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Evidence record 516 · automatically gathered

Agent-Native Immune System: Architecture, Taxonomy, and Engineering

The transition from static chat bots to autonomous agents--equipped with persistent memory, tool-use protocols, and multi-agent collaboration--has fundamentally expanded the AI threat landscape. Current defense mechanisms, such as perimeter security and training-time alignment, remain external to the agent's active reasoning loop. Consequently, they fall short: a fully aligned agent remains highly vulnerable to runtime hijacking via memory poisoning, tool-chain manipulation, or multi-agent proto

Record details

Published: 26 June 2026
Source: arXiv
Category: Research
Topics: Safety & alignment · Military & security · Agents & autonomy
Retrieved: 14 July 2026

source-onlyevidence status

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.

Shared topic: Safety & alignment · Shared topic: Military & security

Defending against Adaptive Prompt Injection Attacks via Reasoning-enabled Task Alignment

arXiv · 13 June 2026

Shared topic: Safety & alignment · Shared topic: Military & security

Backchaining Loss of Control Mitigations from Mission-Specific Benchmarks in National Security

arXiv · 20 May 2026

Shared topic: Safety & alignment · Shared topic: Military & security

The Anatomy of a Prompt Injection: A Component Model for Structured Analysis

arXiv red teaming query · 7 August 2026

Shared topic: Safety & alignment · Shared topic: Military & security

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production

arXiv red teaming query · 9 August 2026

Shared topic: Safety & alignment · Shared topic: Military & security

The Autonomy Tax: Defense Training Breaks LLM Agents

arXiv · 19 March 2026

Shared topic: Safety & alignment · Shared topic: Military & security

Directional Embedding Smoothing for Robust Vision Language Models

arXiv · 16 March 2026

How to cite this record

ethics.ai (26 June 2026), “Agent-Native Immune System: Architecture, Taxonomy, and Engineering,” evidence record 516, https://ethics.ai/record/516 (originally published by arXiv).

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