Critical: Red Hat Security Advisory: Red Hat AI Inference Server 3.3.5 (CUDA)

Red Hat AI Inference Server 3.3.5 CUDA is now available. Red Hat® AI Inference Server...

CVE-2026-48746 vulnerabilities

Vulnerabilities for packages: tritonserver-backend-vllm-cuda-13.0, py3-vllm-cuda-12.9, py3-vllm-cuda-13.0, py3-vllm-cuda-12.4...

GHSA-94F4-HR76-P5J6 vulnerabilities

Vulnerabilities for packages: tritonserver-backend-vllm-cuda-13.0, py3-vllm-cuda-12.9, py3-vllm-cuda-13.0, py3-vllm-cuda-12.4...

GHSA-6V7P-G79W-8964 vulnerabilities

Vulnerabilities for packages: mitmproxy, dbt-snowflake, wazuh-manager, openstack-tempest-2026.1, lmcache-cuda-12.8, openstack-horizon-2025.1-fips, tensorflow-cpu-jupyter, openstack-glance-2025.1-fips, openstack-kolla-toolbox-2025.2-fips, openstack-kolla-toolbox-2026.1-fips,...

GHSA-4XGF-CPJX-PC3J vulnerabilities

Vulnerabilities for packages: open-webui, tritonserver-backend-vllm-cuda-12.9, azureml-inference-server-http-fips, airflow-core, azureml-inference-server-http, lmcache-cuda-12.8, tritonserver-backend-vllm-cuda-13.0, vllm-cuda-13.2, prefect-fips, mcp-atlassian, vllm-openai-cuda-13.0, airflow,...

CVE-2026-54235 vLLM: temperature=NaN and temperature=Infinity bypass validation and propagate to GPU kernels

vLLM is an inference and serving engine for large language models LLMs. Prior to 0.23.1rc0, ll temperature validation gates use comparison operators , which silently evaluate to False for NaN and for positive Infinity in Python's IEEE 754 float semantics. Both values pass every guard and propagat...

CVE-2026-54235

vLLM is an inference and serving engine for large language models LLMs. Prior to 0.23.1rc0, ll temperature validation gates use comparison operators , which silently evaluate to False for NaN and for positive Infinity in Python's IEEE 754 float semantics. Both values pass every guard and propagat...

CVE-2026-50269 vulnerabilities

Vulnerabilities for packages: py3-vllm-cuda-13.0, py3-vllm-cuda-12.9, py3.13-scanner-test-libraries-aiohttp, py3-vllm-cuda-12.4, tritonserver-backend-vllm-cuda-12.9...

GHSA-M6QW-4CW2-HM4M vulnerabilities

Vulnerabilities for packages: py3-vllm-cuda-13.0, py3-vllm-cuda-12.9, py3.13-scanner-test-libraries-aiohttp, py3-vllm-cuda-12.4, tritonserver-backend-vllm-cuda-12.9...

vLLM: GGUF dequantize kernel int truncation exposes uninitialized GPU memory in multi-tenant serving

Summary Integer truncation of tensor dimensions in vLLM's GGUF dequantize kernels csrc/quantization/gguf/ggufkernel.cu causes partial tensor processing. The output tensor is allocated at full size via torch::empty uninitialized memory, but the dequantize CUDA kernel processes only a truncated...

CVE-2026-53540 vulnerabilities

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

GHSA-V9PG-7XVM-68HF vulnerabilities

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

GHSA-6JV3-5F52-599M vulnerabilities

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

CVE-2026-53537 vulnerabilities

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

CVE-2026-53539 vulnerabilities

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

CVE-2026-54283 vulnerabilities

Vulnerabilities for packages: tritonserver-backend-vllm-cuda-12.9, airflow-core, mlflow-fips, tritonserver-backend-vllm-cuda-13.0, prefect-fips, mlflow, litellm, airflow, nemo, semgrep, airflow-postgres-fips, prefect...

GHSA-82W8-QH3P-5JFQ vulnerabilities

Vulnerabilities for packages: tritonserver-backend-vllm-cuda-12.9, airflow-core, mlflow-fips, tritonserver-backend-vllm-cuda-13.0, prefect-fips, mlflow, litellm, airflow, nemo, semgrep, airflow-postgres-fips, prefect...

GHSA-JP82-JPQV-5VV3 vulnerabilities

Vulnerabilities for packages: tritonserver-backend-vllm-cuda-12.9, airflow-core, mlflow-fips, tritonserver-backend-vllm-cuda-13.0, prefect-fips, mlflow, litellm, airflow, nemo, semgrep, airflow-postgres-fips, prefect...

CVE-2026-54282 vulnerabilities

Vulnerabilities for packages: tritonserver-backend-vllm-cuda-12.9, airflow-core, mlflow-fips, tritonserver-backend-vllm-cuda-13.0, prefect-fips, mlflow, litellm, airflow, nemo, semgrep, airflow-postgres-fips, prefect...

GHSA-HPJ7-WQ8M-9HGP vulnerabilities

Vulnerabilities for packages: apache-beam-python-3.12-sdk, text-generation-inference, authentik-fips, mlflow-fips, apache-beam-python-3.11-sdk, authentik, py3-vllm-cuda-12.4, airflow, awx, py3-vllm-cuda-13.0, tritonserver-backend-vllm-cuda-13.0, apache-beam-python-3.13-sdk, mlflow,...