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CVE-2026-48797: Reflex WebSocket Unauthenticated Training Vulnerability (19th June 2026)
Preface: Backpropagation is not used by a single specific robot, but rather by deep learning architectures and neural network controllers powering many modern autonomous systems. It is the foundational training algorithm used for everything from autonomous wheeled robots and robotic arms to industrial mobile robots. Background: Backpropagate is a Python library for fine-tuning large language…
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CVE-2026-24252: NVIDIA NeMo for Linux contains a vulnerability where an attacker may cause OS command injection (18th June 2026)
Preface: NVIDIA NeMo is a widely adopted, end-to-end framework for building, customizing, and deploying generative AI models (LLMs) and conversational AI agents. It is primarily used to tailor open-source models—such as Llama, Mistral, and Google Gemma—using proprietary enterprise data. Ollama, Mistral, and Google Gemma represent a powerful ecosystem for running local, open-weight Large Language Models…
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Retrospective – Design weaknesses of fantastic IoT 4.0. 17th Jun 2026
Preface: On March 31, 2026, a researcher affiliated with Positive Technologies posted that he had “extracted the Global Wrapping Key from an instance of Intel Gemini Lake Platform.” While researchers have identified foundational design weaknesses and supply chain risks in Secure Boot and key handling, there are no known instances of Intel KEK design flaws…
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CVE-2026-50507: Bitlocker weakness (16th Jun 2026)
Preface: “YellowKey” and “Bitskrieg” are critical security vulnerabilities recently disclosed in May and June 2026, allowing attackers with physical access to bypass Microsoft BitLocker full disk encryption for Windows 11 and Windows Server 2022/2025. These techniques exploit flaws in the Windows Recovery Environment (WinRE) to access data without passwords or recovery keys! Background: The TCG2…
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About CVE-2025-54509: This attack, known as the Staleus attack, could trigger a design flaw in AMD’s IOMMU.
Publication date of this article: 12th June 2026 Preface: Because CVE-2025-54509 breaks that cryptographic isolation, it directly undermines the core trust assumption of AMD SEV-SNP because the hypervisor is the only entity that is supposed to be blocked by SEV-SNP, but is granted unauthorized access by this flaw. Background: To understand why security advisories and…
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CVE-2025-10263 Mitigation on Versal Gen 2 (11th June 2026).
Preface: AMD Versal™ AI Edge Series Gen 2 adaptive SoC – These heterogeneous devices are designed to accelerate end-to-end processing (from raw sensor ingestion to AI inference and post-processing) on a single chip. They are built specifically for power and area-constrained embedded systems targeting automotive, aerospace, industrial, and healthcare markets. Background: In the AMD Versal™…
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CVE-2026-24180 and CVE-2026-24181 – Heap buffer overflow vulnerability in NVIDIA DALI (11th Jun 2026)
Preface: The attached diagram illustrates how an attacker could trigger the CVE-2026-24180 and CVE-2026-24181 vulnerabilities. This diagram serves as a visual aid for threat modeling, dividing the attack vector into two main paths within the NVIDIA Data Load Library (DALI) data processing pipeline. Background: As shown in the figure, the following detailed information explains how…
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CVE-2026-46442: Regarding Flowise versions prior to 3.1.2 (June 10, 2026)
Preface: Flowise is an open-source, low-code tool that enables users to build customized Large Language Model (LLM) orchestration flows and AI agents using a visual, drag-and-drop interface based on LangChain. It allows for rapid development of AI applications without extensive coding, connecting LLMs (OpenAI, Anthropic, Local via Ollama) with tools, vector stores, and memory. Background:…
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CVE-2025-48595 – Integer Overflow (CWE-190) in the Android Framework, affecting API and system services. (9th June 2026)
Preface: The “2025” in the CVE ID means the vulnerability was first discovered, reported, or reserved in 2025. Why Critical Vulnerabilities “Stay Silent”? If a zero-day is announced before a patch exists, every hacker in the world learns exactly how to exploit millions of devices. Keeping it confidential gives engineers time to build and test…
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Security Focus : MacOS Tahoe versions 26.1 and 26.2: About spanning sandbox escapes (BackBoardServices) – 8th June 2026
Preface: MacOS Tahoe (version 26, specifically updates 26.1 and 26.2 released in late 2025) is designed for a broad range of Apple Silicon and select Intel-based Mac computers. Key Supported Apple Products (as of late 2025/early 2026) includes MacBook Neo (2026), MacBook Air, MacBook Pro, iMac: 2020 and later models, Mac mini 2020 and later…