Concealing LLM-Based Multi-Agent Topology via Phantom Structure Injection

arXiv:2609.37567 · cs.CR, cs.AI · Submitted 2026-09-29 · Read on arXiv

cs.CR, cs.AI

Submitted: 2026-09-29

Updated: 2026-09-29

Terminology

AUC — 34× in this paper · explained in 2 episodes
Multi-Agent System — 17× in this paper · explained in 6 episodes
Benchmark — 12× in this paper · explained in 2 episodes
Trace — 8× in this paper · explained in 2 episodes
Intellectual Property — 6× in this paper
Anonymity Set — 5× in this paper · explained in 1 episode
Ablation — 4× in this paper · explained in 1 episode
Adversarial Attacks — 4× in this paper · explained in 1 episode
Ablation study — 3× in this paper · explained in 1 episode
Accuracy — 2× in this paper · explained in 1 episode
Benchmarking — 2× in this paper · explained in 4 episodes
Consistency — 2× in this paper · explained in 3 episodes
Large Language Models (LLMs) — 2× in this paper · explained in 6 episodes
Multi-agent Collaboration — 2× in this paper · explained in 2 episodes
Pruning — 2× in this paper · explained in 4 episodes
Reasoning Traces — 2× in this paper · explained in 3 episodes
Adaptive Graph — 1× in this paper · explained in 1 episode
Agentic AI — 1× in this paper · explained in 1 episode
In Forty-first International Conference on Machine Learning — 1× in this paper
In International Conference on Learning Representations — 1× in this paper
Multi-Agent Framework — 1× in this paper · explained in 3 episodes
Reinforcement Learning — 1× in this paper · explained in 4 episodes
Robustness — 1× in this paper · explained in 5 episodes
Structural Constraints — 1× in this paper · explained in 2 episodes
Verifier — 1× in this paper · explained in 2 episodes

Concealing LLM-Based Multi-Agent Topology via Phantom Structure Injection

Terminology

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