Severity by source
AV:N/AC:H/PR:N/UI:N/S:U/C:H/I:H/A:H
Network vector and no privileges required are plausible given component fetch over network; AC:H reflects attacker must control supply chain or network path, consistent with SSVC not-automatable and CWE-1357.
Primary rating from Vendor (nvidia).
CVSS VectorNVD
Lifecycle Timeline
6DescriptionNVD
NVIDIA Dynamo for Linux examples and recipes contain a vulnerability where an attacker could cause a system failure. A successful exploit of this vulnerability might lead to code execution, data tampering, denial of service, and information disclosure.
AnalysisAI
Remote code execution, data tampering, denial of service, and information disclosure are possible through vulnerabilities in NVIDIA Dynamo for Linux examples and recipes, affecting all versions through v1.1.0. The root cause is CWE-1357 (Relies on Insufficiently Trustworthy Component), meaning the examples or recipes bundle or reference a dependency or component without adequate integrity or trust verification, enabling an attacker to exploit that trust boundary over a network. No public exploit code exists and no active exploitation has been confirmed; EPSS places probability at 0.36% (29th percentile) and SSVC confirms exploitation status as none with a non-automatable attack path, suggesting low near-term weaponization risk despite the high CVSS base score.
Technical ContextAI
NVIDIA Dynamo is an open-source AI inference framework targeting high-performance LLM and ML serving workloads on Linux. The vulnerability resides specifically in its bundled examples and recipes - sample code, configuration files, or scripts intended to demonstrate usage - rather than in the core inference engine itself. CWE-1357 (Relies on Insufficiently Trustworthy Component) indicates that these examples or recipes depend on or invoke an external or third-party component whose authenticity, integrity, or behavior cannot be adequately verified. This class of weakness commonly manifests as dependency confusion, supply-chain substitution, unsigned package fetching, or use of untrusted configuration-driven execution paths. The affected CPE cpe:2.3:a:nvidia:dynamo:*:*:*:*:*:*:*:* covers the full version range from initial release through v1.1.0 on Linux. The CVSS vector AV:N/AC:H/PR:N/UI:N reflects that exploitation is network-reachable but requires specific conditions or configuration to trigger the untrusted component path.
RemediationAI
Consult the NVIDIA product security advisory at https://github.com/NVIDIA/product-security/tree/main/2026/5842 for authoritative patch guidance; no explicit fixed version number is present in the currently available intelligence, so a patch version cannot be independently confirmed at this time - treat any version beyond v1.1.0 with caution until NVIDIA formally documents it as the remediated release. As an immediate compensating control, avoid running Dynamo examples or recipes in production, shared-network, or multi-tenant environments, as the vulnerable surface is confined to those components; restricting them to isolated development hosts removes network-reachable exposure. If examples must be used, audit all external dependencies fetched by those scripts and enforce checksum or signature verification before execution. Disabling or restricting outbound network access from hosts running Dynamo examples reduces the ability of any untrusted component to be fetched or to call back to attacker infrastructure. Monitor the NVIDIA security advisory page for a confirmed patched version and upgrade promptly upon release.
Out-of-bounds write in the multimodal serving topology of NVIDIA Dynamo for Linux allows remote unauthenticated attacker
Deserialization of untrusted data in NVIDIA Dynamo for Linux (versions 0 through v1.1.0) exposes unauthenticated remote
Out-of-bounds write in NVIDIA Dynamo for Linux enables remote unauthenticated attackers to cause denial of service or ta
Path traversal in NVIDIA Dynamo's image loading component on Linux enables unauthenticated remote attackers to read arbi
Hash collision exploitation in NVIDIA Dynamo's multimodal embedding cache on Linux allows unauthenticated remote attacke
Server-side request forgery in NVIDIA Dynamo's Rust multimodal media fetcher (Linux, versions through v1.1.0) allows una
Server-side request forgery via DNS rebinding in NVIDIA Dynamo's multimodal media fetcher exposes internal network resou
Server-side request forgery in NVIDIA Dynamo's multimodal media fetcher (Linux, versions through v1.1.0) allows unauthen
Server-side request forgery in NVIDIA Dynamo for Linux (all versions through v1.1.0) allows unauthenticated remote attac
Server-side request forgery in NVIDIA Dynamo for Linux (versions 0 through v1.1.0) enables unauthenticated remote attack
Server-side request forgery in NVIDIA Dynamo for Linux (versions through v1.1.0) allows unauthenticated remote attackers
Race condition during LoRA manager singleton initialization in NVIDIA Dynamo for Linux (all versions through v1.1.0) all
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External POC / Exploit Code
Leaving vuln.today
EUVD-2026-52814
GHSA-77xh-v3q4-c2c6