Moderate: rpm-ostree security update

The rpm-ostree tool binds together the RPM packaging model with the OSTree model of bootable file system trees. It provides commands that can be used both on client systems and on server-side composes. The rpm-ostree-client package provides commands for client systems to perform upgrades and...

Intel Server M50FCP和Intel Server D50DNP 输入验证错误漏洞

Intel Server M50FCP and Intel Server D50DNP are both servers from Intel Corporation USA. An input validation error vulnerability exists in Intel Server M50FCP and Intel Server D50DNP, which stems from improper input validation in the UEFI firmware DXE module, which could lead to elevation of...

PT-2025-21114 · Intel · Openvino Model Server

Name of the Vulnerable Software and Affected Versions: OpenVINO model server software versions prior to 2024.4 Description: The issue allows an unauthenticated user to potentially enable denial of service via adjacent access due to uncontrolled resource consumption. Recommendations: For versions...

Intel OpenVINO model server 资源管理错误漏洞

Intel OpenVINO model server is a high-performance AI model servitization platform based on the Intel OpenVINO tool suite from Intel Corporation USA. A resource management error vulnerability exists in Intel OpenVINO model server versions prior to 2024.4, which stems from insufficient control over...

Red Teaming the Mind of the Machine: a Systematic Evaluation of Prompt Injection and Jailbreak Vulnerabilities in LLMs

Large Language Models LLMs are increasingly integrated into consumer and enterprise applications. Despite their capabilities, they remain susceptible to adversarial attacks such as prompt injection and jailbreaks that override alignment safeguards. This paper provides a systematic investigation o...

Removing Watermarks with Partial Regeneration Using Semantic Information

As AI-generated imagery becomes ubiquitous, invisible watermarks have emerged as a primary line of defense for copyright and provenance. The newest watermarking schemes embed semantic signals - content-aware patterns that are designed to survive common image manipulations - yet their true...

OpenVINO™ Model Server Software Advisory

Summary: A potential security vulnerability in the OpenVINO™ model server software maintained by Intel® may allow denial of service. Intel is releasing software updates to mitigate this potential vulnerability. Vulnerability Details: CVEID: CVE-2025-22892 Description: Uncontrolled resource...

Improved Algorithms for Differentially Private Language Model Alignment

Language model alignment is crucial for ensuring that large language models LLMs align with human preferences, yet it often involves sensitive user data, raising significant privacy concerns. While prior work has integrated differential privacy DP with alignment techniques, their performance...

Optimized Couplings for Watermarking Large Language Models

Large-language models LLMs are now able to produce text that is, in many cases, seemingly indistinguishable from human-generated content. This has fueled the development of watermarks that imprint a signal'' in LLM-generated text with minimal perturbation of an LLM's output. This paper provides a...

Intel Server M50FCP和Intel Server D50DNP 输入验证错误漏洞

Intel Server M50FCP and Intel Server D50DNP are both servers from Intel Corporation USA. An input validation error vulnerability exists in Intel Server M50FCP and Intel Server D50DNP, which stems from mishandling of UEFI firmware errors that could lead to elevation of privilege...

CVE-2025-47274

ToolHive is a utility designed to simplify the deployment and management of Model Context Protocol MCP servers. Due to the ordering of code used to start an MCP server container, versions of ToolHive prior to 0.0.33 inadvertently store secrets in the run config files which are used to restart...

CVE-2025-47274 ToolHive stores secrets in the state store with no encryption

ToolHive is a utility designed to simplify the deployment and management of Model Context Protocol MCP servers. Due to the ordering of code used to start an MCP server container, versions of ToolHive prior to 0.0.33 inadvertently store secrets in the run config files which are used to restart...

CVE-2025-47274

CVE-2025-47274 affects ToolHive, a utility for deploying/managing MCP servers. The issue arises from the startup code ordering that causes sensitive data to be written into run configuration files used to restart stopped MCP containers. An attacker with access to the user’s home directory can rea...

Mirror Mirror on the Wall, Have I Forgotten It All? A New Framework for Evaluating Machine Unlearning

Machine unlearning methods take a model trained on a dataset and a forget set, then attempt to produce a model as if it had only been trained on the examples not in the forget set. We empirically show that an adversary is able to distinguish between a mirror model a control model produced by...

Post-Quantum Secure Decentralized Random Number Generation Protocol with Two Rounds of Communication in the Standard Model

Randomness plays a vital role in numerous applications, including simulation, cryptography, distributed systems, and gaming. Consequently, extensive research has been conducted to generate randomness. One such method is to design a decentralized random number generator DRNG, a protocol that enabl...

LiteLMGuard: Seamless and Lightweight On-Device Prompt Filtering for Safeguarding Small Language Models against Quantization-Induced Risks and Vulnerabilities

The growing adoption of Large Language Models LLMs has influenced the development of their lighter counterparts-Small Language Models SLMs-to enable on-device deployment across smartphones and edge devices. These SLMs offer enhanced privacy, reduced latency, server-free functionality, and improve...

Private LoRA Fine-Tuning of Open-Source LLMs with Homomorphic Encryption

Preserving data confidentiality during the fine-tuning of open-source Large Language Models LLMs is crucial for sensitive applications. This work introduces an interactive protocol adapting the Low-Rank Adaptation LoRA technique for private fine-tuning. Homomorphic Encryption HE protects the...

PT-2025-20705 · Toolhive · Toolhive

Name of the Vulnerable Software and Affected Versions: ToolHive versions prior to 0.0.33 Description: The issue arises from the ordering of code used to start a Model Context Protocol MCP server container in ToolHive, inadvertently storing secrets in run config files. This allows an attacker with...

[SECURITY] Fedora 41 Update: nodejs22-22.15.0-2.fc41

Node.js is a platform built on Chrome's JavaScript runtime \ for easily building fast, scalable network applications. \ Node.js uses an event-driven, non-blocking I/O model that \ makes it lightweight and efficient, perfect for data-intensive \ real-time applications that run across distributed...

[SECURITY] Fedora 42 Update: nodejs22-22.15.0-2.fc42

Node.js is a platform built on Chrome's JavaScript runtime \ for easily building fast, scalable network applications. \ Node.js uses an event-driven, non-blocking I/O model that \ makes it lightweight and efficient, perfect for data-intensive \ real-time applications that run across distributed...