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...

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...

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...

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...

Revealing Weaknesses in Text Watermarking through Self-Information Rewrite Attacks

Text watermarking aims to subtly embed statistical signals into text by controlling the Large Language Model LLM's sampling process, enabling watermark detectors to verify that the output was generated by the specified model. The robustness of these watermarking algorithms has become a key factor...

One Trigger Token Is Enough: a Defense Strategy for Balancing Safety and Usability in Large Language Models

Large Language Models LLMs have been extensively used across diverse domains, including virtual assistants, automated code generation, and scientific research. However, they remain vulnerable to jailbreak attacks, which manipulate the models into generating harmful responses despite safety...

RuleGenie: SIEM Detection Rule Set Optimization

SIEM systems serve as a critical hub, employing rule-based logic to detect and respond to threats. Redundant or overlapping rules in SIEM systems lead to excessive false alerts, degrading analyst performance due to alert fatigue, and increase computational overhead and response latency for actual...

OESA-2025-1493 qt6-qtbase security update

Qt is a software toolkit for developing applications. Security Fixes: encodeText in QDom in Qt before 6.8.0 has a complex algorithm involving XML string copy and inline replacement of parts of a string with relocation of later data.CVE-2025-30348...

CVE-2025-4376

CVE-2025-4376 : Sparx Systems Pro Cloud Server’s WebEA model search field is affected by an improper input validation causing Cross-Site Scripting (XSS). Impact applies to Pro Cloud Server versions earlier than 6.0.165. Remediation: upgrade to version 6.0.165 or later. Exploitation details are no...

CVE-2025-4376 Cross-Site Scripting vulnerability in Model Search in Pro Cloud Server's WebEA

Improper Input Validation vulnerability in Sparx Systems Pro Cloud Server's WebEA model search field allows Cross-Site Scripting XSS. This issue affects Pro Cloud Server: earlier than 6.0.165...

Sparx Systems Pro Cloud Server 安全漏洞

Sparx Systems Pro Cloud Server is an enterprise-class model collaboration platform from Sparx Systems Australia that supports cloud sharing and version control of EA Enterprise Architect models. A security vulnerability exists in Sparx Systems Pro Cloud Server versions prior to 6.0.165, which ste...

Sparx Systems Pro Cloud Server 安全漏洞

Sparx Systems Pro Cloud Server is an enterprise-class model collaboration platform from Sparx Systems Australia that supports cloud sharing and version control of EA Enterprise Architect models. A security vulnerability exists in Sparx Systems Pro Cloud Server versions prior to 6.0.165, which ste...

Security Steerability Is All You Need

The adoption of Generative AI GenAI in various applications inevitably comes with expanding the attack surface, combining new security threats along with the traditional ones. Consequently, numerous research and industrial initiatives aim to mitigate these security threats in GenAI by developing...

Sponge Attacks on Sensing AI: Energy-Latency Vulnerabilities and Defense Via Model Pruning

Recent studies have shown that sponge attacks can significantly increase the energy consumption and inference latency of deep neural networks DNNs. However, prior work has focused primarily on computer vision and natural language processing tasks, overlooking the growing use of lightweight AI...

ATEN LCD KVM over IP Switch CL5708IM 安全漏洞

ATEN LCD KVM over IP Switch CL5708IM is an 8-port IP KVM switch with LCD screen from China's ATEN Automation ATEN that supports remote BIOS-level device management. A security vulnerability exists in the ATEN LCD KVM over IP Switch CL5708IM, which originates from a stack buffer overflow and could...