Security Bulletin: NVIDIA Triton Inference Server - June 2026

NVIDIA has released a software update for NVIDIA® Triton Inference Server. To protect your system, clone or update this software to Triton Server r26.04 or later from the NVIDIA Triton Inference Server GitHub repo. Go to NVIDIA Product Security. Details The following table summarizes the potentia...

CVE-2026-53538 vulnerabilities

Vulnerabilities for packages: litellm, tritonserver-backend-vllm-cuda-12.9, wazuh-manager, wazuh-manager-fips, airflow-postgres-fips, airflow-core, airflow...

GHSA-2FQR-MR3J-6WP8 vulnerabilities

Vulnerabilities for packages: mlflow, mlflow-fips, request-1276, authentik-fips, authentik, tritonserver-backend-vllm-cuda-12.9, text-generation-inference, lmcache-cuda-12.8, awx, apache-beam-python-3.11-sdk, py3-vllm-cuda-13.0, apache-beam-python-3.12-sdk, py3-vllm-cuda-12.9,...

CVE-2026-24147

NVIDIA Triton Inference Server contains a vulnerability in triton server where an attacker may cause an information disclosure by uploading a model configuration. A successful exploit of this vulnerability may lead to information disclosure or denial of service...

CVE-2026-24208

NVIDIA Triton Inference Server contains a vulnerability where an attacker could cause a path traversal issue. A successful exploit of this vulnerability might lead to denial of service...

CVE-2026-24215

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...

CVE-2026-24214

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

CVE-2026-24173

NVIDIA Triton Inference Server contains a vulnerability where an attacker could cause a server crash by sending a malformed request to the server. A successful exploit of this vulnerability might lead to denial of service...

CVE-2026-24210

NVIDIA Triton Inference Server contains a vulnerability where an attacker could cause an integer overflow. A successful exploit of this vulnerability might lead to denial of service...

CVE-2026-24209

NVIDIA Triton Inference Server contains a vulnerability where an attacker could cause a path traversal issue. A successful exploit of this vulnerability might lead to denial of service...

CVE-2026-24207

NVIDIA Triton Inference Server contains a vulnerability where an attacker could cause an authentication bypass. A successful exploit of this vulnerability might lead to code execution, escalation of privileges, data tampering, denial of service, or information disclosure...

CVE-2026-24146

NVIDIA Triton Inference Server contains a vulnerability where insufficient input validation and a large number of outputs could cause a server crash. A successful exploit of this vulnerability might lead to denial of service...

CVE-2026-24213

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...

Improper Integrity Verification

Amazon SageMaker Python SDK is vulnerable to improper integrity verification. The vulnerability is due to missing integrity verification in the Triton inference handler, which allows an authenticated attacker with S3 write access to replace model artifacts with a specially crafted pickle payload...

Improper Validation of Integrity Check Value

Overview sagemaker-serve is a SageMaker Serve package for model serving and deployment Affected versions of this package are vulnerable to Improper Validation of Integrity Check Value in the Triton inference handler. An attacker can execute arbitrary code with the SageMaker execution role's IAM...

EUVD-2026-30423

Amazon SageMaker Python SDK is missing integrity verification in its Triton inference handler...

GHSA-RQ6V-X3J8-7QGF Amazon SageMaker Python SDK is missing integrity verification in its Triton inference handler

Summary Amazon SageMaker Python SDK is an open-source library for training and deploying machine learning models on Amazon SageMaker. An issue exists where, under certain circumstances, the Triton inference handler deserializes model artifacts without performing integrity verification, allowing...

Improper Validation of Integrity Check Value

Overview sagemaker is an Open source library for training and deploying models on Amazon SageMaker. Affected versions of this package are vulnerable to Improper Validation of Integrity Check Value in the Triton inference handler. An attacker can execute arbitrary code with the SageMaker execution...

Amazon SageMaker Python SDK is missing integrity verification in its Triton inference handler

Summary Amazon SageMaker Python SDK is an open-source library for training and deploying machine learning models on Amazon SageMaker. An issue exists where, under certain circumstances, the Triton inference handler deserializes model artifacts without performing integrity verification, allowing...

PT-2026-42642

Summary Amazon SageMaker Python SDK is an open-source library for training and deploying machine learning models on Amazon SageMaker. An issue exists where, under certain circumstances, the Triton inference handler deserializes model artifacts without performing integrity verification, allowing...