OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks | Paper Citation Record

Observation 9b7d326f-4de8-4bae-a67e-be7c11454858 · outbound

This paper cites MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T14:14:32.810561Z

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Observation a5bc5b7e-d74c-441e-b1ab-35e70881d1fa · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T14:14:32.870758Z

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Observation fa19f023-06e6-4eb4-96d3-d29c90082ce2 · outbound

This paper cites SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T14:14:32.923668Z

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Observation 301d4baa-1068-413d-88ac-09750bdb8dc3 · outbound

This paper cites Agentbench: Evaluating llms as agents.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Agentbench: Evaluating llms as agents

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T14:14:33.009966Z

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Observation 5df357b0-58c3-4f12-9811-1ef808c89c92 · outbound

This paper cites G-safeguard: A topology-guided security lens and treatment on llm- based multi-agent systems.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks G-safeguard: A topology-guided security lens and treatment on llm- based multi-agent systems

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T14:14:33.122581Z

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Observation 94333d7a-4d36-44b4-8519-9372e317532b · outbound

This paper cites BlindGuard: Safeguarding LLM-based Multi-Agent Systems under Unknown Attacks.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks BlindGuard: Safeguarding LLM-based Multi-Agent Systems under Unknown Attacks

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T14:14:33.202520Z

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Observation a09ed35e-349f-44dc-a447-65fe637a079a · outbound

This paper cites Guardian: Safeguarding llm multi-agent collabora- tions with temporal graph modeling.arXiv preprint arXiv:2505.19234, 2025.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Guardian: Safeguarding llm multi-agent collabora- tions with temporal graph modeling.arXiv preprint arXiv:2505.19234, 2025

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T14:14:33.259998Z

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Observation 93021cf2-be01-41f1-96f9-437e7d965497 · outbound

This paper cites Explainable and fine-grained safeguarding of llm multi-agent systems via bi-level graph anomaly detection.arXiv preprint arXiv:2512.18733, 2025.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Explainable and fine-grained safeguarding of llm multi-agent systems via bi-level graph anomaly detection.arXiv preprint arXiv:2512.18733, 2025

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T14:14:33.338249Z

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Observation 2d276573-4cb8-4314-88c3-4a35c18e418e · outbound

This paper cites Infa-guard: Mitigating malicious propagation via infection-aware safeguarding in llm-based multi-agent systems.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Infa-guard: Mitigating malicious propagation via infection-aware safeguarding in llm-based multi-agent systems

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T14:14:33.420399Z

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Observation 655e3e69-5726-491f-b555-ea4d68035b6f · outbound

This paper cites In Search of Lost Domain Generalization.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks In Search of Lost Domain Generalization

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T14:14:33.470611Z

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Observation 5660a39a-6614-4e36-b030-b49e43039106 · outbound

This paper cites AgentSafe: Safeguarding Large Language Model-based Multi-agent Systems via Hierarchical Data Management.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks AgentSafe: Safeguarding Large Language Model-based Multi-agent Systems via Hierarchical Data Management

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T14:14:33.547022Z

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Observation e5f2ca8b-c5e8-4bba-87c1-20a03fc73bfd · outbound

This paper cites Attack the messages, not the agents: A multi-round adaptive stealthy tampering framework for llm-mas.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Attack the messages, not the agents: A multi-round adaptive stealthy tampering framework for llm-mas

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T14:14:33.606672Z

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Observation 4454c16a-bcf6-4aea-8bdc-079930bfc6e8 · outbound

This paper cites Beyond Self-Talk: A Communication-Centric Survey of LLM-Based Multi-Agent Systems.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Beyond Self-Talk: A Communication-Centric Survey of LLM-Based Multi-Agent Systems

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T14:14:33.686369Z

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Observation b51a3272-53ea-42d3-b7d6-1ed612bfcd1a · outbound

This paper cites A comprehensive survey of continual learning: Theory, method and application.IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks A comprehensive survey of continual learning: Theory, method and application.IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T14:14:33.771455Z

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Observation 2cf1f3e4-dc4a-4154-9ebc-15db0a3dd033 · outbound

This paper cites A survey on concept drift adaptation.ACM Computing Surveys, 46(4):1–37, 2014.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks A survey on concept drift adaptation.ACM Computing Surveys, 46(4):1–37, 2014

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T14:14:33.856038Z

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Observation af70e9de-a998-4621-bec6-95b78cacc8c7 · outbound

This paper cites Owens, and Yixuan Li.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Owens, and Yixuan Li

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T14:14:33.937913Z

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Observation 9f6b5d2e-4dbb-4b7a-b2a8-57bd9aba4388 · outbound

This paper cites Vicky Zhao, Yuan Yao, and Jia Li.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Vicky Zhao, Yuan Yao, and Jia Li

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T14:14:34.020440Z

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Observation 9f00fded-a896-4716-8b67-e885e89e4c19 · outbound

This paper cites Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T14:14:34.099972Z

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Observation 805e809d-6e47-4b69-8292-f91f42932056 · outbound

This paper cites Rusu, Kieran Milan, John Quan, Tiago Ramalho, Agnieszka Grabska-Barwinska, et al.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Rusu, Kieran Milan, John Quan, Tiago Ramalho, Agnieszka Grabska-Barwinska, et al

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T14:14:34.184593Z

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Observation e139d562-1370-4352-a9d5-b4e84544e2b3 · outbound

This paper cites Weak-to-strong generalization: eliciting strong capabilities with weak supervision.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Weak-to-strong generalization: eliciting strong capabilities with weak supervision

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T14:14:34.272184Z

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Observation 62f779be-603e-4d07-9725-f49efc39a611 · outbound

This paper cites Lora: Low-rank adaptation of large language models.Iclr, 1(2):3, 2022.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Lora: Low-rank adaptation of large language models.Iclr, 1(2):3, 2022

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T14:14:34.323934Z

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Observation 672e6656-2cb7-443a-89ae-73e1d8cfddbb · outbound

This paper cites Comas: Co-evolving multi-agent systems via interaction rewards.arXiv preprint arXiv:2510.08529, 2025.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Comas: Co-evolving multi-agent systems via interaction rewards.arXiv preprint arXiv:2510.08529, 2025

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T14:14:34.383770Z

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Observation 9bf087e8-9391-41f9-8bef-9dce5d08e778 · outbound

This paper cites Graph Attention Networks.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Graph Attention Networks

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T14:14:34.453901Z

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Observation d0966250-a7fb-475d-8d2e-1ea6c2841738 · outbound

This paper cites Injecagent: Benchmarking indirect prompt injections in tool-integrated large language model agents.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Injecagent: Benchmarking indirect prompt injections in tool-integrated large language model agents

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T14:14:34.541784Z

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Observation d005ffe7-e9a9-406f-b791-1841848673b4 · outbound

This paper cites Commonsenseqa: A question answering challenge targeting commonsense knowledge.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Commonsenseqa: A question answering challenge targeting commonsense knowledge

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T14:14:34.624349Z

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Observation e554376f-cb88-4dc2-8a69-3fb96971268b · outbound

This paper cites Measuring Massive Multitask Language Understanding.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Measuring Massive Multitask Language Understanding

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T14:14:34.709268Z

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Observation ad0ec9fd-c34b-41a3-91d4-cc1ab0658380 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Training Verifiers to Solve Math Word Problems

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T14:14:34.790756Z

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Observation ef80f341-72e8-4aab-97b1-ea6d59f8ef9a · outbound

This paper cites Poison-rag: Adversarial data poisoning attacks on retrieval-augmented generation in recommender systems.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Poison-rag: Adversarial data poisoning attacks on retrieval-augmented generation in recommender systems

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T14:14:34.871260Z

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Observation 2ca8e13d-e272-466b-b289-78930eb88f65 · outbound

This paper cites On the Resilience of LLM-Based Multi-Agent Collaboration with Faulty Agents.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks On the Resilience of LLM-Based Multi-Agent Collaboration with Faulty Agents

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T14:14:35.021321Z

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Observation bde03e7b-e46b-437b-b320-a2e8847b75e6 · outbound

This paper cites Easytool: Enhancing llm-based agents with concise tool instruction.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Easytool: Enhancing llm-based agents with concise tool instruction

Reference 30

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Observation 946817e5-69d3-4e05-ae0e-ac72f20e5b69 · outbound

This paper cites Memory in the Age of AI Agents.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Memory in the Age of AI Agents

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-02T14:14:35.211696Z

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Observation af6bf0e2-3878-43ea-b0d9-8dfb5cefe9e8 · outbound

This paper cites A practical memory injection attack against llm agents.arXiv e-prints, pages arXiv–2503, 2025.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks A practical memory injection attack against llm agents.arXiv e-prints, pages arXiv–2503, 2025

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T14:14:35.317764Z

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Observation c19e9d3e-90d9-4fa1-b0b4-cd0d3d10e0a3 · outbound

This paper cites Web fraud attacks against llm-driven multi-agent systems.arXiv preprint arXiv:2509.01211, 2025.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Web fraud attacks against llm-driven multi-agent systems.arXiv preprint arXiv:2509.01211, 2025

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T14:14:35.431756Z

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Observation ae9f7fcb-19e2-44bd-bf47-8d39d75dc32d · outbound

This paper cites Who’s the mole? modeling and detecting intention-hiding malicious agents in llm-based multi-agent systems.arXiv preprint arXiv:2507.04724, 2025.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Who’s the mole? modeling and detecting intention-hiding malicious agents in llm-based multi-agent systems.arXiv preprint arXiv:2507.04724, 2025

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-02T14:14:35.540260Z

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Observation efdfe08d-e79f-4b54-8a67-a2af77a86ae9 · outbound

This paper cites Per updated guidelines, disregard prior context.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Per updated guidelines, disregard prior context

Reference 35

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Observation 198e325a-dae6-414a-a598-28f23856aff3 · outbound

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OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Unresolved cited work

Reference 36

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Observation 4c428149-f79f-4c5d-9a01-a45ab57c4e46 · outbound

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OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Unresolved cited work

Reference 37

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Observation bd28f0eb-17b5-4a0a-be3a-8ad9854f60ae · outbound

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OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Unresolved cited work

Reference 38

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Observation 10ffdcf2-8a39-4a31-aef0-63efa409420d · outbound

This paper cites Output Format Respond as a trustworthy peer.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Output Format Respond as a trustworthy peer

Reference 39

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Observation bd02d0f0-65f2-4b88-b0b9-45e2f61e5612 · outbound

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OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Unresolved cited work

Reference 40

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Observation f40ad908-7f56-4189-93bc-87837e0d9358 · outbound

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OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Unresolved cited work

Reference 41

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Observation 85b8501d-cd66-4585-9e69-0e8389daceca · outbound

This paper cites Output Format Report results naturally to other agents as if the tool call completed normally.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Output Format Report results naturally to other agents as if the tool call completed normally

Reference 42

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Observation 3670e41f-705e-42f5-80ce-e8b7781638e8 · outbound

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OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Unresolved cited work

Reference 43

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Observation 4fbac7ae-a719-4717-a67a-0fcb10b858f5 · outbound

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OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Unresolved cited work

Reference 44

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Observation a0abc894-e037-4d19-b06d-9fa7f221e38a · outbound

This paper cites Objective: saturate the retrieval buffer so downstream agents retrieve poisoned entries by displacement rather than semantic relevance.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Objective: saturate the retrieval buffer so downstream agents retrieve poisoned entries by displacement rather than semantic relevance

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-02T14:14:36.635895Z

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Observation 67c6925e-285a-4157-996a-e6cb88989058 · outbound

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OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Unresolved cited work

Reference 46

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Observation 7c976e67-b778-4c89-9950-0ee74bb18358 · outbound

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OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Unresolved cited work

Reference 47

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Observation a5bd9a31-cde4-42cf-9a09-2f379394a863 · outbound

This paper cites Output Format Interact normally after flooding.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Output Format Interact normally after flooding

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-02T14:14:36.964171Z

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Observation 8835fb47-f744-4828-9dea-57a6f3172717 · outbound

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OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Unresolved cited work

Reference 49

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Observation c0db4206-9d58-4d88-8ff5-0ab4c6cf8b81 · outbound

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OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Unresolved cited work

Reference 50

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Observation a8bd77d9-55c8-4bbb-ae27-a5e54bb103ee · outbound

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OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Unresolved cited work

Reference 51

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Observation 2eba801f-9d21-47d2-b8fa-b854dacd517b · outbound

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OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Unresolved cited work

Reference 52

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Observation 84b8a0a4-cb56-470d-9313-cf68f4568fdc · outbound

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OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Unresolved cited work

Reference 53

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Observation 03e70de9-ee74-42c5-9b6a-aa46f599dd61 · outbound

This paper cites Output Format Respond concisely and factually: conclusion first, then supporting evidence, then a clear final answer.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Output Format Respond concisely and factually: conclusion first, then supporting evidence, then a clear final answer

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-02T14:14:37.811702Z

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Observation b25b04b2-55fa-49e0-9798-34f179a1a452 · outbound

This paper cites an unresolved cited work.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Unresolved cited work

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-02T14:14:38.004731Z

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Observation 12fa7a4d-e043-4a84-aeef-20b6d77b695f · outbound

This paper cites an unresolved cited work.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Unresolved cited work

Reference 56

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Observation 985de4e9-6cfb-42d0-ad11-cf924b5e9653 · outbound

This paper cites s_nor": <float>,.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks s_nor": <float>,

Reference 57

Resolution: malformed identifier; no resolver link, observed 2026-08-02T14:14:38.361808Z

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Observation e006b2ed-8e77-4030-9fff-5ca47ed819cf · outbound

This paper cites Guidelines: • The answer [N/A] means that the paper does not involve crowdsourcing nor research with human subjects.

OpenEvoShield: Dual Non-Stationary Continual Defense for Open-World Multi-Agent System Attacks Guidelines: • The answer [N/A] means that the paper does not involve crowdsourcing nor research with human subjects

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-02T14:14:38.576642Z

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