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NVIDIA Triton Inference Server CVE-2026-24213

| EUVDEUVD-2026-31055 CRITICAL
Out-of-bounds Read (CWE-125)
2026-05-20 nvidia GHSA-3vpm-cx76-554p
9.8
CVSS 3.1 · NVD
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Severity by source

NVD PRIMARY
9.8 CRITICAL
AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H

Primary rating from NVD · only source for this CVE.

CVSS VectorNVD

Attack Vector
Network
Attack Complexity
Low
Privileges Required
None
User Interaction
None
Scope
Unchanged
Confidentiality
High
Integrity
High
Availability
High

Lifecycle Timeline

4
Re-analysis Queued
Jul 24, 2026 - 10:22 vuln.today
cvss_changed
Severity Changed
Jul 24, 2026 - 10:22 NVD
HIGH CRITICAL
CVSS changed
Jul 24, 2026 - 10:22 NVD
8.0 (HIGH) 9.8 (CRITICAL)
Analysis Generated
May 20, 2026 - 04:02 vuln.today

DescriptionNVD

NVIDIA Triton Inference Server contains a vulnerability in the DALI backend where an attacker could cause an out-of-bounds read. A successful exploit of this vulnerability might lead to code execution, data tampering, denial of service, or information disclosure.

AnalysisAI

Out-of-bounds read in the DALI backend of NVIDIA Triton Inference Server allows authenticated remote attackers to trigger memory disclosure that may escalate to code execution, data tampering, or denial of service. The flaw carries a CVSS 8.0 (High) rating reflecting low-privilege network access with required user interaction, and no public exploit identified at time of analysis. NVIDIA has published a security bulletin addressing the issue.

Technical ContextAI

NVIDIA Triton Inference Server is an open-source inference-serving platform used to deploy AI/ML models at scale across GPU and CPU environments, exposing HTTP/gRPC endpoints for model execution. The vulnerable component is the DALI (Data Loading Library) backend, which handles preprocessing pipelines such as image decoding and tensor transformations for ML inference. The root cause is CWE-125 (Out-of-bounds Read), where the DALI backend reads memory outside the bounds of an allocated buffer - typically caused by missing or incorrect length validation when parsing attacker-influenced input tensors or request payloads. Such reads can leak adjacent heap memory and, depending on subsequent processing, corrupt internal state in ways that lead to arbitrary code execution within the Triton server process. The affected CPE is cpe:2.3:a:nvidia:triton_inference_server.

RemediationAI

Patch available per vendor advisory - administrators should consult NVIDIA Security Bulletin ID 5828 at https://nvidia.custhelp.com/app/answers/detail/a_id/5828 for the exact fixed Triton Inference Server version and upgrade accordingly; the precise patched version is not enumerated in the provided intelligence and should be confirmed against that bulletin before deployment. Where immediate upgrade is not feasible, compensating controls include unloading or disabling the DALI backend in Triton's model repository configuration (trade-off: any model pipeline depending on DALI preprocessing will fail to load and must be re-implemented with an alternative backend), restricting Triton's HTTP/gRPC endpoints to trusted networks and authenticated internal callers only via network segmentation or an authenticating reverse proxy (trade-off: breaks any legitimate external inference consumers), and validating or sandboxing incoming inference request payloads at an upstream gateway to enforce strict tensor shape and size limits (trade-off: adds latency and requires per-model schema knowledge).

CVE-2026-24207 CRITICAL POC
9.8 May 20

Authentication bypass in NVIDIA Triton Inference Server allows unauthenticated remote attackers to reach protected funct

CVE-2026-47627 CRITICAL
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Path traversal in NVIDIA Triton Inference Server for Linux (CWE-22) lets remote attackers manipulate file paths to reach

CVE-2026-24206 CRITICAL
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Authentication bypass in NVIDIA Triton Inference Server allows remote unauthenticated attackers to circumvent access con

CVE-2026-24214 CRITICAL
9.8 May 20

Integer overflow in the DALI backend of NVIDIA Triton Inference Server allows authenticated remote attackers to trigger

CVE-2024-0087 HIGH
8.8 May 14

NVIDIA Triton Inference Server for Linux contains a vulnerability where a user can set the logging location to an arbitr

CVE-2024-0100 HIGH
8.1 May 14

NVIDIA Triton Inference Server for Linux contains a vulnerability in the tracing API, where a user can corrupt system fi

CVE-2024-0088 HIGH
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NVIDIA Triton Inference Server for Linux contains a vulnerability in shared memory APIs, where a user can cause an impro

CVE-2026-24264 HIGH
7.5 Jul 01

Denial of service in NVIDIA Triton Inference Server for Linux allows remote unauthenticated attackers to exhaust server

CVE-2026-24266 HIGH
7.5 Jul 01

Denial of service in NVIDIA Triton Inference Server for Linux (versions through 26.03) allows a remote attacker to crash

CVE-2026-47629 HIGH
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Denial of service in NVIDIA Triton Inference Server for Linux exposes AI inference infrastructure to remote disruption t

CVE-2026-47628 HIGH
7.5 Aug 18

Unbounded resource allocation in NVIDIA Triton Inference Server for Linux allows remote, unauthenticated attackers to ex

CVE-2026-47476 HIGH
7.5 Jul 14

Denial of service in NVIDIA Triton Inference Server for Linux allows remote unauthenticated attackers to trigger uncontr

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CVE-2026-24213 vulnerability details – vuln.today

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