ONE 输入验证错误漏洞

ONE is a high-performance edge-side neural network inference framework developed by Samsung. Versions prior to ONE 1.30.0 contained a vulnerability related to input validation errors. This vulnerability stemmed from integer overflows during the calculation of the size of constant tensor data, whi...

API Security Based on Automatic OpenAPI Mapping

This paper presents Map Reduce Graph MRG, a novel unsupervised method for modeling and securing HTTP REST APIs. MRG learns API structure from real-world traffic without prior knowledge or labels, automatically generating OpenAPI-compliant documentation by reconstructing routes, methods, and...

GuardPhish: Securing Open-Source LLMs from Phishing Abuse

The rapid adoption of open-source Large Language Models LLMs in offline and enterprise environments has introduced a largely unexamined security risk like susceptibility to adversarial phishing prompts under static safety configurations. In this work, we systematically investigate this...

Important: Red Hat Security Advisory: Red Hat AI Inference Server Model Optimization Tools 3.3.1 (CUDA)

Red Hat AI Inference Server Model Optimization Tools 3.3.1 CUDA is now available. Red Hat® AI Inference Server Model Optimization Tools...

Important: Red Hat Security Advisory: Red Hat AI Inference Server 3.3.1 (CUDA)

Red Hat AI Inference Server 3.3.1 CUDA is now available. Red Hat® AI Inference Server...

Important: Red Hat Security Advisory: Red Hat AI Inference Server 3.3.1 (ROCm)

Red Hat AI Inference Server 3.3.1 ROCm is now available. Red Hat® AI Inference Server...

Evaluating Differential Privacy against Membership Inference in Federated Learning: Insights from the NIST Genomics Red Team Challenge

While Federated Learning FL mitigates direct data exposure, the resulting trained models remain susceptible to membership inference attacks MIAs. This paper presents an empirical evaluation of Differential Privacy DP as a defense mechanism against MIAs in FL, leveraging the environment of the 202...

Important: Red Hat Security Advisory: Red Hat AI Inference Server 3.2.2 (CUDA)

Red Hat AI Inference Server 3.2.2 CUDA is now available. Red Hat® AI Inference Server...

The software for deploying and executing AI models in NVIDIA Triton Inference Server is vulnerable due to incorrect conversion of numerical value types. This vulnerability allows attackers to trigger service failures.

The vulnerability of NVIDIA Triton Inference Server’s deployment and AI model execution software is related to incorrect conversion of numerical value types. Exploiting this vulnerability can allow a remote attacker to cause service failures...

CVE-2026-24174

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...

The software for deploying and executing AI models by NVIDIA Triton Inference Server is vulnerable, allowing attackers to trigger a service failure.

The vulnerability of NVIDIA Triton Inference Server’s deployment and AI model execution software is related to an error in handling exceptional states. Exploiting this vulnerability can allow a remote attacker to cause service failures...

EUVD-2026-19759

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

EUVD-2026-19755

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...

EUVD-2026-19757

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...

EUVD-2026-19751

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-2026-24175

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

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-2026-24174

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-2026-24147

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-2026-24175

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