CVE-2025-2129 in Mage AI
Summary
by MITRE • 03/09/2025
A vulnerability was found in Mage AI 0.9.75. It has been classified as problematic. This affects an unknown part. The manipulation leads to insecure default initialization of resource. It is possible to initiate the attack remotely. The complexity of an attack is rather high. The exploitability is told to be difficult. The exploit has been disclosed to the public and may be used. The real existence of this vulnerability is still doubted at the moment. After 7 months of repeated follow-ups by the researcher, Mage AI has decided to not accept this issue as a valid security vulnerability and has confirmed that they will not be addressing it.
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Analysis
by VulDB Data Team • 03/09/2025
CVE-2025-2129 represents a security vulnerability within Mage AI version 0.9.75 that involves insecure default initialization of resources, a classification that aligns with CWE-665 improper initialization of resources. This vulnerability falls under the broader category of resource management flaws that can lead to various security consequences including potential privilege escalation or denial of service conditions. The issue manifests in the application's handling of default configurations during initialization phases, where insufficient validation or secure default settings may allow malicious actors to manipulate system resources through remote exploitation vectors. The complexity of exploitation is rated as high, indicating that successful attack requires significant technical expertise and may involve multiple steps or conditions that must be met. The vulnerability's remote attack surface suggests that threat actors could potentially leverage this flaw without requiring physical access to the target system, making it particularly concerning for networked environments.
The technical implementation of this vulnerability involves the insecure default initialization of resources within Mage AI's codebase, which typically occurs when applications fail to properly initialize system resources such as file handles, network connections, memory allocations, or cryptographic components with secure default values. This type of flaw often stems from inadequate input validation, missing security checks during initialization, or failure to implement proper access controls for system resources. The fact that this vulnerability has been publicly disclosed and is considered potentially exploitable indicates that the necessary information for exploitation has been made available to the broader security community. However, the uncertainty surrounding its real existence persists due to the vendor's decision not to accept this issue as a valid security vulnerability, which creates a complex landscape for security professionals attempting to assess risk. This vendor response pattern reflects common challenges in vulnerability disclosure where organizations may disagree with researcher assessments or may not perceive sufficient risk to warrant immediate remediation.
The operational impact of CVE-2025-2129 could potentially manifest in various ways depending on how the insecure resource initialization is leveraged by attackers. If successfully exploited, this vulnerability might allow unauthorized access to system resources, data corruption, or disruption of normal application functionality. The high attack complexity rating suggests that while exploitation is possible, it would require substantial effort and specialized knowledge to achieve successful compromise. The remote exploitability aspect means that attackers could potentially target vulnerable systems from external networks, expanding the potential attack surface significantly. Organizations using Mage AI 0.9.75 should consider the potential risk of this vulnerability and evaluate their current security posture against possible exploitation scenarios. The lack of vendor acknowledgment creates uncertainty for security teams who may need to make decisions about risk mitigation without official vendor support or patching guidance. This situation highlights the importance of maintaining continuous security monitoring and assessment practices, particularly when dealing with vendor disagreements regarding vulnerability validity.
Mitigation strategies for CVE-2025-2129 should focus on defensive measures that can reduce the risk of exploitation even in the absence of official patches. Organizations should implement network segmentation to limit access to systems running Mage AI, deploy intrusion detection systems to monitor for suspicious activity related to resource access patterns, and conduct regular security assessments to identify potential exploitation attempts. Configuration hardening practices should be applied to ensure that default settings are reviewed and secured appropriately, with particular attention to resource initialization parameters. Security teams should also consider implementing application-level monitoring to detect anomalous resource usage patterns that might indicate exploitation attempts. The lack of vendor support for this vulnerability means that organizations may need to develop their own remediation strategies or consider alternative solutions such as upgrading to newer versions of Mage AI if available, or implementing compensating controls to address the potential risk. Additionally, continuous monitoring and threat intelligence gathering should be employed to track any developments regarding this vulnerability, including potential new exploit techniques or vendor responses that might affect risk assessment. This vulnerability underscores the importance of maintaining security awareness and proactive threat hunting activities when dealing with potentially unacknowledged security issues in third-party software components.