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Paper Citation Record · LEDGER

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity

As of 7 August 2026, this Paper Citation Record lists 85 of 85 outbound references and 0 inbound Pith citation observations for arXiv:2608.03272.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2608.03272 v1

Coverage vector

measured 85 of 85 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T22:07:42.432678Z

measured 85 of 85 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

85 of 85 outbound references displayed

  • verified exact18
  • verified fuzzy0
  • unresolved64
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3122d6bc-57cf-4c66-90a3-9e887465d0cd · outbound

This paper cites Why Do Multi-Agent LLM Systems Fail?.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Why Do Multi-Agent LLM Systems Fail?

Reference 1

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source=pdf_text observed=2026-08-05T22:07:41.982048Z digest=sha256:a286bbf547f4321488282add4b646efdfd429a2e3d1d8b9bf3d00183502d31ad

Observation b4303ebe-ec30-497d-9ed3-fa9b12059668 · outbound

This paper cites Let the Agent Steer: Closed-Loop Ranking Optimization via Influence Exchange.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Let the Agent Steer: Closed-Loop Ranking Optimization via Influence Exchange

Reference 2

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source=pdf_text observed=2026-08-05T22:07:41.988536Z digest=sha256:eb0774be2595b2a8bdce03fd73e811cc6e5a3cd65dd173232140c0836e7349b0

Observation 72ec97de-6d30-423c-b6e0-48bbfed50b31 · outbound

This paper cites an unresolved cited work.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Unresolved cited work

Reference 3

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verified exact
doi, observed 2026-08-05T22:07:42.566696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T22:07:41.993906Z digest=sha256:83686005ed413396eed81565d66896a181bf20d416eaab70f302dfb67a98f43f

Observation ef27c86b-ffb0-44fc-894e-ac268c00c6bf · outbound

This paper cites an unresolved cited work.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Unresolved cited work

Reference 4

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source=pdf_text observed=2026-08-05T22:07:41.999411Z digest=sha256:b519b1ad32e4b24ca6b1a231915a1f02b3ab31424ea1184b46ddd4c9a3c39a04

Observation c018b495-1c6b-4b12-a3ee-e29818618b8f · outbound

This paper cites Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks

Reference 5

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source=pdf_text observed=2026-08-05T22:07:42.005668Z digest=sha256:837b97989877d30d0cafca32069c2042840356b6563ec805aa272dbb062118bb

Observation 884ab759-7c05-4ea6-941b-d7397b1f0d57 · outbound

This paper cites an unresolved cited work.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Unresolved cited work

Reference 6

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:07:42.010963Z digest=sha256:000c62f81cfbdbab3db2bd5408f42f6a3f1344d769eaf6549ecb2f26f35970e9

Observation 011e530b-c965-467d-9884-bc61fcad0a26 · outbound

This paper cites Gómez, A.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Gómez, A

Reference 7

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source=pdf_text observed=2026-08-05T22:07:42.016361Z digest=sha256:c923d493e68fdea4e0e5e37d5f696b0c085bc40c734899353c3d87344ff616a0

Observation 5b78afde-0831-412c-a2ab-cbadc49d27ab · outbound

This paper cites Maxwell Harper and Joseph A.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Maxwell Harper and Joseph A

Reference 8

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source=pdf_text observed=2026-08-05T22:07:42.021157Z digest=sha256:e86bb837fff9590ad85da01ccdda44bdbeed0c94cab65a966e0070d10b3eebdf

Observation e52e806d-7d05-446c-92ef-eab78f4db8fe · outbound

This paper cites OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation

Reference 9

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source=pdf_text observed=2026-08-05T22:07:42.028159Z digest=sha256:d1ddcdf16756ab157e6da882c845d707a3fac9c2c0227ccbd06e68ccaec121ff

Observation 9a683da6-de20-4caf-9efe-b95b73f4341f · outbound

This paper cites Rossi, Branislav Kveton, Dongruo Zhou, Julian McAuley, and Lina Yao.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Rossi, Branislav Kveton, Dongruo Zhou, Julian McAuley, and Lina Yao

Reference 10

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source=pdf_text observed=2026-08-05T22:07:42.033071Z digest=sha256:3905a1d0f7f1458d1a24d0119c69e6e9b8fca0f48ab9d592c4c4a7dc7e063af6

Observation 6e38ba06-2fd4-4b99-b0eb-83b24089da4f · outbound

This paper cites an unresolved cited work.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Unresolved cited work

Reference 11

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source=pdf_text observed=2026-08-05T22:07:42.044022Z digest=sha256:70ed8badecf918e7708cf5f9e8bce449a6cc20d3ec88c392cf5d560567ba840e

Observation f71597fe-86ea-46d8-b771-034a7436c20d · outbound

This paper cites Recommender AI Agent: Integrating Large Language Models for Interactive Recommendations.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Recommender AI Agent: Integrating Large Language Models for Interactive Recommendations

Reference 12

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source=pdf_text observed=2026-08-05T22:07:42.048873Z digest=sha256:fb6e5e20b49c2bfb3c9c09f2288596eaadbb9f2beebaadb248bf6fee6a8d0b29

Observation 59eaeefa-68d5-4318-a7a8-091bc77fa2dd · outbound

This paper cites Emergent Social Intelligence Risks in Generative Multi-Agent Systems.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Emergent Social Intelligence Risks in Generative Multi-Agent Systems

Reference 13

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source=pdf_text observed=2026-08-05T22:07:42.054451Z digest=sha256:fde37c0fc74bd803727850f54cf35798ec20e23fd6b8819bc2c025dca6ebd5c0

Observation bdc92014-0cdf-46ef-9494-910d615f5609 · outbound

This paper cites an unresolved cited work.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Unresolved cited work

Reference 14

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source=pdf_text observed=2026-08-05T22:07:42.061081Z digest=sha256:8fe8d9d07144713b8c8d4d659ee5b784c3125cd2f6cac1b5f94987d16b6ef2a7

Observation 610b611c-038a-4192-8c3e-f0280ef12163 · outbound

This paper cites an unresolved cited work.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Unresolved cited work

Reference 15

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source=pdf_text observed=2026-08-05T22:07:42.066394Z digest=sha256:ec436921d656ea9cc3b5dc652ee2b04e1469e1b571ddece6ca78adcec7ce9f10

Observation 1977d10e-edd1-4207-9423-e3364a2934eb · outbound

This paper cites Beyond Utility: Evaluating LLM as Recommender.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Beyond Utility: Evaluating LLM as Recommender

Reference 16

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source=pdf_text observed=2026-08-05T22:07:42.071203Z digest=sha256:2278aba4767d094b3c5c4b2d343b27454d1c7aa3e6c681614bb86566970036e4

Observation 53a017fd-4867-467b-b449-4fc85e553e8c · outbound

This paper cites an unresolved cited work.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Unresolved cited work

Reference 17

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source=pdf_text observed=2026-08-05T22:07:42.076356Z digest=sha256:e59f798f41e8f9f15c0542238899dab3a1fa0d7d4455a9e8172ee66e4dbca167

Observation e27e2c99-a118-401f-936c-a594e0e53cf2 · outbound

This paper cites an unresolved cited work.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Unresolved cited work

Reference 18

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source=pdf_text observed=2026-08-05T22:07:42.080583Z digest=sha256:ece004997513d88db5055272aeba99dff024c9545e13d5ee743e26d0a9112ecf

Observation 0886bdba-5516-4cc2-b8d0-77c7f16ca71c · outbound

This paper cites 2025.LangManus: A Community-Driven AI Automation Framework.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity 2025.LangManus: A Community-Driven AI Automation Framework

Reference 19

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source=pdf_text observed=2026-08-05T22:07:42.084607Z digest=sha256:0b0522466b97ad0cf376d634ab5601c5e2c00637d6540af289a08a5a09641c24

Observation 89d322d8-b654-44c1-a876-e688e4963e1c · outbound

This paper cites Prompt Infection: LLM-to-LLM Prompt Injection within Multi-Agent Systems.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Prompt Infection: LLM-to-LLM Prompt Injection within Multi-Agent Systems

Reference 20

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source=pdf_text observed=2026-08-05T22:07:42.088799Z digest=sha256:e50da2706f7c741a6a7e54b2a51223c672a379a26305f1b09f07732b318a32e7

Observation a918ab4c-7cf2-45fc-a412-cbac8ba08dbe · outbound

This paper cites an unresolved cited work.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Unresolved cited work

Reference 21

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source=pdf_text observed=2026-08-05T22:07:42.093397Z digest=sha256:4d52603fc8039ce2a99051b711089b3c5496ca4ad3d4f2f96119d4e43ecbbb2d

Observation 0d9f6804-9d18-4497-878e-83ac7e15789e · outbound

This paper cites an unresolved cited work.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Unresolved cited work

Reference 22

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verified exact
raw_fallback, observed 2026-08-05T22:07:45.749588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T22:07:42.098094Z digest=sha256:d9660fc5ca5802e3eb4765f182d47ae24c6099d040f83c5b5204e39a7e06accb

Observation 73f620cc-c66d-4b0a-a0fb-f8955ab519ba · outbound

This paper cites an unresolved cited work.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Unresolved cited work

Reference 23

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source=pdf_text observed=2026-08-05T22:07:42.102489Z digest=sha256:2fa5fd2124e3a351bbdddc9ef843a95d12d7ec3f8d5fe8df4362c21c880be172

Observation 1b6d963f-12aa-4677-b10f-4d9438f9dfe5 · outbound

This paper cites Don't Trust Your Upstream: Exploiting LLM Multi-Agent System via Topology-Guided Adversarial Propagation.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Don't Trust Your Upstream: Exploiting LLM Multi-Agent System via Topology-Guided Adversarial Propagation

Reference 24

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source=pdf_text observed=2026-08-05T22:07:42.107249Z digest=sha256:7b7bf6338d9bb9222ca2c009b9f9cd3eb5ed3d4b885b7d5219db41daebb24e45

Observation 9f445b20-d7c0-49ab-9aa2-a4fa03148c4e · outbound

This paper cites an unresolved cited work.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Unresolved cited work

Reference 25

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raw_fallback, observed 2026-08-05T22:07:45.511587Z

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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T22:07:42.112964Z digest=sha256:a055d8f9ba681eb715598ecffed5f3deb3b93ca55848d6a58caa6c87eed38f93

Observation 0e0a5a4f-9b15-43e1-b166-c441d4449e93 · outbound

This paper cites Topology Matters: Measuring Memory Leakage in Multi-Agent LLMs.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Topology Matters: Measuring Memory Leakage in Multi-Agent LLMs

Reference 26

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source=pdf_text observed=2026-08-05T22:07:42.117389Z digest=sha256:090d4f5f18be00c3fb8fa7fb5e19d375ddc0d0a6a09ebeb692f6d5231c8a089e

Observation a9cd9016-96ca-42ac-8d73-99bd968b4fde · outbound

This paper cites AgentCF++: Memory-enhanced LLM-based Agents for Popularity-aware Cross-domain Recommendations.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity AgentCF++: Memory-enhanced LLM-based Agents for Popularity-aware Cross-domain Recommendations

Reference 27

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local_arxiv, observed 2026-08-05T22:07:45.379875Z

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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 3de6567c-2c76-4499-bf52-ae0d5c9868da · outbound

This paper cites The Future is Agentic: Definitions, Perspectives, and Open Challenges of Multi-Agent Recommender Systems.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity The Future is Agentic: Definitions, Perspectives, and Open Challenges of Multi-Agent Recommender Systems

Reference 28

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source=pdf_text observed=2026-08-05T22:07:42.127358Z digest=sha256:c44b67c4dbc1b51190a9a6b14409599699f12d89416f0bd210c950e44a73aeb5

Observation fe5d1225-a62d-4596-9f50-3176b9b495cb · outbound

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

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity BlindGuard: Safeguarding LLM-based Multi-Agent Systems under Unknown Attacks

Reference 29

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source=pdf_text observed=2026-08-05T22:07:42.132270Z digest=sha256:708eb05552d7f8d7648bca75d2b4dd69e541f813d62144e4ea827f5caea9d72d

Observation 7e78c1c1-df0a-4678-8c2e-f279353e119c · outbound

This paper cites Manipulating Recommender Systems: A Survey of Poisoning Attacks and Countermeasures.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Manipulating Recommender Systems: A Survey of Poisoning Attacks and Countermeasures

Reference 30

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verified exact
local_arxiv, observed 2026-08-05T22:07:45.298537Z

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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 5ea070ab-7bea-4702-a35a-58b1a9b66b95 · outbound

This paper cites Exploring Backdoor Attack and Defense for LLM-empowered Recommendations.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Exploring Backdoor Attack and Defense for LLM-empowered Recommendations

Reference 31

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source=pdf_text observed=2026-08-05T22:07:42.144046Z digest=sha256:b228117f282cb4a04910bbc7f5bfc09b5a685eb21e0673c6fbbe094cd63c6c03

Observation fb5a4b14-d9af-4337-9b80-4e52d5019a00 · outbound

This paper cites an unresolved cited work.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Unresolved cited work

Reference 32

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source=pdf_text observed=2026-08-05T22:07:42.149514Z digest=sha256:adcfca2a5f85e934e803b287dd501b8250cf9e4ab207959e579951e5ea9ef463

Observation 72079a6f-7b88-4d58-808f-5982a4121a03 · outbound

This paper cites an unresolved cited work.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Unresolved cited work

Reference 33

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source=pdf_text observed=2026-08-05T22:07:42.154470Z digest=sha256:9b3f7e137bf44a05dc5760d09fe4de46a1b0fbfdeeb186b24cfb10efc1467a86

Observation fd741f99-4a97-45dc-9aa4-26a0e031417a · outbound

This paper cites an unresolved cited work.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Unresolved cited work

Reference 34

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verified exact
raw_fallback, observed 2026-08-05T22:07:45.129151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T22:07:42.158797Z digest=sha256:5034d85ee75bcae3d682461c49ed7704f2b0e7bd580b4308c4ff8796f892a6c9

Observation 905baf38-cfda-4a31-b900-6cfdd6a618f9 · outbound

This paper cites an unresolved cited work.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Unresolved cited work

Reference 35

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source=pdf_text observed=2026-08-05T22:07:42.163183Z digest=sha256:da6807c6a6f81df688ae134cef0471748f136f735fabce920ab18b0aa6e20923

Observation cff18793-a605-4e69-bb3a-82927e1b4708 · outbound

This paper cites an unresolved cited work.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Unresolved cited work

Reference 36

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source=pdf_text observed=2026-08-05T22:07:42.168040Z digest=sha256:ed25b29ecf382510ae6a61aa7fdd4111f1ec991b65f2e8017effc3c5f06e85db

Observation 81b4864b-5769-4208-a616-bba3c794af9c · outbound

This paper cites A Survey on LLM-powered Agents for Recommender Systems.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity A Survey on LLM-powered Agents for Recommender Systems

Reference 37

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source=pdf_text observed=2026-08-05T22:07:42.172329Z digest=sha256:2390c273b8ef36efff26540839a7d229a1e3e660197f6342282d45352c75ae6b

Observation b885f98b-df86-4fc3-929a-e72b4c7fd97f · outbound

This paper cites an unresolved cited work.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Unresolved cited work

Reference 38

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raw_fallback, observed 2026-08-05T22:07:44.916018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T22:07:42.177444Z digest=sha256:c5ddafe74baec5cb4178a54ce0caa4e529aeb62e74c16c94221ad873aaee1a07

Observation 2eaa5503-accf-40d0-baa6-04bfe0564fff · outbound

This paper cites AgentRecBench: Benchmarking LLM Agent-based Personalized Recommender Systems.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity AgentRecBench: Benchmarking LLM Agent-based Personalized Recommender Systems

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-05T22:07:42.181996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:07:42.181996Z digest=sha256:e7ef0211528f09c1bfacc8cd0e53a5cdbc4cb3da8b7f24d1bd4cdc5e2155e5fa

Observation 4ca546f7-74d5-4c37-a494-20a62dcb1c0f · outbound

This paper cites Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-05T22:07:42.187727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:07:42.187727Z digest=sha256:8f17d3eb2be674d504939dc8231f1e6c1c0739fda1d6bc960d1f178034b968c2

Observation 9ce8dabc-9440-44ad-93a3-d07b341271b6 · outbound

This paper cites an unresolved cited work.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Unresolved cited work

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-05T22:07:42.192963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:07:42.192963Z digest=sha256:9d1eedbb1f4a358a113b969d65a3a07dc716bc43508b284b70899b47d3d2994c

Observation caebc462-542d-40c8-be2a-87a93b416e60 · outbound

This paper cites an unresolved cited work.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Unresolved cited work

Reference 42

Resolution
verified exact
raw_fallback, observed 2026-08-05T22:07:44.670536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T22:07:42.197595Z digest=sha256:36a2fc856dc00e3e46337c8a25e0acbf3277bfd4b77b3169ea032a9dc89362ec

Observation 935e4329-0012-44a4-8c48-e8fc5a505df9 · outbound

This paper cites Personalized Recommendation Systems using Multimodal, Autonomous, Multi Agent Systems.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Personalized Recommendation Systems using Multimodal, Autonomous, Multi Agent Systems

Reference 43

Resolution
verified exact
local_arxiv, observed 2026-08-05T22:07:44.573492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T22:07:42.202065Z digest=sha256:134389977e9923436bf95105008c9a4677c56239910cee3e4debc05436106cf6

Observation b83d3335-8d72-485d-bce1-9de5713c2109 · outbound

This paper cites an unresolved cited work.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Unresolved cited work

Reference 44

Resolution
verified exact
raw_fallback, observed 2026-08-05T22:07:44.540455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T22:07:42.207877Z digest=sha256:c0ec84542015554e12b8e1096668e4b995299fa0c629b429d5acf58010b3fba2

Observation e69bc127-7d6e-4261-86b0-333670b84d27 · outbound

This paper cites Multi-Agent Systems Execute Arbitrary Malicious Code.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Multi-Agent Systems Execute Arbitrary Malicious Code

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-05T22:07:42.214656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:07:42.214656Z digest=sha256:89e9f7880f5cbfda9901836f52d53b37fc9c395a195451b709b337be11be28ee

Observation 03059b16-f2ae-48d1-bbd0-fcca57eaf516 · outbound

This paper cites IP Leakage Attacks Targeting LLM-Based Multi-Agent Systems.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity IP Leakage Attacks Targeting LLM-Based Multi-Agent Systems

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-05T22:07:42.219855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:07:42.219855Z digest=sha256:ac0a93d72f28e9df4e1fcd798c92760edf5d38b5098f2e4a66e80c2cc029b777

Observation abbfc0f4-2503-41e8-92e0-3e2dac3c51ba · outbound

This paper cites User Behavior Simulation with Large Language Model based Agents.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity User Behavior Simulation with Large Language Model based Agents

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-05T22:07:42.224736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:07:42.224736Z digest=sha256:a2a43be19d6000a0c7cd46269c8e8876a63e040c6aaf0ae0e1be148c6061be3b

Observation 87fdf0a1-cd1a-4a82-9ec5-fd17ce869322 · outbound

This paper cites G-Safeguard: A Topology-Guided Security Lens and Treatment on LLM-based Multi-agent Systems.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity G-Safeguard: A Topology-Guided Security Lens and Treatment on LLM-based Multi-agent Systems

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-05T22:07:42.230156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:07:42.230156Z digest=sha256:446074e5aa4be33902dab26d91416a70f9a66d1f9d5d2964c5c29a4b3878ea16

Observation 575bb3fb-28d5-417c-8aa9-305e000ffdcb · outbound

This paper cites an unresolved cited work.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Unresolved cited work

Reference 49

Resolution
verified exact
raw_fallback, observed 2026-08-05T22:07:44.334270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T22:07:42.235270Z digest=sha256:a397a82de04d298af7d93f5b6a85c58cbf57b4b546f52ca4b750fa38f81ef850

Observation fea13fb5-8067-439e-9d30-f02ebbfa8b5a · outbound

This paper cites RecMind: Large Language Model Powered Agent For Recommendation.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity RecMind: Large Language Model Powered Agent For Recommendation

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-05T22:07:42.239519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:07:42.239519Z digest=sha256:d5a182351bb71db7e5b531a14507ec1202602fd0228becb52c8f1a7abdeedb89

Observation 101bfe2f-0936-4977-b21d-c8267b30d5b1 · outbound

This paper cites Privacy Risks of LLM-Empowered Recommender Systems: An Inversion Attack Perspective.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Privacy Risks of LLM-Empowered Recommender Systems: An Inversion Attack Perspective

Reference 51

Resolution
verified exact
local_arxiv, observed 2026-08-05T22:07:44.212959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T22:07:42.244283Z digest=sha256:babfe0ab2a00eee3bd71a8825676e48b4aaa13c5bba47c96d0fdcafd8e3b016b

Observation 80287501-b091-4c44-af1f-525cfe56d01d · outbound

This paper cites ID-Free Not Risk-Free: LLM-Powered Agents Unveil Risks in ID-Free Recommender Systems.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity ID-Free Not Risk-Free: LLM-Powered Agents Unveil Risks in ID-Free Recommender Systems

Reference 52

Resolution
verified exact
local_arxiv, observed 2026-08-05T22:07:44.187600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T22:07:42.250218Z digest=sha256:d30386403b871e1e4fe5eb0fb6c37e75414b8c09f0be67d383d2bcd7e98f419f

Observation 0558f9d5-8443-4cbe-93bc-4872041deee9 · outbound

This paper cites an unresolved cited work.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Unresolved cited work

Reference 53

Resolution
verified exact
raw_fallback, observed 2026-08-05T22:07:44.152402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T22:07:42.254944Z digest=sha256:6afee6298763801163fac254034ab3a0e742db5471c8f13eeb6b6db32bc337e2

Observation 0bfc9218-d90d-4b9a-982f-4d13381a40e2 · outbound

This paper cites an unresolved cited work.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Unresolved cited work

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-05T22:07:42.259956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:07:42.259956Z digest=sha256:60e633f3b2352ca92c8111ee5181fb51d7f5f95a5cfe84627dc44ccce47393f2

Observation a50f4c4a-7e93-493f-b71f-638d53503a0f · outbound

This paper cites Poisoning Attacks and Defenses in Recommender Systems: A Survey.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Poisoning Attacks and Defenses in Recommender Systems: A Survey

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-05T22:07:42.264460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:07:42.264460Z digest=sha256:b8c21d3342bd51621bf90d5aef104b4c950a4be14c850dd08c2b0f9203aa2693

Observation 11eecb77-fd99-4ee8-9ae3-2d1667d75f84 · outbound

This paper cites an unresolved cited work.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Unresolved cited work

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-05T22:07:42.269373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:07:42.269373Z digest=sha256:abc07745ae7670a93482f8ad73c42d0740f6f7568bc61555ddf32c471c7f4cb0

Observation b7bda5d9-e9f5-4733-8a73-76d581ad0f2a · outbound

This paper cites an unresolved cited work.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Unresolved cited work

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-05T22:07:42.274137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:07:42.274137Z digest=sha256:ecdb69cb228678a44cb63fe0c971abdca3b2246cfc66ecf4160e0a590e6e733d

Observation 7b37eb5e-ae22-48e6-ad75-92e9b722cb74 · outbound

This paper cites MAS4POI: a Multi-Agents Collaboration System for Next POI Recommendation.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity MAS4POI: a Multi-Agents Collaboration System for Next POI Recommendation

Reference 58

Resolution
verified exact
local_arxiv, observed 2026-08-05T22:07:43.904102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T22:07:42.279120Z digest=sha256:61d25edba26c64251888ed736328e2c81cdf0146dd81a4ef97f286e8ce797ce7

Observation 6c0e19f1-5b3f-401e-8cdc-3a9ab683d2bc · outbound

This paper cites Attacking Pre-trained Recommendation.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Attacking Pre-trained Recommendation

Reference 59

Resolution
verified exact
local_arxiv, observed 2026-08-05T22:07:43.874690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T22:07:42.283770Z digest=sha256:cdedab19aa1be6484f3597e8bd6f49abb843376f83358208d683ff51fec96b55

Observation 9414fe2a-8a4e-4c44-a17e-1af7a376308f · outbound

This paper cites Cowpox: Towards the Immunity of VLM-based Multi-Agent Systems.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Cowpox: Towards the Immunity of VLM-based Multi-Agent Systems

Reference 60

Resolution
verified exact
local_arxiv, observed 2026-08-05T22:07:43.837793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T22:07:42.288855Z digest=sha256:dae795750ceefe81bff93ce22f5bd478b72e4a6625ec95c661ac79697e95e83b

Observation 58d5e141-48ac-4238-8b76-148787a807e8 · outbound

This paper cites Rossi, and Julian McAuley.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Rossi, and Julian McAuley

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-05T22:07:42.294040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:07:42.294040Z digest=sha256:4f7ab4de6b798c82d791bb0a568d845fb49eb2e36be181070884069f45cc5a7e

Observation cc04cd91-635e-4690-9947-c414885eb1b6 · outbound

This paper cites an unresolved cited work.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Unresolved cited work

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-05T22:07:42.299672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:07:42.299672Z digest=sha256:4d1bca9a146d1dbb2bff77c870d9ba89e62a6aba2de227e61e589b21c547d139

Observation 8909be5d-67d9-4685-99c1-96fccbf5d288 · outbound

This paper cites Attack the Messages, Not the Agents: A Multi-round Adaptive Stealthy Tampering Framework for LLM-MAS.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Attack the Messages, Not the Agents: A Multi-round Adaptive Stealthy Tampering Framework for LLM-MAS

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-05T22:07:42.304265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:07:42.304265Z digest=sha256:a36710c8b14e2e31931f47be1c362dec891e80def2900554b5fac7a1edf4c082

Observation 6c5e539a-e447-4add-a245-abc85d3f13a6 · outbound

This paper cites an unresolved cited work.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Unresolved cited work

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-05T22:07:42.310859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:07:42.310859Z digest=sha256:eda73dd416e729510aca351070b7d9feae7799b7bcfeb2e61493a7e6d0afac6a

Observation 8742030f-c040-4eff-a28d-2b1c2e3576d6 · outbound

This paper cites an unresolved cited work.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Unresolved cited work

Reference 65

Resolution
verified exact
raw_fallback, observed 2026-08-05T22:07:43.482234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T22:07:42.316247Z digest=sha256:9258d2c0db1b577f09297ae59c0b88b14825caf8f47114499b0cd6df52862708

Observation 8a5b0b76-5044-4549-8ce0-7f7fa514c103 · outbound

This paper cites Thought-Augmented Planning for LLM-Powered Interactive Recommender Agent.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Thought-Augmented Planning for LLM-Powered Interactive Recommender Agent

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-05T22:07:42.320972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:07:42.320972Z digest=sha256:19ba15fa27e1e0c9f0815ec3280fb7f0b1e850b880b5e70e56cd7c5a324015f8

Observation 439bf9dd-7411-49ef-9973-ca45d445ff62 · outbound

This paper cites NetSafe: Exploring the Topological Safety of Multi-agent Networks.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity NetSafe: Exploring the Topological Safety of Multi-agent Networks

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-05T22:07:42.326351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:07:42.326351Z digest=sha256:ff47cb694189143e6ea43e284b2b4214c09c7f9c5a0d755453795d8cb2894c50

Observation 78a43e56-50fe-41fd-81b0-f5bcdc1ea509 · outbound

This paper cites InjecAgent: Benchmarking Indirect Prompt Injections in Tool-Integrated Large Language Model Agents.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity InjecAgent: Benchmarking Indirect Prompt Injections in Tool-Integrated Large Language Model Agents

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-05T22:07:42.331664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:07:42.331664Z digest=sha256:069359e992bc44c1cabd8c6f15eb876e5850435585c76b439e638e3b2ad2c89c

Observation 346400ab-e9b8-4080-a79c-4f1a54e50461 · outbound

This paper cites Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-05T22:07:42.341577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:07:42.341577Z digest=sha256:1d0797be6cca84d333e62d5c3e24d7f8d766c0fdf9ba51b5ed90e7605f1d563e

Observation 85b5c48f-bdc5-48ce-85aa-e2c0d52a8c54 · outbound

This paper cites Prospect Personalized Recommendation on Large Language Model-based Agent Platform.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Prospect Personalized Recommendation on Large Language Model-based Agent Platform

Reference 71

Resolution
verified exact
local_arxiv, observed 2026-08-05T22:07:43.217930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T22:07:42.346584Z digest=sha256:c34e26ac6bd1b0aee29b896be9ea331900782e8c7377bc9e6f62cf0aff62d422

Observation 60c99874-77ac-444c-adbd-9f4b9a04b346 · outbound

This paper cites an unresolved cited work.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Unresolved cited work

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-05T22:07:42.351654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:07:42.351654Z digest=sha256:ef5344262c062e2d39ce0efbd87481b768218f15d740610ba4b96f1a97da8d23

Observation ef1fb838-c6ac-4688-84e6-a5fb717c1e27 · outbound

This paper cites an unresolved cited work.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Unresolved cited work

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-05T22:07:42.357017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:07:42.357017Z digest=sha256:d8729b25e4876fbf61a58a09ac1b82d5a29da7b075d826ec9b4561f97d84c9f1

Observation 91de21b6-0ff6-4a3f-b710-1659bc4be95c · outbound

This paper cites an unresolved cited work.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Unresolved cited work

Reference 74

Resolution
metadata mismatch
raw_fallback, observed 2026-08-05T22:07:43.061541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T22:07:42.370072Z digest=sha256:2e745281a3883d4923a49ede884cee0e20167d86aef3e18477d1f1e8d4fb6028

Observation d9d901a0-45a7-4f58-a56a-2de0a9ba6160 · outbound

This paper cites an unresolved cited work.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Unresolved cited work

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-05T22:07:42.374894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:07:42.374894Z digest=sha256:6f04182ae3b6501accf5a9fca860a522cceff1d5fc7490f2e1838ad617049911

Observation f4f9c5fb-db37-4daf-b69b-1012ded06d31 · outbound

This paper cites an unresolved cited work.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Unresolved cited work

Reference 76

Resolution
verified exact
raw_fallback, observed 2026-08-05T22:07:42.936088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T22:07:42.386272Z digest=sha256:fcaef6fdc511213e3527981487ffc6f41727a4d79afcf15227282bd1bc6d4fe4

Observation cf807d47-06b8-4406-aeb8-fcfa3025a60c · outbound

This paper cites PsySafe: A Comprehensive Framework for Psychological-based Attack, Defense, and Evaluation of Multi-agent System Safety.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity PsySafe: A Comprehensive Framework for Psychological-based Attack, Defense, and Evaluation of Multi-agent System Safety

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-05T22:07:42.392385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:07:42.392385Z digest=sha256:2bcf7c1e02d44e294f9472b2b7961f8dcfbb5a2ffce1f72a795540db4b2ca133

Observation 85c35185-f384-4a9f-8229-133d41cc3ed6 · outbound

This paper cites Human-Imperceptible Retrieval Poisoning Attacks in LLM-Powered Applications.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Human-Imperceptible Retrieval Poisoning Attacks in LLM-Powered Applications

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-05T22:07:42.380854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:07:42.380854Z digest=sha256:e3cdfd1f50801a5d63bfb1e089652e6ba92a6c9a72b149ba73748b7c4a3b1ed5

Observation ae47a06c-43cb-41c7-9970-607b6162e1d3 · outbound

This paper cites an unresolved cited work.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Unresolved cited work

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-05T22:07:42.409952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:07:42.409952Z digest=sha256:aa7e8384882e011fb59a8376309cdeca709d22382dc087f94929e9d474d6552b

Observation bb307ac2-f2a2-48ff-be59-3f140c3025a6 · outbound

This paper cites an unresolved cited work.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Unresolved cited work

Reference 80

Resolution
unresolved
no resolver link, observed 2026-08-05T22:07:42.415294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:07:42.415294Z digest=sha256:f381e071606c6a05f9ae6e158b52188cbf676543665601fcf5d1acef10ffbe0a

Observation 609589b8-4287-4171-8440-3640387bbfbb · outbound

This paper cites an unresolved cited work.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Unresolved cited work

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-05T22:07:42.402685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:07:42.402685Z digest=sha256:5caea1cb791492841c68ba77e4dbe225c086f8aee4ffc60804077f30cab1b425

Observation f7a37788-e974-4ad6-bed9-2ff4a29118e2 · outbound

This paper cites A LLM-based Controllable, Scalable, Human-Involved User Simulator Framework for Conversational Recommender Systems.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity A LLM-based Controllable, Scalable, Human-Involved User Simulator Framework for Conversational Recommender Systems

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-05T22:07:42.426490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:07:42.426490Z digest=sha256:a85f78a86246d1ae99d294aea9cbd88838254c2c0d7c37cfe94da88fd9652c16

Observation f099c07c-9901-4f45-9426-f7c89ec84bd2 · outbound

This paper cites an unresolved cited work.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Unresolved cited work

Reference 83

Resolution
unresolved
no resolver link, observed 2026-08-05T22:07:42.432678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:07:42.432678Z digest=sha256:8d5aa37525ea6d45f6cff6ab3d9b2521d0f8bf3dbe7a8a281bcf3430efcb7d48

Observation 41c32daa-f432-43b2-bd24-b500288f842e · outbound

This paper cites CORBA: Contagious Recursive Blocking Attacks on Multi-Agent Systems Based on Large Language Models.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity CORBA: Contagious Recursive Blocking Attacks on Multi-Agent Systems Based on Large Language Models

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-05T22:07:42.420500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:07:42.420500Z digest=sha256:407aeca52d52ac0c9100f60a84f348185e87a15df1bc9afa2b9a4ed25a4a65da

Observation b44ce838-e91c-4b6c-86ab-2938bf4a8572 · outbound

This paper cites Stealthy Attack on Large Language Model based Recommendation.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Stealthy Attack on Large Language Model based Recommendation

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-05T22:07:42.363853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:07:42.363853Z digest=sha256:4760964036c86d1e994ca8862b5a44785bad5452b2ded75cf8511f3feee9430b

Observation 9e9a32d8-801a-4106-80f1-a2fcb03e24bd · outbound

This paper cites Towards Agentic Recommender Systems in the Era of Multimodal Large Language Models.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Towards Agentic Recommender Systems in the Era of Multimodal Large Language Models

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-05T22:07:42.038221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:07:42.038221Z digest=sha256:7c225684aec1a93d123a08da7fb4e1136c01886e82efb1279e695f0782937be6

Pith citing papers

No inbound Pith citation observations are available.