Cyber Resilience

CVE-2024-45846

RCE in Mindsdb 23.10.3.0 – 24.7.4.1

Public PoCRCE
Published
12 September 2024
Modified
16 September 2024
CVSS Score v3.1 8.8
Click a component to see what it means
Raw vectorCVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
EPSS Score 0.021 80th percentile
Risk Priority 68 floored blend · peak EPSS

Summary

CVE-2024-45846 is a high-severity Eval Injection (CWE-95) vulnerability in Mindsdb Mindsdb. Its CVSS base score is 8.8 (High).

Operationally, exploitation aligns with the MITRE ATT&CK technique JavaScript (T1059.007); ranked in the top 20% of CVEs by exploit likelihood; it is not currently listed in the CISA KEV catalog; a public proof-of-concept is referenced.

This vulnerability is AI-related — categorised as Other AI Platforms; in the Other ATLAS/OWASP Terms risk domain.

The strongest mitigations our analysis identified map to SA-11 (Developer Testing and Evaluation) and SI-10 (Information Input Validation) — see the control section below for these in your framework.

OWASP Top 10 for Web (2025)

EU & UK References

Vulnerability Data

An arbitrary code execution vulnerability exists in versions 23.10.3.0 up to 24.7.4.1 of the MindsDB platform, when the Weaviate integration is installed on the server. If a specially crafted ‘SELECT WHERE’ clause containing Python code is run against a database…

more

created with the Weaviate engine, the code will be passed to an eval function and executed on the server.

CWE(s)

AI Security AnalysisAI

AI Category
Other AI Platforms
Risk Domain
Other ATLAS/OWASP Terms
OWASP Top 10 for LLMs 2025
None mapped
Classification Reason
MindsDB is an AI/ML platform (AutoML for developers) that integrates with vector databases like Weaviate, ChromaDB, and others for AI applications such as embeddings and similarity search, fitting the 'Other Platforms' category as an enterprise AI platform.

Related Threats

MITRE ATT&CK Enterprise Techniques

T1059.007 JavaScript Execution
Adversaries may abuse various implementations of JavaScript for execution.
T1059 Command and Scripting Interpreter Execution
Adversaries may abuse command and script interpreters to execute commands, scripts, or binaries.
T1059.001 PowerShell Execution
Adversaries may abuse PowerShell commands and scripts for execution.
T1059.002 AppleScript Execution
Adversaries may abuse AppleScript for execution.
T1059.004 Unix Shell Execution
Adversaries may abuse Unix shell commands and scripts for execution.
T1059.005 Visual Basic Execution
Adversaries may abuse Visual Basic (VB) for execution.
Derived from this CVE’s CWE(s) via the direct CWE→ATT&CK cross-walk.

CVEs Like This One

CVE-2024-45847Same product: Mindsdb Mindsdb
CVE-2024-45851Same product: Mindsdb Mindsdb
CVE-2024-45848Same product: Mindsdb Mindsdb
CVE-2024-45850Same product: Mindsdb Mindsdb
CVE-2024-45849Same product: Mindsdb Mindsdb
CVE-2023-49796Same product: Mindsdb Mindsdb
CVE-2024-45854Same product: Mindsdb Mindsdb
CVE-2024-45852Same product: Mindsdb Mindsdb
CVE-2024-45855Same product: Mindsdb Mindsdb
CVE-2024-45853Same product: Mindsdb Mindsdb

Affected Assets

mindsdb
mindsdb
23.10.3.0 — 24.7.4.1

Mitigating Controls

Control response

Prevent
Stop it (NIST 800-53)

Detect
Catch it (NIST detect / respond)

Harden
Shrink the surface (DISA STIG)

Validate
Prove the fix (OWASP ASVS)
  • V1.3.1
  • V1.3.2

Mitigating Controls (NIST 800-53 r5) AI

Developer testing and code analysis can discover eval-injection flaws but does not stop their introduction.

Input validation explicitly requires neutralizing untrusted data before it reaches dynamic evaluation constructs such as eval.

Least privilege limits the damage an injected code fragment can perform once executed.

Secure-development standards and tools can mandate safe coding patterns that avoid unsafe dynamic evaluation.

Mitigating Controls (NIST CSF 2.0) AI

Derived directly from the weakness types (CWEs) cited in the NVD entry via our AI-authored CWE→CSF cross-walk (authority under review) — links open the control.

PR.PS-06 mostly match
prevents

Secure SDLC practices directly require input neutralization and avoidance of unsafe dynamic evaluation.

PR.DS-10 none match
prevents

PR.DS-10 protects runtime data confidentiality/integrity but has no bearing on neutralizing externally influenced input during code generation, so neither direction shows any preventive effect.

Mitigating Controls (ISO/IEC 27001:2022 Annex A) AI

Derived directly from the weakness types (CWEs) cited in the NVD entry via our AI-authored CWE→ISO cross-walk (authority under review) — links open the control.

finds

Security testing in development can detect eval injection vulnerabilities before deployment.

prevents

Secure development life cycle mandates input validation and safe coding practices that directly prevent eval injection.

prevents

Application security requirements include rules against dynamic code execution of untrusted input.

prevents

Secure architecture principles discourage unsafe dynamic evaluation constructs.

prevents

Secure coding explicitly requires neutralization of input before dynamic evaluation, directly mitigating eval injection.

none

Separation of environments limits the blast radius if eval injection occurs in non-production.

References