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.

Attack Vector Network

Attack Complexity High

Privileges Required None

Attack Requirements None

User Interaction None

Vulnerable System Confidentiality Impact Low

Vulnerable System Integrity Impact None

Vulnerable System Availability Impact None

Subsequent System Confidentiality Impact None

Subsequent System Integrity Impact None

Subsequent System Availability Impact None

Attack Vector Network

Attack Complexity High

Privileges Required None

Scope Unchanged

Confidentiality Impact Low

Integrity Impact None

Availability Impact None

User Interaction None

Attack Vector Network

Attack Complexity High

Privileges Required None

Scope Unchanged

Confidentiality Impact Low

Integrity Impact None

Availability Impact None

User Interaction None

Access Vector Network

Access Complexity High

Authentication None

Confidentiality Impact Partial

Integrity Impact None

Availability Impact None

This CVE is not in the KEV list.

No EPSS score available.

Key SSVC decision points have not yet been added.

Default status is the baseline for the product, each version can override it (e.g. patched versions marked unaffected).

Vendor Product Default status Versions
exo-explore exo affected
Version Status Constraints
1.0.0 affected —
1.0.1 affected —
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1.0.71 affected —

No data.

No data.

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Vendors Products
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Project Subscriptions

Vendors Products
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Exo Subscribe
Advisories

No advisories yet.

Fixes

Solution

No solution given by the vendor.

Workaround

No workaround given by the vendor.

References
Link Providers
https://github.com/exo-explore/exo/ cve-icon
https://github.com/exo-explore/exo/issues/2151 cve-icon
https://github.com/exo-explore/exo/pull/2152 cve-icon
https://vuldb.com/cve/CVE-2026-14738 cve-icon
https://vuldb.com/submit/848737 cve-icon
https://vuldb.com/vuln/376321 cve-icon
https://vuldb.com/vuln/376321/cti cve-icon
History

Sun, 05 Jul 2026 11:00:00 +0000

Type Values Removed Values Added
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.
Title exo-explore exo Vision Feature Cache vision.py _image_cache_key weak hash
First Time appeared Exo-explore
Exo-explore exo
Weaknesses CWE-327
CWE-328
CPEs cpe:2.3:a:exo-explore:exo:*:*:*:*:*:*:*:*
Vendors & Products Exo-explore
Exo-explore exo
References
Metrics cvssV2_0

{'score': 2.6, 'vector': 'AV:N/AC:H/Au:N/C:P/I:N/A:N/E:POC/RL:ND/RC:UR'}

cvssV3_0

{'score': 3.7, 'vector': 'CVSS:3.0/AV:N/AC:H/PR:N/UI:N/S:U/C:L/I:N/A:N/E:P/RL:X/RC:R'}

cvssV3_1

{'score': 3.7, 'vector': 'CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:L/I:N/A:N/E:P/RL:X/RC:R'}

cvssV4_0

{'score': 6.3, 'vector': 'CVSS:4.0/AV:N/AC:H/AT:N/PR:N/UI:N/VC:L/VI:N/VA:N/SC:N/SI:N/SA:N/E:P'}

Projects

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cve-icon MITRE

Status: PUBLISHED

Assigner: VulDB

Published:

Updated: 2026-07-05T10:15:09.187Z

Reserved: 2026-07-04T09:06:11.045Z

Link: CVE-2026-14738

cve-icon Vulnrichment

No data.

cve-icon NVD

No data.

cve-icon Redhat

No data.

cve-icon OpenCVE Enrichment

Updated: 2026-07-05T21:15:04Z

Weaknesses