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LoLLMs CVE-2026-10595

| EUVDEUVD-2026-54864 HIGH
Relative Path Traversal (CWE-23)
2026-08-09 @huntr_ai GHSA-37c2-pxv8-c2mx
7.5
CVSS 3.0 · Vendor: huntr_ai
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Severity by source

Vendor (huntr_ai) PRIMARY
7.5 HIGH
AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N
vuln.today AI
7.5 HIGH

Network-reachable HTTP endpoint (AV:N), no authentication or configuration prerequisite (PR:N, AC:L), read-only arbitrary file disclosure (C:H, I:N, A:N).

3.1 AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N
4.0 AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:N/VA:N/SC:N/SI:N/SA:N

Primary rating from Vendor (huntr_ai).

CVSS VectorVendor: huntr_ai

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

Lifecycle Timeline

4
Patch available
Aug 09, 2026 - 05:01 EUVD
Source Code Evidence Fetched
Aug 09, 2026 - 04:28 vuln.today
Analysis Generated
Aug 09, 2026 - 04:28 vuln.today
CVE Published
Aug 09, 2026 - 03:52 cve.org
HIGH 7.5

DescriptionCVE.org

A path traversal vulnerability exists in parisneo/lollms version 2.1.0, specifically in the SPA catch-all route implemented in backend/routers/ui.py. The vulnerability arises from the improper handling of user-controlled path input, which is directly joined into a filesystem path without sanitization or containment checks. URL-encoded dot-dot sequences (%2e%2e) bypass Starlette's built-in path normalization and are resolved by Python's pathlib, allowing an unauthenticated attacker to read arbitrary files on the server. This issue has been resolved in version 3.

AnalysisAI

Path traversal in parisneo/lollms 2.1.0 exposes arbitrary server files to unauthenticated remote attackers via the SPA catch-all route in backend/routers/ui.py. URL-encoded dot-dot sequences (%2e%2e) bypass Starlette's built-in path normalization and are decoded by Python's pathlib.resolve(), allowing directory escape from the static file root with no privileges or user interaction required. …

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Attack ChainAIDerived

Hypothetical attack flow derived from CVE metadata

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Vulnerability AssessmentAI

Exploitation No special conditions are required - the CVSS vector PR:N/UI:N/AC:L confirms unauthenticated, zero-interaction exploitation against any network-reachable LoLLMs 2.1.0 instance running the default configuration. … Additional conditions and limiting factors are described in the full assessment.
Risk Assessment The CVSS 3.0 vector AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N accurately reflects the exploitability profile: the attack is fully remote, requires zero authentication or user interaction, and has low complexity - all characteristics that make it trivially automatable. … Full risk analysis with EPSS, KEV, and SSVC signal comparison available after sign-in.
Exploit Scenario Full exploit scenario with step-by-step reproduction available after sign-in.
Remediation Upgrade to LoLLMs version 3 or later, which enforces filesystem containment via `Path.resolve()` and `is_relative_to()` in the SPA catch-all route. … Detailed patch versions, workarounds, and compensating controls in full report.

Recommended ActionAI

Within 24 hours, complete an asset inventory of all lollms 2.1.0 instances across production and staging environments and restrict network access through firewall rules or network segmentation-disable internet-facing exposure if operationally feasible. …

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CVE-2026-10595 vulnerability details – vuln.today

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