Severity by source
AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:L/A:H
Network-reachable deserialization with no authentication required; impact limited to availability crash and minor integrity tampering, no confidentiality exposure.
Primary rating from Vendor (nvidia).
CVSS VectorVendor: nvidia
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:L/A:H
Lifecycle Timeline
2DescriptionCVE.org
NVIDIA Dynamo for Linux contains a vulnerability where an attacker could cause deserialization of untrusted data. A successful exploit of this vulnerability might lead to denial of service and data tampering.
AnalysisAI
Deserialization of untrusted data in NVIDIA Dynamo for Linux (versions 0 through v1.1.0) exposes unauthenticated remote attackers to denial-of-service conditions and data integrity compromise. The flaw is rooted in CWE-502 - unsafe handling of externally supplied serialized objects - and carries a CVSS 8.2 score driven by a fully unauthenticated, low-complexity network attack vector. …
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Attack ChainAIDerived
Hypothetical attack flow derived from CVE metadata
Vulnerability AssessmentAI
| Exploitation | No special configuration or non-default deployment mode is required beyond network accessibility of the NVIDIA Dynamo service. … Additional conditions and limiting factors are described in the full assessment. |
| Risk Assessment | The CVSS 8.2 base score is driven by AV:N/AC:L/PR:N/UI:N - network-reachable, no complexity, no authentication, no user interaction - which objectively represents a wide attack surface. … Full risk analysis with EPSS, KEV, and SSVC signal comparison available after sign-in. |
| Exploit Scenario | An unauthenticated remote attacker identifies a network-exposed NVIDIA Dynamo endpoint on a Linux host running a version at or below v1.1.0. The attacker crafts a malicious serialized payload and submits it to the service, triggering the unsafe deserialization path and causing either a service crash that takes down the inference pipeline or targeted corruption of in-flight data being processed by the model serving stack. … |
| Remediation | The primary remediation is to upgrade NVIDIA Dynamo beyond v1.1.0; the NVIDIA product security advisory at https://github.com/NVIDIA/product-security/tree/main/2026/5842 should be consulted for the exact fixed release version, as a specific patched version number was not included in the available input data. … Detailed patch versions, workarounds, and compensating controls in full report. |
Recommended ActionAI
Within 24 hours, inventory all NVIDIA Dynamo for Linux instances running versions 0 through v1.1.0 across your environment, with priority mapping of systems exposed to untrusted networks or internet connectivity. …
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Race condition during LoRA manager singleton initialization in NVIDIA Dynamo for Linux (all versions through v1.1.0) all
Same weakness CWE-502 – Deserialization of Untrusted Data
View allSame technique Denial Of Service
View allShare
External POC / Exploit Code
Leaving vuln.today
EUVD-2026-52818
GHSA-xc2p-88hh-m8f9