Skip to main content

AI / ML CVE-2026-32626

| EUVDEUVD-2026-12105 CRITICAL
Cross-site Scripting (XSS) (CWE-79)
2026-03-13 GitHub_M
9.6
CVSS 3.1 · GitHub Advisory
View

Attack ChainAIDerived

Hypothetical attack flow derived from CVE metadata – not a confirmed exploit chain

  1. Access
    Craft malicious markdown in chat message
  2. Delivery
    XSS payload injected into image alt attribute
  3. Exploit
    Execute JavaScript in Electron context
  4. Execution
    Access Node.js APIs
  5. Impact
    Execute arbitrary code on host OS

Vulnerability Assessment

Weakness
CWE
OWASP Top 10:2025
A05:2025 - Injection
ASVS 5.0
V1 - Encoding and Sanitization Output encoding, context-aware escaping
MITRE ATT&CK

2 techniques across 2 tactics: Initial Access, Execution

The technique list with ATT&CK links and the kill-chain view is part of the Basic plan and up.

Exploitation Conditions

AnythingLLM Desktop version 1.11.1 or earlier with default Electron configuration. Requires user to send or receive a chat message containing the malicious markdown payload. No authentication required.

Impact

CVSS 9.6. AI platform.

Exploit ScenarioDerived

XSS in AI chat interface.

Act Now Prioritize within 24-48h. Why: CRITICAL severity.
No patch listed yet 0.2% exploitation probability (EPSS)

Get an e-mail when this CVE is exploited, patched or re-scored. Free account.

Alert me

AnalysisAIv1 – Mar 13, 2026

XSS in AnythingLLM 1.11.1 and earlier.

Earlier versions of this analysis (1)
v1 Mar 13, 2026 - 21:01 CVSS 9.6

XSS in AnythingLLM.

RemediationAI

Update.

Affected VersionsENISA

anything-llm ≤ 1.11.1

Affected Packages

euvd anything_llm no fix

Source: OSV (Open Source Vulnerabilities)

Affects your stack

Affects 1 package in euvd

Checking this CVE against your own stacks and servers is part of the Basic plan and up.

Technical ContextAI · show details

CWE-79.

Know when AI / ML gets its next vulnerability

  • Watch products and get an email when something new is published
  • Check this CVE against your own stack and servers
  • Exploit and PoC references, threat intelligence from 22 sources

No credit card · 7-day full trial

Severity by source

GitHub Advisory PRIMARY 9.6 CRITICAL
AV:N/AC:L/PR:N/UI:R/S:C/C:H/I:H/A:H

Primary rating from GitHub Advisory · only source for this CVE.

CVSS VectorGitHub Advisory

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

DescriptionGitHub Advisory

AnythingLLM is an application that turns pieces of content into context that any LLM can use as references during chatting. In 1.11.1 and earlier, AnythingLLM Desktop contains a Streaming Phase XSS vulnerability in the chat rendering pipeline that escalates to Remote Code Execution on the host OS due to insecure Electron configuration. This works with default settings and requires no user interaction beyond normal chat usage. The custom markdown-it image renderer in frontend/src/utils/chat/markdown.js interpolates token.content directly into the alt attribute without HTML entity escaping. The PromptReply component renders this output via dangerouslySetInnerHTML without DOMPurify sanitization - unlike HistoricalMessage which correctly applies DOMPurify.sanitize().

Executive ViewAI

Why It Matters

AnythingLLM Desktop users running version 1.11.1 or earlier face critical risk of complete system compromise through malicious chat messages, with attackers able to execute arbitrary code without user interaction beyond viewing responses. Organizations deploying this application should treat this as an immediate threat to endpoint security and data confidentiality.

Business Impact: Severe
Compensating Controls

No patch currently available. Interim mitigations: (1) Disable AnythingLLM Desktop or restrict to air-gapped networks with no internet access; (2) Prohibit use with untrusted or external chat data sources; (3) Implement application whitelisting to prevent code execution from AnythingLLM processes; (4) Monitor for unsigned executable spawning from AnythingLLM via EDR; (5) Isolate affected endpoints on restricted network segments; (6) Require multi-factor authentication and activity logging for all system-level operations during interim period.

Threat Intelligence Overview

EPSS Score
0.2%
Top 64% exploitable
Data Quality
5 sources
Confidence: Medium

How this decision was reached

The engine reads each signal below and applies a fixed list of rules from top to bottom. The first rule that matches sets the recommended action – like a statement, every line is shown.

SignalValue
Severity CRITICAL
CISA KEV No
Public POC No
EPSS 0.2%
Patch available No
Active threat No
Deciding rule
CRITICAL severity
What every action level means
Emergency Immediate action required. Criteria: CRITICAL + in CISA KEV (actively exploited) without patch, OR CRITICAL + EPSS > 30% without patch, OR CRITICAL + active threat signals without patch.
Act Now Prioritize within 24-48h. Criteria: in KEV with patch available, OR CRITICAL + public POC, OR HIGH + EPSS > 10%, OR CRITICAL + active threat, OR any CRITICAL severity.
This Week Schedule remediation this week. Criteria: HIGH severity (CVSS 7.0-8.9). Patch within normal change window.
This Month Plan within 30 days. Criteria: MEDIUM severity (CVSS 4.0-6.9), lower exploitation probability. Include in regular patch cycle.
Monitor Track and reassess. Criteria: LOW severity (CVSS 0.1-3.9), minimal exploitation risk. No immediate action needed.

SSVC AssessmentENISA

SSVC Decision· derived
Scheduled
Exploitation· derived
None
System Exposure· derived
Open
Automatable· derived
No
Human Impact
Very High

Priority Score

48
Low Medium High Critical
KEV: 0
EPSS: 0
CVSS: +48
PoC: 0
Weaponized: 0
Threat intel: 0
Gov advisory: 0

Attack Technique

Cross-Site Scripting occurs when an application accepts untrusted data and sends it to a web browser without proper validation or encoding.

Remote Code Execution represents the critical moment when an attacker successfully runs arbitrary code on a target system without physical access.

Related Vulnerabilities in AnythingLLM Authentication Bypass and XSS

View all 3
CVE-2026-23744 CRITICAL POC
9.8 Jan 16

MCPJam Inspector versions 1.4.2 and earlier allow unauthenticated remote code execution through missing authentication i

CVE-2026-0768 CRITICAL POC
9.8 Jan 23

Langflow has a code injection vulnerability in the code component (EPSS 2.6%) enabling remote code execution through the

CVE-2026-0769 CRITICAL POC
9.8 Jan 23

Langflow has an eval injection in eval_custom_component_code (EPSS 2.0%) enabling remote code execution through crafted

CVE-2024-8859 HIGH POC
7.5 Mar 20

A path traversal vulnerability exists in mlflow/mlflow version 2.15.1. Rated high severity (CVSS 7.5), this vulnerabilit

CVE-2026-27966 CRITICAL POC
9.8 Feb 26

Code injection in Langflow CSV Agent node before 1.8.0. The node hardcodes allow_dangerous_code=True, enabling arbitrary

CVE-2026-27597 CRITICAL POC
10.0 Feb 25

Sandbox escape in Enclave JavaScript sandbox before 2.11.1. Enclave is designed for safe AI agent code execution — the e

CVE-2026-22686 CRITICAL POC
10.0 Jan 14

enclave-vm JavaScript sandbox (before 2.7.0) has a critical sandbox escape. When a tool invocation fails, a host-side Er

CVE-2025-2828 CRITICAL POC
10.0 Jun 23

A remote code execution vulnerability in langchain-ai/langchain (CVSS 10.0). Risk factors: public PoC available. Vendor

CVE-2026-1470 CRITICAL POC
9.9 Jan 27

n8n has a fifth critical RCE vulnerability (CVSS 9.9) in the Expression evaluator, enabling code execution through craft

CVE-2026-24770 CRITICAL POC
9.8 Jan 27

Path traversal vulnerability in RAGFlow RAG engine version 0.23.1 allows unauthenticated attackers to read arbitrary fil

CVE-2026-22688 CRITICAL POC
9.9 Jan 10

WeKnora LLM framework (before 0.2.5) allows authenticated users to inject MCP stdio commands that the server executes as

CVE-2026-30861 CRITICAL POC
9.9 Mar 07

OS command injection in WeKnora from version 0.2.5 allows authenticated users to execute arbitrary system commands. CVSS

This site uses cookies essential for authentication and security. No tracking or analytics cookies are used. Privacy Policy