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Triton Inference Server CVE-2026-24215

| EUVDEUVD-2026-31053 HIGH
Uncontrolled Resource Consumption (CWE-400)
2026-05-20 nvidia GHSA-f637-j435-xwhv
7.5
CVSS 3.1 · NVD
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Severity by source

NVD PRIMARY
7.5 HIGH
AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/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
None
Integrity
None
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
MEDIUM HIGH
CVSS changed
Jul 24, 2026 - 10:22 NVD
5.7 (MEDIUM) 7.5 (HIGH)
Analysis Generated
May 20, 2026 - 04:05 vuln.today

DescriptionNVD

NVIDIA Triton Inference Server contains a vulnerability in the DALI backend, where an attacker could cause uncontrolled resource consumption. A successful exploit of this vulnerability might lead to denial of service.

AnalysisAI

Uncontrolled resource consumption in NVIDIA Triton Inference Server's DALI backend allows a network-adjacent, low-privileged attacker to exhaust server resources, resulting in denial of service. The vulnerability (CWE-400) is triggered through the DALI data-loading and augmentation backend, requires low privileges and user interaction, and carries a CVSS score of 5.7 (Medium). No public exploit code or CISA KEV listing has been identified at time of analysis, placing this in a monitored-but-not-critical-urgency tier for most deployments.

Technical ContextAI

NVIDIA Triton Inference Server is an open-source inference serving platform supporting multiple ML frameworks. The DALI (Data Loading Library) backend is an NVIDIA-developed accelerated data-loading and preprocessing pipeline used within Triton to handle input data for inference requests. CWE-400 (Uncontrolled Resource Consumption) indicates the root cause is a failure to impose appropriate limits on resource usage - such as CPU cycles, memory, threads, or file handles - when processing attacker-controlled input through the DALI pipeline. The affected scope per CPE (cpe:2.3:a:nvidia:triton_inference_server:*:*:*:*:*:*:*:*) covers all versions of the server application without a defined upper or lower version bound in the available data.

RemediationAI

Patch available per vendor advisory - consult the NVIDIA support article at https://nvidia.custhelp.com/app/answers/detail/a_id/5828 for the specific patched release version, as no exact fix version was included in the available input data. In the interim, if the DALI backend is not required for current inference workloads, disabling or restricting access to DALI-backed model endpoints reduces the attack surface without impacting non-DALI model serving. Access controls should be reviewed to ensure that only trusted, explicitly authorized users hold credentials to submit inference requests against the affected server. Rate-limiting and resource quotas at the infrastructure layer (e.g., Kubernetes resource limits, reverse proxy request throttling) can serve as compensating controls to bound the impact of a resource exhaustion attempt, though these do not eliminate the underlying vulnerability. Network segmentation to prevent untrusted or low-trust users from reaching Triton's API port is recommended as an additional defense layer.

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
9.8 Aug 18

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

CVE-2026-24206 CRITICAL
9.8 May 20

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-2026-24213 CRITICAL
9.8 May 20

Out-of-bounds read in the DALI backend of NVIDIA Triton Inference Server allows authenticated remote attackers to trigge

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
8.1 May 14

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
7.5 Aug 18

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

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CVE-2026-24215 vulnerability details – vuln.today

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