Entangled Threats: a Unified Kill Chain Model for Quantum Machine Learning Security

Quantum Machine Learning QML systems inherit vulnerabilities from classical machine learning while introducing new attack surfaces rooted in the physical and algorithmic layers of quantum computing. Despite a growing body of research on individual attack vectors - ranging from adversarial poisoni...

CVE-2025-53630

llama.cpp is an inference of several LLM models in C/C++. Integer Overflow in the ggufinitfromfileimpl function in ggml/src/gguf.cpp can lead to Heap Out-of-Bounds Read/Write. This vulnerability is fixed in commit 26a48ad699d50b6268900062661bd22f3e792579...

Unifying Re-Identification, Attribute Inference, and Data Reconstruction Risks in Differential Privacy

Differentially private DP mechanisms are difficult to interpret and calibrate because existing methods for mapping standard privacy parameters to concrete privacy risks -- re-identification, attribute inference, and data reconstruction -- are both overly pessimistic and inconsistent. In this work...

SUSE CVE-2024-36350

A transient execution vulnerability in some AMD processors may allow an attacker to infer data from previous stores, potentially resulting in the leakage of privileged information...

ALPINE-CVE-2024-36350

A transient execution vulnerability in some AMD processors may allow an attacker to infer data from previous stores, potentially resulting in the leakage of privileged information...

UBUNTU-CVE-2024-36348

A transient execution vulnerability in some AMD processors may allow a user process to infer the control registers speculatively even if UMIP feature is enabled, potentially resulting in information leakage...

CVE-2025-3648

A vulnerability has been identified in the Now Platform that could result in data being inferred without authorization. Under certain conditional access control list ACL configurations, this vulnerability could enable unauthenticated and authenticated users to use range query requests to infer...

CVE-2025-3648

The CVE-2025-3648 entry concerns the Now Platform, where data could be inferred without authorization under certain conditional ACL configurations. The vulnerability allows unauthenticated and authenticated users to use range query requests to infer instance data not meant to be accessible. Techn...

CVE-2025-3648 Data Inference in Now Platform via Conditional ACLs

A vulnerability has been identified in the Now Platform that could result in data being inferred without authorization. Under certain conditional access control list ACL configurations, this vulnerability could enable unauthenticated and authenticated users to use range query requests to infer...

CVE-2025-3648 Data Inference in Now Platform via Conditional ACLs

A vulnerability has been identified in the Now Platform that could result in data being inferred without authorization. Under certain conditional access control list ACL configurations, this vulnerability could enable unauthenticated and authenticated users to use range query requests to infer...

AMD Processors 安全漏洞

AMD Processors is a processor from Ultraviolet Semiconductor AMD. AMD Processors suffers from a security vulnerability that stems from the possibility that an attacker could infer previously stored data, potentially leading to the disclosure of privileged information...

AMD Processors 安全漏洞

AMD Processors is a processor from Ultraviolet Semiconductor AMD. A security vulnerability exists in AMD Processors that originates from a user process that may speculatively infer control registers, potentially leading to information disclosure...

AMD Processors 安全漏洞

AMD Processors is a processor from Ultraviolet Semiconductor AMD. A security vulnerability exists in AMD Processors that originates from a user process that may infer TSCAUX, potentially leading to information disclosure...

Moderate: Red Hat Security Advisory: Red Hat AI Inference Server 3.0 (CUDA)

Red Hat AI Inference Server 3.0 CUDA is now available. Red Hat® AI Inference Server...

Moderate: Red Hat Security Advisory: Red Hat AI Inference Server 3.0 (ROCm)

Red Hat AI Inference Server 3.0 ROCm is now available. Red Hat® AI Inference Server...

Cascade: Token-Sharded Private LLM Inference

As LLMs continue to increase in parameter size, the computational resources required to run them are available to fewer parties. Therefore, third-party inference services -- where LLMs are hosted by third parties with significant computational resources -- are becoming increasingly popular...

CVE-2025-6920

A flaw was found in the authentication enforcement mechanism of a model inference API in ai-inference-server. All /v1/ endpoints are expected to enforce API key validation. However, the POST /invocations endpoint failed to do so, resulting in an authentication bypass. This vulnerability allows...

CVE-2025-6920

CVE-2025-6920 affects ai-inference-server: the POST /invocations endpoint bypasses API key validation, permitting unauthorized access to inference features and potentially backend resources. Affected: model inference API under /v1/*; root cause: authentication enforcement failure on /invocations....

CVE-2025-6920 Ai-inference-server: authentication bypass via unprotected inference endpoint in api

A flaw was found in the authentication enforcement mechanism of a model inference API in ai-inference-server. All /v1/ endpoints are expected to enforce API key validation. However, the POST /invocations endpoint failed to do so, resulting in an authentication bypass. This vulnerability allows...

CVE-2025-6920 Ai-inference-server: authentication bypass via unprotected inference endpoint in api

A flaw was found in the authentication enforcement mechanism of a model inference API in ai-inference-server. All /v1/ endpoints are expected to enforce API key validation. However, the POST /invocations endpoint failed to do so, resulting in an authentication bypass. This vulnerability allows...