exo-explore exo Vision Feature Cache vision.py _image_cache_key weak hash

MITRE NVD CVE.ORG JSON API Print: PDF PDF

Summary

CVECVE-2026-14738
StatePUBLISHED
AssignerVulDB
Source PriorityCVE Program / NVD first with legacy fallback
Published2026-07-05 11:16:27 UTC
Updated2026-07-06 18:02:49 UTC
DescriptionA 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.

Risk And Classification

Primary CVSS: v4.0 2.9 LOW from [email protected]

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/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X

Problem Types: CWE-327 | CWE-328 | CWE-328 Use of Weak Hash | CWE-327 Risky Cryptographic Algorithm

VersionSourceTypeScoreSeverityVector
4.0[email protected]Secondary2.9LOWCVSS: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/C...
4.0CNADECLARED6.3MEDIUMCVSS: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
3.1[email protected]Secondary3.7LOWCVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:L/I:N/A:N
3.1CNADECLARED3.7LOWCVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:L/I:N/A:N/E:P/RL:X/RC:R
3.0CNADECLARED3.7LOWCVSS:3.0/AV:N/AC:H/PR:N/UI:N/S:U/C:L/I:N/A:N/E:P/RL:X/RC:R
2.0[email protected]Secondary2.6AV:N/AC:H/Au:N/C:P/I:N/A:N
2.0CNADECLARED2.6AV:N/AC:H/Au:N/C:P/I:N/A:N/E:POC/RL:ND/RC:UR

CVSS v4.0 Breakdown

Attack Vector
Network
Attack Complexity
High
Attack Requirements
None
Privileges Required
None
User Interaction
None
Confidentiality
Low
Integrity
None
Availability
None
Sub Conf.
None
Sub Integrity
None
Sub Availability
None

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/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X

CVSS v3.1 Breakdown

Attack Vector
Network
Attack Complexity
High
Privileges Required
None
User Interaction
None
Scope
Unchanged
Confidentiality
Low
Integrity
None
Availability
None

CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:L/I:N/A:N

CVSS v3.0 Breakdown

Attack Vector
Network
Attack Complexity
High
Privileges Required
None
User Interaction
None
Scope
Unchanged
Confidentiality
Low
Integrity
None
Availability
None

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

Vendor Declared Affected Products

SourceVendorProductVersionPlatforms
CNA Exo-explore Exo affected 1.0.0 Not specified
CNA Exo-explore Exo affected 1.0.1 Not specified
CNA Exo-explore Exo affected 1.0.2 Not specified
CNA Exo-explore Exo affected 1.0.3 Not specified
CNA Exo-explore Exo affected 1.0.4 Not specified
CNA Exo-explore Exo affected 1.0.5 Not specified
CNA Exo-explore Exo affected 1.0.6 Not specified
CNA Exo-explore Exo affected 1.0.7 Not specified
CNA Exo-explore Exo affected 1.0.8 Not specified
CNA Exo-explore Exo affected 1.0.9 Not specified
CNA Exo-explore Exo affected 1.0.10 Not specified
CNA Exo-explore Exo affected 1.0.11 Not specified
CNA Exo-explore Exo affected 1.0.12 Not specified
CNA Exo-explore Exo affected 1.0.13 Not specified
CNA Exo-explore Exo affected 1.0.14 Not specified
CNA Exo-explore Exo affected 1.0.15 Not specified
CNA Exo-explore Exo affected 1.0.16 Not specified
CNA Exo-explore Exo affected 1.0.17 Not specified
CNA Exo-explore Exo affected 1.0.18 Not specified
CNA Exo-explore Exo affected 1.0.19 Not specified
CNA Exo-explore Exo affected 1.0.20 Not specified
CNA Exo-explore Exo affected 1.0.21 Not specified
CNA Exo-explore Exo affected 1.0.22 Not specified
CNA Exo-explore Exo affected 1.0.23 Not specified
CNA Exo-explore Exo affected 1.0.24 Not specified
CNA Exo-explore Exo affected 1.0.25 Not specified
CNA Exo-explore Exo affected 1.0.26 Not specified
CNA Exo-explore Exo affected 1.0.27 Not specified
CNA Exo-explore Exo affected 1.0.28 Not specified
CNA Exo-explore Exo affected 1.0.29 Not specified
CNA Exo-explore Exo affected 1.0.30 Not specified
CNA Exo-explore Exo affected 1.0.31 Not specified
CNA Exo-explore Exo affected 1.0.32 Not specified
CNA Exo-explore Exo affected 1.0.33 Not specified
CNA Exo-explore Exo affected 1.0.34 Not specified
CNA Exo-explore Exo affected 1.0.35 Not specified
CNA Exo-explore Exo affected 1.0.36 Not specified
CNA Exo-explore Exo affected 1.0.37 Not specified
CNA Exo-explore Exo affected 1.0.38 Not specified
CNA Exo-explore Exo affected 1.0.39 Not specified
CNA Exo-explore Exo affected 1.0.40 Not specified
CNA Exo-explore Exo affected 1.0.41 Not specified
CNA Exo-explore Exo affected 1.0.42 Not specified
CNA Exo-explore Exo affected 1.0.43 Not specified
CNA Exo-explore Exo affected 1.0.44 Not specified
CNA Exo-explore Exo affected 1.0.45 Not specified
CNA Exo-explore Exo affected 1.0.46 Not specified
CNA Exo-explore Exo affected 1.0.47 Not specified
CNA Exo-explore Exo affected 1.0.48 Not specified
CNA Exo-explore Exo affected 1.0.49 Not specified
CNA Exo-explore Exo affected 1.0.50 Not specified
CNA Exo-explore Exo affected 1.0.51 Not specified
CNA Exo-explore Exo affected 1.0.52 Not specified
CNA Exo-explore Exo affected 1.0.53 Not specified
CNA Exo-explore Exo affected 1.0.54 Not specified
CNA Exo-explore Exo affected 1.0.55 Not specified
CNA Exo-explore Exo affected 1.0.56 Not specified
CNA Exo-explore Exo affected 1.0.57 Not specified
CNA Exo-explore Exo affected 1.0.58 Not specified
CNA Exo-explore Exo affected 1.0.59 Not specified
CNA Exo-explore Exo affected 1.0.60 Not specified
CNA Exo-explore Exo affected 1.0.61 Not specified
CNA Exo-explore Exo affected 1.0.62 Not specified
CNA Exo-explore Exo affected 1.0.63 Not specified
CNA Exo-explore Exo affected 1.0.64 Not specified
CNA Exo-explore Exo affected 1.0.65 Not specified
CNA Exo-explore Exo affected 1.0.66 Not specified
CNA Exo-explore Exo affected 1.0.67 Not specified
CNA Exo-explore Exo affected 1.0.68 Not specified
CNA Exo-explore Exo affected 1.0.69 Not specified
CNA Exo-explore Exo affected 1.0.70 Not specified
CNA Exo-explore Exo affected 1.0.71 Not specified

References

ReferenceSourceLinkTags
vuldb.com/vuln/376321/cti [email protected] vuldb.com
github.com/exo-explore/exo/pull/2152 [email protected] github.com
vuldb.com/cve/CVE-2026-14738 [email protected] vuldb.com
github.com/exo-explore/exo [email protected] github.com
vuldb.com/vuln/376321 [email protected] vuldb.com
vuldb.com/submit/848737 [email protected] vuldb.com
github.com/exo-explore/exo/issues/2151 [email protected] github.com
CVE Program record CVE.ORG www.cve.org canonical
NVD vulnerability detail NVD nvd.nist.gov canonical, analysis

Vendor Comments And Credit

Discovery Credit

CNA: Dem0 (VulDB User) (en)

CNA: VulDB CNA Team (en)

Additional Advisory Data

SourceTimeEvent
CNA2026-07-04T00:00:00.000ZAdvisory disclosed
CNA2026-07-04T02:00:00.000ZVulDB entry created
CNA2026-07-04T11:11:16.000ZVulDB entry last update
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