-
When executing this on CPython 3[.]13 and earlier, it exposes your application directly to CVE-2026-82049.
This article was published on September 17, 2026. Preface: Artificial intelligence does indeed threaten human jobs. But itself contains not less design weakness because it extreme fast growth of development. The competition is major element embedded in human DNA fundemental. “Natural selection” (often paired as “Survival of the fittest”) is the core concept of the…
-
CVE-2026-90648: A sandbox escape vulnerability exists in wasm2c of WebAssembly wabt (version 1.0.41 and earlier), which affects a wide range of technical fields.
Source: Mitre, NVD – Published: 2026-09-12 Preface: Automotive & Safety-Critical SystemsIn industries where software must comply with rigid safety certifications (such as ISO 26262 for automotive or DO-178C for aerospace), executing arbitrary code at runtime using a Just-In-Time (JIT) compiler is completely forbidden. The wasm2c Advantage: Since wasm2c acts entirely as an Ahead-Of-Time (AOT) translator…
-
AMD ID- AMD-SB 7062: About Efficient Symbolic Execution design weakness (18th Aug 2026)
The security bulletin was published by AMD on August 12, 2026. Preface: Linux was introduced to High-Performance Computing (HPC) in the late 1990s, fundamentally transforming how we build powerful machines. Before this shift, traditional supercomputers were dominated by proprietary systems from vendors like Cray, IBM, and Bull. These legacy systems relied on specialized vector processors…
-
Brief Description of Scheduler-Contention Side Channel on AMD “Zen” Processors (17th Aug 2026)
Initial publication 2026-08-12 (Official) Preface: This article provides a brief overview of the AMD-SB-7069 security bulletin, focusing on scheduler contention-side channel behavior on AMD “Zen” processors and how we handle it in our code. Background: To facilitate understanding of the infographic, the following is a detailed explanation. If you look at the top left, Block…
-
CVE-2026-68820: Use after free in Windows Ancillary Function Driver for WinSock (14th Aug 2026)
Preface: Any standard machine learning framework running on Windows (such as PyTorch, TensorFlow, or ML.NET) interacts indirectly with afd.sys when performing network tasks (such as downloading datasets, communicating with distributed nodes, or querying cloud APIs). Background: afd[.]sys is the Windows Accessibility driver for WinSock. It is a core kernel-mode driver in the Windows operating system,…
-
CVE-2025-12863: About the libxml2 XML parsing library (11th Nov 2025)
Preface: Libxml2, a C library for parsing and manipulating XML documents, can be relevant in machine learning contexts when dealing with data stored or exchanged in XML format. While not a machine learning library itself, libxml2, or its Python binding lxml, serves as a foundational tool for data preparation and feature engineering. Ref: The “difference”…
-
AMD ID: AMD-SB-7055RDSEED Failure on AMD “Zen 5” Processors(27th-10-2025)
Preface: The main consequence of an RDSEED failure on AMD Zen 5 processors is instability, crashes, and potentially corrupted data, as this issue affects the processor’s ability to generate high-quality random numbers for cryptography and other sensitive tasks. This has led to the development of Linux kernel patches to temporarily disable RDSEED on affected Zen…
-
AMD response to research about Physical Address Bit Leakage on SEV-SNP Systems (22-10-2025)
Official Revision Date: 20-10-2025 Preface: A 3rd Gen AMD EPYC processor uses an integrated memory controller within its System on a Chip (SoC) to connect to DDR4 DRAM modules, rather than having a separate memory controller component. The memory controller is part of the I/O Die (IOD) which is connected to the Core Complex Dies…
-
AMD response to research about ‘GhostFetch’ (21-10-2025)
Official Revision Date: 17-10-2025 Preface: SEV-SNP is a security technology for confidential computing that encrypts virtual machine memory. SEV-SNP protects memory contents and integrity, and its security model does not depend on the cache indexing method. Background: While SEV-SNP provides strong memory encryption and integrity protections, it does not offer built-in hardware protections specifically for…
-
CVE-2025-54419: Design weakness in version 5[.]0[.]1, Node-SAML (30th July 2025)
Preface: SSO isn’t completely secure; in fact, it depends on the design of the entire system. This month, a YouTuber, known for his camera skills, posted a video about his experience, which resulted in him losing all his miles redeemed in February 2025. He contacted airline customer service, but received no reasonable response. The airline…