A Security-Oriented Lifecycle Model for Large Language Model Systems
Large language models are being integrated into critical infrastructure and enterprise workflows at unprecedented scale,yet the lifecycle frameworks governing their development and operations were designed for operational efficiency rather than security analysis. As a result, security-relevant activities such as data provenance verification, artifact signing, agentic permission control, and decommissioning are often left implicit or assumed to receive due care. Governance frameworks, in turn, or
Record details
Published: 4 August 2026
Source: arXiv
Category: Research
Topics: Regulation · Agents & autonomy
Retrieved: 5 August 2026
Related evidence
These records share source-supplied organisations, an exact publisher byline, automatic topics or regions. The reason is shown on every link; related does not mean supporting, agreeing with or verifying this record.
A Security-Oriented Lifecycle Model for Large Language Model Systems
arXiv cs.CY · 5 August 2026
AgenticECO: An Agentic Framework for ECO on 3D Integrated Circuits
arXiv cs.AI · 4 August 2026
Structure-Aware Robust Fine-Tuning: Defending Vision-Language-Action Robots Against Physical Attention Hijacking
arXiv · 4 August 2026
When Privileged Guidance Misaligns: State-Matched Routing and Contextualized Self-Distillation for Multi-Turn Agents
HuggingFace Daily Papers · 4 August 2026
Interoceptive Attention as Dynamic Homeostatic Prioritization in a Foraging Agent
arXiv · 4 August 2026
Optimal Liability Design for Medical AI
arXiv cs.CY · 5 August 2026
How to cite this record
ethics.ai (4 August 2026), “A Security-Oriented Lifecycle Model for Large Language Model Systems,” evidence record 16277, https://ethics.ai/record/16277 (originally published by arXiv).
Use and limitations
This page is a stable index and citation surface for a source record. ethics.ai did not author the underlying report and has not independently verified every claim. Automatic topics may be imperfect. For consequential use, quote and cite the original publisher.