RTF Toy Experiment Artifact v0.2.0

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Authors: Stefan Lankiewicz
Cited by: 2

Abstract

Reproducible synthetic toy experiment for the paper “The Relational Threat Field: AI-Augmented Attacks as Adaptive Deformation of a Legal-Event Field”. This software artifact contains the synthetic event generator, the reference Delta_ref detector, minimal baseline detectors, ablation variants, provenance and process representations, multi-seed control checks, metrics, and reproducibility instructions. The package uses NumPy and synthetic traces only. It is not a production intrusion detection system, does not use real system logs, does not validate the OpenAI–Hugging Face incident, and does not establish superiority over the state of the art. The reported results are a controlled synthetic demonstration of operationality and falsifiability.

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
7 September 2026
Language
EN