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CVE-2024-21649: CWE-94: Improper Control of Generation of Code ('Code Injection') in vantage6 vantage6

High
VulnerabilityCVE-2024-21649cvecve-2024-21649cwe-94
Published: Tue Jan 30 2024 (01/30/2024, 15:33:03 UTC)
Source: CVE Database V5
Vendor/Project: vantage6
Product: vantage6

Description

The vantage6 technology enables to manage and deploy privacy enhancing technologies like Federated Learning (FL) and Multi-Party Computation (MPC). Prior to 4.2.0, authenticated users could inject code into algorithm environment variables, resulting in remote code execution. This vulnerability is patched in 4.2.0.

AI-Powered Analysis

AILast updated: 07/08/2025, 01:39:56 UTC

Technical Analysis

CVE-2024-21649 is a high-severity vulnerability affecting vantage6, a platform designed to manage and deploy privacy-enhancing technologies such as Federated Learning (FL) and Multi-Party Computation (MPC). The vulnerability is classified under CWE-94, which pertains to improper control of code generation, commonly known as code injection. Specifically, in vantage6 versions prior to 4.2.0, authenticated users could inject malicious code into algorithm environment variables. These environment variables are used to configure or influence the execution context of algorithms running within vantage6. Because the platform did not properly sanitize or restrict the content of these environment variables, attackers with valid credentials could craft input that would be executed as code, leading to remote code execution (RCE). This means an attacker could execute arbitrary commands or code on the server hosting vantage6, potentially gaining control over the system, accessing sensitive data, or disrupting services. The vulnerability requires authentication but no user interaction beyond that, and the attack can be performed remotely over the network. The CVSS v3.1 score is 8.8, reflecting high impact on confidentiality, integrity, and availability, with low attack complexity and no user interaction required. The vulnerability was patched in vantage6 version 4.2.0, and users are strongly advised to upgrade to this or later versions to mitigate the risk. No known exploits in the wild have been reported yet, but the nature of the vulnerability and its high severity suggest it could be a valuable target for attackers aiming to compromise systems running vantage6.

Potential Impact

For European organizations, the impact of CVE-2024-21649 can be significant, especially for those involved in research, healthcare, finance, or any sector leveraging privacy-preserving technologies like Federated Learning and MPC. vantage6 is used to enable collaborative data analysis without exposing raw data, which is critical for compliance with stringent European data protection regulations such as GDPR. Exploitation of this vulnerability could lead to unauthorized access to sensitive datasets, manipulation of analytical results, or disruption of collaborative workflows. This could result in data breaches, loss of intellectual property, regulatory fines, reputational damage, and operational downtime. Since the vulnerability allows remote code execution, attackers could pivot within networks, escalate privileges, or deploy ransomware. The requirement for authentication limits exposure somewhat but does not eliminate risk, as credential compromise or insider threats could facilitate exploitation. Organizations relying on vantage6 for secure multi-party computations must prioritize patching to maintain trust and compliance.

Mitigation Recommendations

1. Immediate upgrade to vantage6 version 4.2.0 or later, where the vulnerability is patched. 2. Implement strict access controls and monitoring for vantage6 user accounts to prevent unauthorized authentication. 3. Employ multi-factor authentication (MFA) to reduce the risk of credential compromise. 4. Conduct regular audits of environment variable configurations and algorithm deployment parameters to detect anomalous or unauthorized changes. 5. Use network segmentation to isolate vantage6 servers from broader enterprise networks, limiting potential lateral movement in case of compromise. 6. Monitor system and application logs for unusual activity indicative of code injection attempts or exploitation. 7. Educate administrators and users about the risks of code injection and the importance of secure credential management. 8. If upgrading immediately is not feasible, consider temporary compensating controls such as restricting access to vantage6 interfaces and disabling non-essential features that accept environment variables.

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Technical Details

Data Version
5.1
Assigner Short Name
GitHub_M
Date Reserved
2023-12-29T16:10:20.366Z
Cvss Version
3.1
State
PUBLISHED

Threat ID: 683879c8182aa0cae28296a0

Added to database: 5/29/2025, 3:14:16 PM

Last enriched: 7/8/2025, 1:39:56 AM

Last updated: 7/27/2025, 2:10:22 PM

Views: 11

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