Cyberdes Publications

Our peer-reviewed publications detail how we combine AI and security across critical infrastructure. The papers below unpack our architectural choices and the lessons we derive from real deployments.

Featured Publications

Security-Focused Research

Our field teams routinely document the methods we apply across public infrastructure and enterprise LLM operations. Each paper shares actionable insights spanning threat modeling, supervised architectures, and performance evidence.

FPGA-based chaotic image encryption using systolic arrays

The Electronics journal article (Vol. 12, No. 12, 2023) details an FPGA-based chaotic encryption architecture that blends systolic arrays with Lü–Chen oscillators to accelerate image protection.

  • Fuses confusion and diffusion in a single systolic pipeline to lower resource usage. One of the fastest image encryption systems in the world
  • Demonstrates resilience against statistical and differential attacks on benchmark datasets
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Fake human face recognition with classical-quantum hybrid transfer learning

The Computers and Informatics study (Vol. 1, No. 1, 2021) explores a classical-quantum hybrid transfer-learning workflow for detecting synthetic faces in high-security review loops.

  • Combines ResNet-18 encoders with dressed quantum circuits
  • Reports improved fake-face detection accuracy over classical-only baselines
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