13557 matches found
MINI-Q4XH-CPCC-56PG
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Breaking SafetyCore: Exploring the Risks of On-Device AI Deployment
Due to hardware and software improvements, an increasing number of AI models are deployed on-device. This shift enhances privacy and reduces latency, but also introduces security risks distinct from traditional software. In this article, we examine these risks through the real-world case study of...
An Ethically Grounded LLM-Based Approach to Insider Threat Synthesis and Detection
Insider threats are a growing organizational problem due to the complexity of identifying their technical and behavioral elements. A large research body is dedicated to the study of insider threats from technological, psychological, and educational perspectives. However, research in this domain h...
CVE-2025-56630
FoxCMS v1.2.5 and earlier are affected by an SQL Injection in the column_model parameter of app/admin/controller/Column.php. The vulnerability arises from improper handling of input in this file, enabling attacker-controlled SQL execution. CVSSv3.1 base score is 7.3 (HIGH) with Network attack vec...
CVE-2025-56630
FoxCMS v1.2.5 and before is vulnerable to SQL Injection via the columnmodel parameter in the app/admin/controller/Column.php file...
aws-mcp-server 操作系统命令注入漏洞
aws-mcp-server is a lightweight service by Alexei Ledenev, a personal developer, that enables AI assistants to execute AWS CLI commands in a secure containerized environment via the Model Context Protocol MCP. An operating system command injection vulnerability exists in versions prior to...
CVE-2025-58834
Improper Neutralization of Input During Web Page Generation 'Cross-site Scripting' vulnerability in gugu short.io wp-shortcm allows DOM-Based XSS.This issue affects short.io: from n/a through = 2.4.2...
ALPHA: LLM-Enabled Active Learning for Human-Free Network Anomaly Detection
Network log data analysis plays a critical role in detecting security threats and operational anomalies. Traditional log analysis methods for anomaly detection and root cause analysis rely heavily on expert knowledge or fully supervised learning models, both of which require extensive labeled dat...
Measuring the Vulnerability Disclosure Policies of AI Vendors
As AI is increasingly integrated into products and critical systems, researchers are paying greater attention to identifying related vulnerabilities. Effective remediation depends on whether vendors are willing to accept and respond to AI vulnerability reports. In this paper, we examine the...
CVE-2025-6785
Securing externally available CAN wires can easily allow physical access to the CAN bus, allowing possible injection of specially formed CAN messages to control remote start functions of the vehicle. Testing completed on Tesla Model 3 vehicles with software version v11.1 2023.20.9 ee6de92ddac5...
Reasoning Introduces New Poisoning Attacks yet Makes Them More Complicated
Early research into data poisoning attacks against Large Language Models LLMs demonstrated the ease with which backdoors could be injected. More recent LLMs add step-by-step reasoning, expanding the attack surface to include the intermediate chain-of-thought CoT and its inherent trait of...
Decoding Latent Attack Surfaces in LLMs: Prompt Injection Via HTML in Web Summarization
Large Language Models LLMs are increasingly integrated into web-based systems for content summarization, yet their susceptibility to prompt injection attacks remains a pressing concern. In this study, we explore how non-visible HTML elements such as , aria-label, and alt attributes can be exploit...
Exploit Tool Invocation Prompt for Tool Behavior Hijacking in LLM-Based Agentic System
LLM-based agentic systems leverage large language models to handle user queries, make decisions, and execute external tools for complex tasks across domains like chatbots, customer service, and software engineering. A critical component of these systems is the Tool Invocation Prompt TIP, which...
CVE-2025-58618
Improper Neutralization of Input During Web Page Generation 'Cross-site Scripting' vulnerability in Jonathan Jernigan Pie Calendar pie-calendar allows DOM-Based XSS.This issue affects Pie Calendar: from n/a through = 1.2.8...
CVE-2025-58623
Improper Neutralization of Input During Web Page Generation 'Cross-site Scripting' vulnerability in Bohemia Plugins Event Feed for Eventbrite event-feed-for-eventbrite allows DOM-Based XSS.This issue affects Event Feed for Eventbrite: from n/a through = 1.3.2...
CVE-2025-58834
Improper Neutralization of Input During Web Page Generation 'Cross-site Scripting' vulnerability in gugu short.io wp-shortcm allows DOM-Based XSS.This issue affects short.io: from n/a through = 2.4.2...
CVE-2025-58786
Improper Neutralization of Input During Web Page Generation 'Cross-site Scripting' vulnerability in VW THEMES Ibtana – Ecommerce Product Addons ibtana-ecommerce-product-addons allows DOM-Based XSS.This issue affects Ibtana – Ecommerce Product Addons: from n/a through = 0.4.7.6...
Linux Distros Unpatched Vulnerability : CVE-2024-34008
The Linux/Unix host has one or more packages installed that are impacted by a vulnerability without a vendor supplied patch available. - Actions in the admin management of analytics models did not include the necessary token to prevent a CSRF risk. CVE-2024-34008 Note that Nessus relies on the...
Mind the Gap: Evaluating Model- and Agentic-Level Vulnerabilities in LLMs with Action Graphs
As large language models transition to agentic systems, current safety evaluation frameworks face critical gaps in assessing deployment-specific risks. We introduce AgentSeer, an observability-based evaluation framework that decomposes agentic executions into granular action and component graphs,...
