可逆的单向哈希
Source: CVE Program / CVE List V5
Vulnerability Title
exo 加密问题漏洞
Source: CNNVD (China National Vulnerability Database)
Vulnerability Description
EXO exo是EXO组织的一个分布式AI推理框架。 exo存在加密问题漏洞，该漏洞源于Vision Feature Cache组件中文件src/exo/worker/engines/mlx/vision.py的函数_image_cache_key使用弱哈希，可能导致远程攻击。
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
exo-explore exo 1.0.0 cpe:2.3:a:exo-explore:exo:*:*:*:*:*:*:*:*

II. Public POCs for CVE-2026-14738

# POC Description Source Link Shenlong Link
AI-Generated POC Premium

No public POC found.

Login to generate AI POC

III. Intelligence Information for CVE-2026-14738

请登录查看更多情报信息。

Patches & Fixes for CVE-2026-14738 (1)

Proof of Concept for CVE-2026-14738 (1)

Other References for CVE-2026-14738 (1)

IV. Related Vulnerabilities

Same weakness: CWE-328

V. Comments for CVE-2026-14738

No comments yet

Leave a comment