CVE-2024-4326Public exploitNetwork attack vector

Unauthenticated code execution via mutable security settings

Published May 16, 2024 · Updated Aug 1, 2024

Configuration manipulation in ParisNeo LoLLMs WebUI before 9.5 allows remote attackers to execute arbitrary code without authentication. The /apply_settings endpoint accepts attacker-controlled host and code-safety settings, creating a delay before /execute_code enforces them. A network-reachable WebUI is sufficient; the attacker sets the host to localhost, enables execution, disables validation, and submits arbitrary commands during the enforcement gap.

CVSS severity9.8
Critical
EPSS probability0.97%
Next 30 days · Sep 16, 2026
Known exploitationUnconfirmed
Based on sourced intelligence
Hinoki checkNot available
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Summary

What happened

Configuration manipulation in ParisNeo LoLLMs WebUI before 9.5 allows remote attackers to execute arbitrary code without authentication. The /apply_settings endpoint accepts attacker-controlled host and code-safety settings, creating a delay before /execute_code enforces them. A network-reachable WebUI is sufficient; the attacker sets the host to localhost, enables execution, disables validation, and submits arbitrary commands during the enforcement gap.

The record

CVE
CVE-2024-4326
Published
May 16, 2024
Updated
Aug 1, 2024
Vendor
ParisNeo
Product
LoLLMs WebUI
Classifications
CWE-15, T1190
Attack vector
network
Privileges
unauthenticated

Timeline

How it unfolded

  1. May 16, 2024CVE publishedPublication date reported by the CVE source.
  2. Aug 1, 2024Record updatedLatest update available in the CVE record.

Exploitability

Present is not the same as exploitable

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Is a vulnerable build present?

Compare these published version ranges with your installed build and any vendor patches.

  1. Affected versionversion=0 <9.5
  2. Affected versionversion=unspecified <9.5

What conditions does exploitation require?

Attack vectornetwork
Required privilegesunauthenticated

What is affected?

ParisNeo · LoLLMs WebUIversion=0 <9.5; version=unspecified <9.5

Published CVSS scores

9.8huntr.devCVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H

CVSS describes severity. EPSS estimates exploitation probability.

Attacks

What attackers are doing with it

Daily unique IPs observed by Shadowserver honeypots for known exploited vulnerabilities (KEVs). Missing observations do not establish an absence of attacks.

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No observations available

Sep 10, 2026Sep 16, 2026
Latest reporting daySep 16, 2026
Latest daily unique IPsUnavailable
Prior 30-day averageUnavailable
SourceShadowserver honeypots (KEV)
Vectornetwork
Privilegesunauthenticated
Known exploitationUnconfirmed
Public exploitPublished

Weakness, pattern, technique

CWE-15External Control of System or Configuration Setting
T1190Exploit Public-Facing Application

Public exploit references

Labels summarize the accepted research assessment. They do not indicate a test against your environment.

Technologies

Your stack

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Your stack

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