Source record

Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2608.24069.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

Systematic empirical study of adversarial vulnerabilities in LLM-based multi-agent trading systems, examining how poisoned signals propagate through four agent roles (Analyst, Researcher, Trader, Risk Manager) and four communication topologies, with experiments across five assets and two backbones. Central finding: no architecture is inherently robust.

For builders of multi-agent LLM pipelines, this provides measured evidence on which roles and topologies are most susceptible to adversarial signal propagation, along with a reusable robustness metric (APS).

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