c4-meta-system

C4-META System v1.0.0 research prototype Research prototype for multi-layer AI defense: C4 explainability, ensemble classifiers, deobfuscation, O₂ security engine, ThoughtVirus defense, and SVETILO value alignment. Alpha-grade — validated internally, external audit pending. Version: 1.0.0-alpha |...

RansomTrack: A Hybrid Behavioral Analysis Framework for Ransomware Detection

Ransomware poses a serious and fast-acting threat to critical systems, often encrypting files within seconds of execution. Research indicates that ransomware is the most reported cybercrime in terms of financial damage, highlighting the urgent need for early-stage detection before encryption is...