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CVE-2026-33579: (OpenClaw 2026.3.28 or later) will also address a CVSS 9.9 token rotation race condition flaw allowing full admin access and remote code execution (9th April 2026)
Preface: Unlike ChatGPT, which is a conversational chatbot, OpenClaw is designed to act. It receives a high-level goal, breaks it down into structured tasks, calls APIs, executes shell commands, and iterates until the objective is complete. Installing OpenClaw (formerly ClawdBot) to collaborate with OpenAI on a smartphone that already contains WhatsApp is designed to achieve…
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CVE-2026-35616 affecting FortiClient EMS 7.4.5 (9th Apr 2026)
Preface: Trusting HTTP headers—such as X-SSL-CLIENT-VERIFY, X-SSL-Client-S-DN, or X-Forwarded-User—as primary proof of authentication is highly dangerous unless specifically designed to be passed from a trusted proxy. The core risk is header spoofing, where an attacker directly manipulates these headers to impersonate any user, bypassing authentication completely. Background: Does Forticlient EMS use Django? Yes, recent versions…
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CVE-2026-24164 and CVE-2026-24165: About BioNeMo Framework (06 April -2026)
Preface: DNA models like DNABERT and Evo2 are Genomic Foundation Models (gLMs), which treat the DNA sequence of 4 letters (A (Adenine), C (Cytosine), T (Thymine), and G (Guanine).) as a “language” to learn the fundamental rules, patterns, and “syntax” governing life. Similar to how Large Language Models (LLMs) like GPT are pre-trained on vast…
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CVE-2026-24148, CVE-2026-24154 and CVE-2026-24153: About NVIDIA Jetson (2nd-April-2026)
Preface: NVIDIA JetPack and Jetson Linux (formerly L4T – Linux for Tegra) are the foundational software stacks for NVIDIA Jetson AI modules. Jetson Linux provides the essential BSP (bootloader, Linux kernel, Ubuntu rootfs, drivers), while JetPack SDK bundles this with developer tools, libraries (CUDA, TensorRT), and APIs for AI, computer vision, and robotics. Background: The…
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CVE-2026-5164: A flaw has been found in virtio-win. Don’t underestimate this; the field of artificial intelligence also needs virtio-win! (1st April 2026)
Preface: While NVIDIA CUDA provides powerful parallel processing capabilities on both Linux and Windows, developers still need to run Windows on top of Linux using virtio-win in several specific environments: For example: Windows-Exclusive HPC Applications Many specialized scientific and engineering applications are only developed for Windows and cannot be easily recompiled for Linux. Background: To…
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About Trivy: Closer Look what is happen through CI/CD Ecosystems. Staying alert! (31st Mar 2026)
Preface: According to Mandiant, over a thousand SaaS environments have been impacted by ongoing supply chain compromises of Aqua Security’s open-source scanner Trivy, and researchers predict that the impact may grow by an order of magnitude. Researchers have since reported multiple downstream attacks enabled by the compromise, possibly via implementations of Trivy. Sysdig observed the…
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CVE-2026-24157 and CVE-2026-24159: To protect your system, NVIDIA recommends updating to NeMo Framework version 2.6.2 or later (30-03-2026)
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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CVE-2026-24141: NVIDIA Model Optimizer for Windows and Linux contains a vulnerability in the ONNX quantization feature. (27th Mar 2026)
Preface: A design limitation has been discovered in the ONNX quantization function of the NVIDIA model optimizer for Windows and Linux. However, confusingly, the ONXY function appears to only work on Windows/RTX (not Linux). What is the actual design limitation? A sophisticated technical question. The confusion often stems from the fact that while ONNX is…
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Remedy CVE-2025-33244, securely deserialize data for use with APEX or PyTorch. (26th Mar 2026)
Preface: The core design goal of NVIDIA Apex is to achieve mixed precision training, which mainly involves a combination of **16-bit (FP16)** and **32-bit (FP32)**. Background: In NVIDIA APEX, handling FP16 and FP32 data is primarily managed through the Automatic Mixed Precision (AMP) module. You don’t need to manually cast your data. Current Gold Standard…
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Do not underestimate the design flaws of jsrsasign (CVE-2026-4603) – 25th Mar 2026
Preface: Software and platforms known to use jsrsasign include CustomJS, ServieNow, Postman, jwt.io, the BitcoinJS library, OpenPGP.js, Google Apps Script, and add-on utilities. Background: Jsrsasign (RSA-Sign JavaScript Library) is a pure JavaScript cryptographic library designed to handle RSA, ECDSA, and DSA operations, including key generation, digital signature creation/verification, and encryption. It provides the mathematical and…