Important: Red Hat Security Advisory: Red Hat Enterprise Linux AI 3.3.1

Red Hat Enterprise Linux AI 3.3.1 is now available. Red Hat® Enterprise Linux® AI is a foundation model platform to seamlessly develop, test, and run Granite family large language models LLMs for enterprise applications...

Project Glasswing Proved AI Can Find the Bugs. Who's Going to Fix Them?

Last week, Anthropic announced Project Glasswing, an AI model so effective at discovering software vulnerabilities that they took the extraordinary step of postponing its public release. Instead, the company has given access to Apple, Microsoft, Google, Amazon, and a coalition of others to find a...

hospital-waf-mcp

Hospital WAF Management System Release: v1.0.0 Languag...

PT-2026-34711

An issue was discovered in ToToLink A3300R firmware v17.0.0cu.557 B20221024 allowing attackers to execute arbitrary commands via the ttlWay parameter to /cgi-bin/cstecgi.cgi...

PT-2026-34780

Name of the Vulnerable Software and Affected Versions OpenClaw versions prior to 2026.3.28 Description An agentic consent bypass allows LLM agents to silently disable execution approval. Remote attackers can exploit this by using the config.patch parameter to bypass security controls and execute...

Keras 3.13.0 Bulk Generator for Large-Scale HDF5 Shape Test Models

This script is a parallel batch generator designed to create multiple .keras model files using a thread pool. Each file is generated with a predefined set of large tensor shapes intended for stress testing or memory-impact evaluation in HDF5/Keras workflows...

AutoRISE: Agent-Driven Strategy Evolution for Red-Teaming Large Language Models

Automated red-teaming methods for large language models typically optimize attack prompts within a fixed, human-designed strategy, leaving the attack strategy itself unchanged. We instead optimize the strategy. We propose AutoRISE, a method that searches over executable attack programs rather tha...

Keras 3.13.0 Safe Parallel ML Stress Test Generator

This script is a safe and lightweight stress-testing utility designed to simulate machine learning model generation workloads without actually allocating large memory or creating real heavy files. It was designed to test Keras 3.13.0...

A Sociotechnical, Practitioner-Centered Approach to Technology Adoption in Cybersecurity Operations: An LLM Case

Technology for security operations centers SOCs has a storied history of slow adoption due to concerns about trust and reliability. These concerns are amplified with artificial intelligence, particularly large language models LLMs, which exhibit issues such as hallucinations and inconsistent...

📄 Keras 3.13.0 HDF5 Shape Bomb Denial of Service

This script is a security research tool demonstrating a denial of service vulnerability in Keras model loading through malicious HDF5 shape bombs. It generates .keras model archives containing artificially declared extremely large tensor shapes designed to force excessive memory allocation during...

PT-2026-36881

Name of the Vulnerable Software and Affected Versions OpenC3 COSMOS versions 6.7.0 through 7.0.0-rc3 Description The Time-Series Database TSDB component contains a SQL injection flaw. The tsdb lookup function within the cvt model.rb file incorporates user-supplied input into a SQL query without...

CVE-2026-31181

The ToToLink A3300R wireless router is vulnerable to an OS command injection flaw in the stunServerAddr parameter within the /cgi-bin/cstecgi.cgi file. The root cause is the failure to properly validate this parameter, which allows an attacker to execute arbitrary commands on the device. This iss...

CVE-2026-31181

An issue was discovered in ToToLink A3300R firmware v17.0.0cu.557B20221024 allowing attackers to execute arbitrary commands via the stunServerAddr parameter to /cgi-bin/cstecgi.cgi...

MCP Pitfall Lab: Exposing Developer Pitfalls in MCP Tool Server Security under Multi-Vector Attacks

Model Context Protocol MCP is increasingly adopted for tool-integrated LLM agents, but its multi-layer design and third-party server ecosystem expand risks across tool metadata, untrusted outputs, cross-tool flows, multimodal inputs, and supply-chain vectors. Existing MCP benchmarks largely measu...

PT-2026-34789

Name of the Vulnerable Software and Affected Versions OpenClaw versions prior to 2026.4.2 Description OpenClaw fails to filter Slack thread context by sender allowlist, which allows messages from non-allowlisted senders to enter the agent context. This enables attackers to inject unauthorized...

CVE-2026-41358: Origin Validation Error

OpenClaw before 2026.4.2 fails to filter Slack thread context by sender allowlist, allowing non-allowlisted messages to enter agent context. Attackers can inject unauthorized thread messages through allowlisted user replies to bypass sender access controls and manipulate model context...

Relative Path Traversal

Overview Affected versions of this package are vulnerable to Relative Path Traversal via the ToolConfigModel tool and config name handling in the Ruby and Python models. An attacker can write or delete arbitrary files within the shared /plugins directory by supplying tool or config names containi...

GHSA-J5W5-568X-RQ53 Evolver: Command Injection via `execSync` in `_extractLLM()` function allows Remote Code Execution

Summary A command injection vulnerability in the extractLLM function allows attackers to execute arbitrary shell commands on the server. The function constructs a curl command using string concatenation and passes it to execSync without proper sanitization, enabling remote code execution when the...

Infinite loop

Overview justhtml is an A pure Python HTML5 parser that just works. Affected versions of this package are vulnerable to Infinite loop via custom sanitization policies or programmatic DOM manipulation. An attacker can inject and execute arbitrary scripts, cause resource loading, or trigger externa...

justhtml has sanitization bypass in custom policies and programmatic DOM

Summary justhtml 1.17.0 fixes multiple security issues in sanitization, serialization, and programmatic DOM handling. Most of these issues affected advanced or custom configurations rather than the default safe path. Affected versions - justhtml , MathML , SVG / , and MathML text integration poin...