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zero-trust-architecture

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A learning-focused simulation of adversarial attacks against ML-based network intrusion detection systems within a Zero-Trust architecture, including constrained adversarial modeling, policy enforcement, and security-focused evaluation metrics.

  • Updated Apr 16, 2026
  • Python

[Apache Kafka | Python | Docker] Evolution of data security: A comparative analysis of Data Warehouses vs. Big Data architectures. Features a fully implemented Zero Trust IoT pipeline with End-to-End Encryption (SSL), Authentication (SASL), and Authorization (ACLs).

  • Updated Jan 27, 2026
  • Python

Formalizing the geometry of secrecy. This repository maps discrete Gaussian distributions onto high-rank cyclotomic lattices to thwart Shor’s algorithm. By utilizing bilinear pairings and modular forms, we provide a rigorous framework for sovereign data at the singularity. Pure math, zero trust, infinite scaling.

  • Updated Feb 14, 2026
  • Jupyter Notebook

A hybrid IDS for aircraft is proposed using Random Forests, Isolation Forests, YARA rules, and import hashing within a zero-trust architecture. Evaluated in a virtualized multi-zone testbed, it achieves high accuracy across six aviation datasets with low resource use, enabling practical onboard cybersecurity.

  • Updated Mar 12, 2026
  • Python

This repository collects Spherity research articles. It provides references and supporting material on digital identity, organizational wallets, the European Business Wallet (EBW), verifiable credentials, Digital Product Passports, data spaces, trust infrastructure, use cases, adoption strategies and business cases.

  • Updated Mar 13, 2026

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