Privacy Preserving Edge AI for IoT Using a Risk and Cost Framework for Data Boundary Control Confidentiality Lifetime and Model Feasibility
DOI · 10.5281/zenodo.23160158
EGK Publishing House / Research
Research programme · Made by Malaysian for the world
Research & Preprints.
DOI-indexed preprints and an open dataset from EGK Publishing House, together with manuscripts currently under editorial process at Springer Nature journals, each with an infographic summary.
01 · DOI-indexed
Preprints & Dataset.
Selected research preprints and a benchmark dataset with persistent DOI identifiers, spanning artificial intelligence, quantum technology, AI governance, edge AI and biomedical AI.
Status: These records are preprints (or a dataset) based on their current research-record status. They are not represented here as accepted, peer reviewed, published or scientifically validated unless that status has been formally confirmed.
Sequencing Effects in the AGI-Quantum Convergence A Scenario-Based Framework for Anticipating Civilizational Divergence
DOI · 10.5281/zenodo.23160975
Beyond Timelines Enforcement Velocity for Post-Quantum Readiness—AI Governance as a Comparative Case
DOI · 10.5281/zenodo.23161928
On-device large language model screening of drug-drug interactions an empirical evaluation and biomedical AI framework
DOI · 10.5281/zenodo.23162136
Artificial Intelligence and Quantum Technology A Dual Frontier Strategy for the Next Era of Computational and Scientific Leadership
DOI · 10.5281/zenodo.23161608
06
Open dataset
v1.0.0
Phi-3.5 Mini
4 benchmark runs
Raw data · Edge AI feasibility
EGKAICore Benchmark Dataset v1.0.0 — raw four-run Phi-3.5 Mini benchmark data supporting an edge AI feasibility evaluation
DOI · 10.5281/zenodo.22094498
05 DOI-indexed preprints · 01 open dataset record
02 · Editorial process
Manuscripts Under Review.
Selected manuscripts submitted to Springer Nature journals. Each infographic is a visual summary of the submitted work, shown while the manuscript is still being assessed.
Editorial-status notice: These manuscripts have not been represented as accepted or published. “In peer review” and “Transferred” are process statuses, not publication decisions, and may change. Infographics are not peer reviewed and the findings they show are provisional. Submission does not imply acceptance.
Evidence Bounded Design Science Auditing of the EGK AI Insure Prototype
Discover Informatics · Not yet published
Infographic summary · not peer reviewed · findings provisional
Evidence Bounded Auditing of Open Source Financial Crime Machine Learning Pipelines
Discover Informatics · Not yet published
Infographic summary · not peer reviewed · findings provisional
A Workload-Conditional Framework for Benchmarking Classical, AI, Quantum-Inspired and Hybrid Scientific Computation
Discover Quantum Science · Not yet published
Infographic summary · not peer reviewed · findings provisional
AI-Native Mobile Operating Systems: A Design-Science Reference Architecture for Intent-Driven Software Generation and Runtime Control
Discover Informatics · Not yet published
Infographic summary · not peer reviewed · findings provisional
From 12 Years to 5 Years? Assessing the Potential of AI-Accelerated Small Modular Reactor Development
Clean Technologies and Environmental Policy · Not yet published
Infographic summary · not peer reviewed · findings provisional
Status updates
Journal details, DOI links and publication records are added here only after each manuscript reaches a confirmed editorial milestone.
Submission does not imply acceptance.