Platform
nvidia
Component
megatron-bridge
Fixed in
0.2.3
CVE-2025-33240 describes a code injection vulnerability discovered in NVIDIA Megatron Bridge, a tool used for distributed training of large language models. This flaw resides within a data shuffling tutorial and allows an attacker to inject malicious code through crafted input. Affected versions include all releases prior to 0.2.2. A patch addressing this issue has been released in version 0.2.2.
The primary impact of CVE-2025-33240 is the potential for arbitrary code execution within the context of the Megatron Bridge environment. An attacker could leverage this vulnerability to gain control over the system running the tutorial, potentially leading to privilege escalation if the process is running with elevated permissions. Data disclosure is also a significant risk, as an attacker could access sensitive training data or model parameters. Furthermore, the attacker could tamper with the training process, potentially corrupting the model or introducing biases. The blast radius extends to any environment utilizing the vulnerable tutorial, particularly those handling sensitive data or critical infrastructure.
CVE-2025-33240 was publicly disclosed on 2026-02-18. The vulnerability's presence in a tutorial suggests a lower probability of active exploitation compared to vulnerabilities in core components, but the potential for code execution remains significant. There is no indication of this vulnerability being added to the CISA KEV catalog or being actively exploited in the wild at this time. Public proof-of-concept code is currently unavailable.
Exploit Status
EPSS
0.02% (6% percentile)
CISA SSVC
CVSS Vector
The primary mitigation for CVE-2025-33240 is to immediately upgrade NVIDIA Megatron Bridge to version 0.2.2 or later. If an upgrade is not immediately feasible due to compatibility concerns or breaking changes, carefully review the tutorial code for any user-supplied input that could be exploited. Input sanitization and validation are crucial. Consider isolating the tutorial execution environment to limit the potential impact of a successful exploit. While a WAF is unlikely to be effective here, restricting access to the tutorial endpoint could reduce the attack surface. There are no specific Sigma or YARA rules available at this time.
Update NVIDIA Megatron Bridge to version 0.2.2 or later. This will correct the code injection vulnerability in the data shuffling tutorial. The update can be performed through the package manager used to install the library.
Vulnerability analysis and critical alerts directly to your inbox.
CVE-2025-33240 is a code injection vulnerability in NVIDIA Megatron Bridge versions prior to 0.2.2, allowing malicious input in a tutorial to potentially execute arbitrary code.
You are affected if you are using NVIDIA Megatron Bridge versions prior to 0.2.2 and are running the vulnerable data shuffling tutorial.
Upgrade NVIDIA Megatron Bridge to version 0.2.2 or later. If immediate upgrade is not possible, sanitize user input in the tutorial code.
There is currently no indication that CVE-2025-33240 is being actively exploited in the wild.
Refer to the NVIDIA security bulletin for details: [https://nvidia.github.io/megatron-bridge/security/advisories/CVE-2025-33240](https://nvidia.github.io/megatron-bridge/security/advisories/CVE-2025-33240)
Upload your dependency file and we'll tell you instantly if this and other CVEs hit you.