MELONA SENTINEL — Asymmetric Dominance in Web Defense: Ontological Validation Precedes Interpretation. A Mathematical Model for Deterministic Network Exclusion

This paper introduces MELONA SENTINEL, a deterministic web defense architecture grounded in ontological validation, where the existence of a network entity is formally validated prior to interpretation, classification, or response. Departing from probabilistic, heuristic, and behavior-based security paradigms, the proposed MCA_FCM (Mathematical Cognitive Asymmetry – Formal Control Model) defines a non-reactive defense strategy in which illegitimate entities are excluded at the existence layer, preventing interaction rather than responding to it. The work formalizes this approach through a rigorous mathematical model that establishes asymmetric dominance by design, eliminating the need for adaptive learning, signature databases, or real-time behavioral inference. In addition to its theoretical and mathematical foundations, the paper includes a canonical forensic appendix serving as an immutable validation record, ensuring reproducibility, auditability, and epistemic integrity. This publication represents a camera-ready, content-frozen version intended for long-term public archival, formal citation, and reproducible reference within deterministic security research.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-01-09
DOI
https://doi.org/10.5281/zenodo.18196737
Primary Topic
Information and Cyber Security
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

MELONA SENTINEL — Asymmetric Dominance in Web Defense: Ontological Validation Precedes Interpretation. A Mathematical Model for Deterministic Network Exclusion

Inoel Garcia Penton
Zenodo (CERN European Organization for Nuclear Research)
Information and Cyber Security
article

MELONA SENTINEL — Asymmetric Dominance in Web Defense: Ontological Validation Precedes Interpretation. A Mathematical Model for Deterministic Network Exclusion

Inoel Garcia Penton
article en

Abstract

This paper introduces MELONA SENTINEL, a deterministic web defense architecture grounded in ontological validation, where the existence of a network entity is formally validated prior to interpretation, classification, or response. Departing from probabilistic, heuristic, and behavior-based security paradigms, the proposed MCA_FCM (Mathematical Cognitive Asymmetry – Formal Control Model) defines a non-reactive defense strategy in which illegitimate entities are excluded at the existence layer, preventing interaction rather than responding to it. The work formalizes this approach through a rigorous mathematical model that establishes asymmetric dominance by design, eliminating the need for adaptive learning, signature databases, or real-time behavioral inference. In addition to its theoretical and mathematical foundations, the paper includes a canonical forensic appendix serving as an immutable validation record, ensuring reproducibility, auditability, and epistemic integrity. This publication represents a camera-ready, content-frozen version intended for long-term public archival, formal citation, and reproducible reference within deterministic security research.

Zenodo (CERN European Organization for Nuclear Research)
Reduced inequalities
Openalex Percentile: Top 95%
Information and Cyber Security
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.