A Survey of Heterogeneous Graph Neural Networks for Cybersecurity Anomaly Detection

Anomaly detection is a critical task in cybersecurity, where identifying insider threats, access violations, and coordinated attacks is essential for ensuring system resilience. Graph-based approaches have become increasingly important for modeling entity interactions, yet most rely on homogeneou...

PT-2025-44335

Highlights New Product Support AMD Ryzen™ AI 5 330 New Game Support Battlefield™ 6 DX12 Vampire: The Masquerade - Bloodlines 2 DX12 Expanded Vulkan Extension Support VK EXT shader float8 VK KHR video decode vp9 VK KHR video encode av1 VK KHR video encode quantization map VK AMDX dense geometry...

PT-2025-44338

Highlights New Product Support AMD Ryzen™ AI 5 330 New Game Support Battlefield™ 6 DX12 Vampire: The Masquerade - Bloodlines 2 DX12 Expanded Vulkan Extension Support VK EXT shader float8 VK KHR video decode vp9 VK KHR video encode av1 VK KHR video encode quantization map VK AMDX dense geometry...

PT-2025-44337

Highlights New Product Support AMD Ryzen™ AI 5 330 New Game Support Battlefield™ 6 DX12 Vampire: The Masquerade - Bloodlines 2 DX12 Expanded Vulkan Extension Support VK EXT shader float8 VK KHR video decode vp9 VK KHR video encode av1 VK KHR video encode quantization map VK AMDX dense geometry...

PT-2025-44330

Improper isolation of VCN-JPEG HW register space could allow a malicious Guest Virtual Machine VM or a process to perform unauthorized access to the register space of the JPEG cores assigned a victim VM/process, potentially gaining arbitrary read/write access to the victim VM/process data...

PT-2025-44332

A DLL hijacking vulnerability in the AMD Cleanup Utility could allow an attacker to achieve privilege escalation potentially resulting in arbitrary code execution...

PT-2025-44339

Highlights New Product Support AMD Ryzen™ AI 5 330 New Game Support Battlefield™ 6 DX12 Vampire: The Masquerade - Bloodlines 2 DX12 Expanded Vulkan Extension Support VK EXT shader float8 VK KHR video decode vp9 VK KHR video encode av1 VK KHR video encode quantization map VK AMDX dense geometry...

PT-2025-44331

Highlights New Product Support AMD Ryzen™ AI 5 330 New Game Support Battlefield™ 6 DX12 Vampire: The Masquerade - Bloodlines 2 DX12 Expanded Vulkan Extension Support VK EXT shader float8 VK KHR video decode vp9 VK KHR video encode av1 VK KHR video encode quantization map VK AMDX dense geometry...

PT-2025-44336

Highlights New Product Support AMD Ryzen™ AI 5 330 New Game Support Battlefield™ 6 DX12 Vampire: The Masquerade - Bloodlines 2 DX12 Expanded Vulkan Extension Support VK EXT shader float8 VK KHR video decode vp9 VK KHR video encode av1 VK KHR video encode quantization map VK AMDX dense geometry...

Structuring Security: A Survey of Cybersecurity Ontologies, Semantic Log Processing, and LLMs Application

This survey investigates how ontologies, semantic log processing, and Large Language Models LLMs enhance cybersecurity. Ontologies structure domain knowledge, enabling interoperability, data integration, and advanced threat analysis. Security logs, though critical, are often unstructured and...

GNN-Enhanced Traffic Anomaly Detection for Next-Generation SDN-Enabled Consumer Electronics

Consumer electronics CE connected to the Internet of Things are susceptible to various attacks, including DDoS and web-based threats, which can compromise their functionality and facilitate remote hijacking. These vulnerabilities allow attackers to exploit CE for broader system attacks while...

EUVD-2017-15253

Malware in sbrugna...

EUVD-2010-1331

Malware in sbrugna...

EUVD-2022-38122

Malicious code in bioql PyPI...

EUVD-2025-8664

Malicious code in bioql PyPI...

EUVD-2023-32152

Malicious code in bioql PyPI...

EUVD-2025-3571

Malicious code in bioql PyPI...

CodeQL zero to hero part 5: Debugging queries

When you're first getting started with CodeQL, you may find yourself in a situation where a query doesn't return the results you expect. Debugging these queries can be tricky, because CodeQL is a Prolog-like language with an evaluation model that's quite different from mainstream languages like...

Coherence-Driven Inference for Cybersecurity

Large language models LLMs can compile weighted graphs on natural language data to enable automatic coherence-driven inference CDI relevant to red and blue team operations in cybersecurity. This represents an early application of automatic CDI that holds near- to medium-term promise for...

CVE-2023-53261 coresight: Fix memory leak in acpi_buffer->pointer

In the Linux kernel, the following vulnerability has been resolved: coresight: Fix memory leak in acpibuffer-pointer There are memory leaks reported by kmemleak: ... unreferenced object 0xffff00213c141000 size 1024: comm "systemd-udevd", pid 2123, jiffies 4294909467 age 6062.160s hex dump first 3...