Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-27T06:40:48.023261Z
Paper Citation Record · LEDGER
MAStrike: Shapley-Guided Collusive Red-Teaming on Multi-Agent Systems
As of 10 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2606.12918.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
27 of 27 outbound references displayed
- verified exact3
- verified fuzzy0
- unresolved23
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation dded7206-c834-4a8e-bbfa-5d998ee3d6bd · outbound
This paper cites Syntaxshap: Syntax-aware explainability method for text generation.
MAStrike: Shapley-Guided Collusive Red-Teaming on Multi-Agent Systems Syntaxshap: Syntax-aware explainability method for text generation
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T06:40:48.023261Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dfd3c9f3-0e01-4a40-96e0-0e8fe0ec5ec2 · outbound
This paper cites Multiagent collaboration attack: Investigating adversarial attacks in large language model collaborations via debate.
MAStrike: Shapley-Guided Collusive Red-Teaming on Multi-Agent Systems Multiagent collaboration attack: Investigating adversarial attacks in large language model collaborations via debate
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T06:40:48.023261Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 829a9125-19bf-4f0d-a593-4211011677b5 · outbound
This paper cites Agentharm: A benchmark for measuring harmfulness of llm agents, 2024.
MAStrike: Shapley-Guided Collusive Red-Teaming on Multi-Agent Systems Agentharm: A benchmark for measuring harmfulness of llm agents, 2024
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T06:40:48.023261Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9022fe66-d611-4210-856c-836c6a96d629 · outbound
This paper cites Polynomial calculation of the shapley value based on sampling.Computers & Operations Research, 2009.
MAStrike: Shapley-Guided Collusive Red-Teaming on Multi-Agent Systems Polynomial calculation of the shapley value based on sampling.Computers & Operations Research, 2009
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T06:40:48.023261Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cc9dcfad-93f5-4f7b-a6e8-15d113505516 · outbound
This paper cites Agentdojo: A dynamic environment to evaluate prompt injection attacks and defenses for llm agents.
MAStrike: Shapley-Guided Collusive Red-Teaming on Multi-Agent Systems Agentdojo: A dynamic environment to evaluate prompt injection attacks and defenses for llm agents
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T06:40:48.023261Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9bac2c72-0a17-4c3c-a5d0-bf9f8d3dfc90 · outbound
This paper cites Lira: A multi-agent framework for reliable and readable literature review generation.
MAStrike: Shapley-Guided Collusive Red-Teaming on Multi-Agent Systems Lira: A multi-agent framework for reliable and readable literature review generation
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T06:40:48.023261Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b8cea9ec-757f-458b-ad32-c2f7455ebb85 · outbound
This paper cites An axiomatic approach to the concept of interaction among players in cooperative games.International Journal of Game Theory, 1999.
MAStrike: Shapley-Guided Collusive Red-Teaming on Multi-Agent Systems An axiomatic approach to the concept of interaction among players in cooperative games.International Journal of Game Theory, 1999
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T06:40:48.023261Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e3fa22e1-47e2-49d3-bfff-3a965e4807be · outbound
This paper cites Agent smith: A single image can jailbreak one million multimodal llm agents exponentially fast.
MAStrike: Shapley-Guided Collusive Red-Teaming on Multi-Agent Systems Agent smith: A single image can jailbreak one million multimodal llm agents exponentially fast
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T06:40:48.023261Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37aefaaf-4194-4020-950e-8de942ef2ca2 · outbound
This paper cites Large language model based multi-agents: A survey of progress and challenges.
MAStrike: Shapley-Guided Collusive Red-Teaming on Multi-Agent Systems Large language model based multi-agents: A survey of progress and challenges
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T06:40:48.023261Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 590f6118-0864-404a-8957-22a1f8676839 · outbound
This paper cites Multi-Agent Risks from Advanced AI.
MAStrike: Shapley-Guided Collusive Red-Teaming on Multi-Agent Systems Multi-Agent Risks from Advanced AI
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T15:08:33.263196Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation bcd2288a-1f08-497b-b233-f701eaf2f3af · outbound
This paper cites Red-teaming llm multi-agent systems via communication attacks.
MAStrike: Shapley-Guided Collusive Red-Teaming on Multi-Agent Systems Red-teaming llm multi-agent systems via communication attacks
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T06:40:48.023261Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 485b01ac-de44-47b7-9ee2-dec9ac94d9f0 · outbound
This paper cites MetaGPT: Meta programming for a multi-agent collaborative framework.
MAStrike: Shapley-Guided Collusive Red-Teaming on Multi-Agent Systems MetaGPT: Meta programming for a multi-agent collaborative framework
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T06:40:48.023261Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25f9b4af-da87-4768-bd5c-fe8191e0baf1 · outbound
This paper cites On the resilience of llm-based multi-agent collaboration with faulty agents.
MAStrike: Shapley-Guided Collusive Red-Teaming on Multi-Agent Systems On the resilience of llm-based multi-agent collaboration with faulty agents
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T06:40:48.023261Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e590d0f-68ce-4ac0-a199-4d6f5033a9d9 · outbound
This paper cites Towards efficient data valuation based on the shapley value.Proceedings of AISTATS 2019, 2019.
MAStrike: Shapley-Guided Collusive Red-Teaming on Multi-Agent Systems Towards efficient data valuation based on the shapley value.Proceedings of AISTATS 2019, 2019
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T06:40:48.023261Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b27a8ca-e595-4505-84b6-eb7a9058c080 · outbound
This paper cites Fashapley: Fast and approximated shapley based model pruning towards certifiably robust dnns.SaTML, 2022.
MAStrike: Shapley-Guided Collusive Red-Teaming on Multi-Agent Systems Fashapley: Fast and approximated shapley based model pruning towards certifiably robust dnns.SaTML, 2022
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T06:40:48.023261Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0d546e6e-238e-4295-aeee-bc7f1ec87b69 · outbound
This paper cites Kavathekar, H.
MAStrike: Shapley-Guided Collusive Red-Teaming on Multi-Agent Systems Kavathekar, H
Reference 16
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-03T15:08:33.266366Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation edf99944-a0f2-4152-8bc4-df6ec3181640 · outbound
This paper cites Jailbreaking ChatGPT via Prompt Engineering: An Empirical Study.
MAStrike: Shapley-Guided Collusive Red-Teaming on Multi-Agent Systems Jailbreaking ChatGPT via Prompt Engineering: An Empirical Study
Reference 17
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T15:08:33.272247Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3a5bc70a-f4a4-45d5-9b73-fffc4b94209c · outbound
This paper cites A unified approach to interpreting model predictions.
MAStrike: Shapley-Guided Collusive Red-Teaming on Multi-Agent Systems A unified approach to interpreting model predictions
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T06:40:48.023261Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bac48bd8-af3b-419a-8dbf-0f71503e760f · outbound
This paper cites Communicative agents for software development.
MAStrike: Shapley-Guided Collusive Red-Teaming on Multi-Agent Systems Communicative agents for software development
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T06:40:48.023261Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fba5bdd6-d060-4dbe-8972-773d013f914b · outbound
This paper cites Identifying the risks of lm agents with an lm-emulated sandbox.
MAStrike: Shapley-Guided Collusive Red-Teaming on Multi-Agent Systems Identifying the risks of lm agents with an lm-emulated sandbox
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T06:40:48.023261Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b02e0fc7-b40e-42f9-9d0e-41f00dc3ee3c · outbound
This paper cites Rollout-based shapley values for explainable cooperative multi-agent reinforcement learning.
MAStrike: Shapley-Guided Collusive Red-Teaming on Multi-Agent Systems Rollout-based shapley values for explainable cooperative multi-agent reinforcement learning
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T06:40:48.023261Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d0e4042b-0373-4198-a944-49691597932c · outbound
This paper cites A value for n-person games.
MAStrike: Shapley-Guided Collusive Red-Teaming on Multi-Agent Systems A value for n-person games
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T06:40:48.023261Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3357337c-e02b-423a-8f64-2529955c9854 · outbound
This paper cites Medagents: Large language models as collaborators for zero-shot medical reasoning.
MAStrike: Shapley-Guided Collusive Red-Teaming on Multi-Agent Systems Medagents: Large language models as collaborators for zero-shot medical reasoning
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T06:40:48.023261Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 64d2fc31-1472-4e88-888c-57965fa1c6be · outbound
This paper cites GroupGuard: Collusive Attack Defense for Multi-Agent Systems.
MAStrike: Shapley-Guided Collusive Red-Teaming on Multi-Agent Systems GroupGuard: Collusive Attack Defense for Multi-Agent Systems
Reference 24
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T15:08:33.269443Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9f5ffc61-9b55-4417-b4a4-16539a585418 · outbound
This paper cites Shapley q-value: A local reward approach to solve global reward games.
MAStrike: Shapley-Guided Collusive Red-Teaming on Multi-Agent Systems Shapley q-value: A local reward approach to solve global reward games
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T06:40:48.023261Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1616f262-a17f-4bb1-b83a-ea77b092dc50 · outbound
This paper cites Tokenshapley: Token level context attribution with shapley value.
MAStrike: Shapley-Guided Collusive Red-Teaming on Multi-Agent Systems Tokenshapley: Token level context attribution with shapley value
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T06:40:48.023261Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 211cd258-44de-463d-8b2d-41dbac8cb8c5 · outbound
This paper cites Psysafe: A comprehensive framework for psychological-based attack, defense, and evaluation of multi-agent system safety.
MAStrike: Shapley-Guided Collusive Red-Teaming on Multi-Agent Systems Psysafe: A comprehensive framework for psychological-based attack, defense, and evaluation of multi-agent system safety
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T06:40:48.023261Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.