CVEFlow is the public attack-chain graph I use to turn messy modern CVEs into readable paths with exploit steps, C2, lateral movement, kernel details, and defender notes.
Tech Writeups
Deep dives into technology, security, and innovation.
FortiGate adds protocol-aware ML to IPS, which makes it especially relevant for HTTP-based C2 and Cobalt Strike traffic.
CyberSec.ma and Our Shai-Hulud 2.0 Research
A short recap of the Shai-Hulud 2.0 analysis, lab work, and public checker we released through CyberSec.ma.

PQC Is Quietly Becoming Part of TLS
Why hybrid post-quantum key exchange is moving from draft specs into browsers, libraries, and production security products.
A concise personal note on one timing pattern in the April 2025 CNSS leak, without claiming official attribution or forensic certainty.

A critical analysis of current AI model benchmarking approaches and why they fail to capture true capabilities

DeepSeek R1 buzz:is it really OpenSource?
Linux & Kubernetes Security
A handy cheatsheet for Linux and Kubernetes security commands and concepts.

The Math behind Quantum, in a nutchel
Cutting through the hype to explore the mathematics powering quantum computers

How I built a device that precisely matches mosque prayer times using cutting-edge tech
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