Important: Red Hat Security Advisory: Red Hat AI Base Images 3.4.3 (Neuron)

Red Hat AI Base Images 3.4.3 Neuron is now available. Red Hat® AI Base Images...

Important: Red Hat Security Advisory: Red Hat AI Base Images 3.3.4 (Neuron)

Red Hat AI Base Images 3.3.4 Neuron is now available. Red Hat® AI Base Images...

Important: Red Hat Security Advisory: Red Hat AI Base Images 3.3.3 (Neuron)

Red Hat AI Base Images 3.3.3 Neuron is now available. Red Hat® AI Base Images...

SparSEEty: Extracting Tokens from Sparsity-Exploiting LLM Serving Systems Via Deterministic Side Channels

Modern large language models LLMs exhibit activation sparsity, wherein only a subset of their neurons is activated for given input tokens. Researchers have leveraged this property to optimize LLM serving systems by omitting weight accesses and computations pertaining to inactive neurons...

Which Neurons Detect Malicious Code? A Probing Study of LLM Security Knowledge

Background. Large language models LLMs have become increasingly capable of understanding and generating source code, leading to their widespread adoption in software engineering tasks such as code completion, repair, and vulnerability detection. However, despite their strong empirical performance...

Neuron Golem OEE MES 路径遍历漏洞

Neuron Golem OEE MES is a manufacturing execution system and equipment integrated efficiency management platform developed by the Polish company Neuron. The Neuron Golem OEE MES has a path traversal vulnerability, which stems from a path traversal flaw. This vulnerability could allow attackers...

GoodVibe: Security-By-Vibe for LLM-Based Code Generation

Large language models LLMs are increasingly used for code generation in fast, informal development workflows, often referred to as vibe coding, where speed and convenience are prioritized, and security requirements are rarely made explicit. In this setting, models frequently produce functionally...

CVE-2025-67509

Neuron is a PHP framework for creating and orchestrating AI Agents. Versions 2.8.11 and below use MySQLSelectTool, which is vulnerable to Read-Only Bypass. MySQLSelectTool is intended to be a read-only SQL tool e.g., for LLM agent querying, however, validation based on the first keyword e.g.,...

CVE-2025-67510

Neuron is a PHP framework for creating and orchestrating AI Agents. In versions 2.8.11 and below, the MySQLWriteTool executes arbitrary SQL provided by the caller using PDO::prepare + execute without semantic restrictions. This is consistent with the name “write tool”, but in an LLM/agent context...

CVE-2025-67509

Neuron is a PHP framework for creating and orchestrating AI Agents. Versions 2.8.11 and below use MySQLSelectTool, which is vulnerable to Read-Only Bypass. MySQLSelectTool is intended to be a read-only SQL tool e.g., for LLM agent querying, however, validation based on the first keyword e.g.,...

CVE-2025-67510

Neuron is a PHP framework for creating and orchestrating AI Agents. In versions 2.8.11 and below, the MySQLWriteTool executes arbitrary SQL provided by the caller using PDO::prepare + execute without semantic restrictions. This is consistent with the name “write tool”, but in an LLM/agent context...

CVE-2025-67509 MySQLSelectTool Read-Only Bypass via SELECT INTO OUTFILE Allows Arbitrary File Write

Neuron is a PHP framework for creating and orchestrating AI Agents. Versions 2.8.11 and below use MySQLSelectTool, which is vulnerable to Read-Only Bypass. MySQLSelectTool is intended to be a read-only SQL tool e.g., for LLM agent querying, however, validation based on the first keyword e.g.,...

CVE-2025-67509

CVE-2025-67509 affects the Neuron PHP framework up to version 2.8.11, where the MySQLSelectTool is vulnerable to a read-only bypass that permits file writes via SQL constructs like INTO OUTFILE/INTO DUMPFILE. Validation that relies on the first keyword (e.g., SELECT) and a forbidden-keyword list ...

EUVD-2025-202171

Neuron is a PHP framework for creating and orchestrating AI Agents. Versions 2.8.11 and below use MySQLSelectTool, which is vulnerable to Read-Only Bypass. MySQLSelectTool is intended to be a read-only SQL tool e.g., for LLM agent querying, however, validation based on the first keyword e.g.,...

CVE-2025-67509 MySQLSelectTool Read-Only Bypass via SELECT INTO OUTFILE Allows Arbitrary File Write

Neuron is a PHP framework for creating and orchestrating AI Agents. Versions 2.8.11 and below use MySQLSelectTool, which is vulnerable to Read-Only Bypass. MySQLSelectTool is intended to be a read-only SQL tool e.g., for LLM agent querying, however, validation based on the first keyword e.g.,...

CVE-2025-67509 MySQLSelectTool Read-Only Bypass via SELECT INTO OUTFILE Allows Arbitrary File Write

Neuron is a PHP framework for creating and orchestrating AI Agents. Versions 2.8.11 and below use MySQLSelectTool, which is vulnerable to Read-Only Bypass. MySQLSelectTool is intended to be a read-only SQL tool e.g., for LLM agent querying, however, validation based on the first keyword e.g.,...

EUVD-2025-202170

Neuron is a PHP framework for creating and orchestrating AI Agents. In versions 2.8.11 and below, the MySQLWriteTool executes arbitrary SQL provided by the caller using PDO::prepare + execute without semantic restrictions. This is consistent with the name “write tool”, but in an LLM/agent context...

CVE-2025-67510

Neuron is a PHP framework for AI Agents. Versions 2.8.11 and earlier have a vulnerability in the MySQLWriteTool that can execute arbitrary SQL provided by the caller via PDO::prepare() and execute(), without semantic restrictions. In an LLM/agent context this enables prompt injection or indirect ...

CVE-2025-67510 MySQLWriteTool allows arbitrary/destructive SQL when exposed to untrusted prompts (agent “footgun”)

Neuron is a PHP framework for creating and orchestrating AI Agents. In versions 2.8.11 and below, the MySQLWriteTool executes arbitrary SQL provided by the caller using PDO::prepare + execute without semantic restrictions. This is consistent with the name “write tool”, but in an LLM/agent context...

CVE-2025-67510: Execution with Unnecessary Privileges

Neuron is a PHP framework for creating and orchestrating AI Agents. In versions 2.8.11 and below, the MySQLWriteTool executes arbitrary SQL provided by the caller using PDO::prepare + execute without semantic restrictions. This is consistent with the name “write tool”, but in an LLM/agent context...