Paper Citation Record · LEDGER

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight

As of 7 August 2026, this Paper Citation Record lists 89 of 89 outbound references and 2 inbound Pith citation observations for arXiv:2509.10723.

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

pith.paper-citation-record.v1
2509.10723 v1

Coverage vector

measured 89 of 89 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T17:40:08.528208Z

measured 91 of 91 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T21:56:41.335924Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T17:37:14.689263Z

Reference resolution

89 of 89 outbound references displayed

verified exact10
verified fuzzy0
unresolved78
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d018413c-bf70-4857-a10f-8eebad15fb46 · outbound

This paper cites http://web.archive.org/web/20220525230009/https://www.deceptive.design/types Archived version.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight http://web.archive.org/web/20220525230009/https://www.deceptive.design/types Archived version

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.113253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 357e04a6-fae1-47c6-b13a-18200048fa0f · outbound

This paper cites Manus AI.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Manus AI

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.118815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 888555d1-2860-430c-9469-d1f3a4cda4d1 · outbound

This paper cites OpenAI launches Operator, an AI agent that performs tasks autonomously.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight OpenAI launches Operator, an AI agent that performs tasks autonomously

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.124125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c75bf7f1-d900-4559-b334-63ade0aa94ae · outbound

This paper cites an unresolved cited work.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.128483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0a38b0a-4d5c-44fb-8e03-ea49edd35155 · outbound

This paper cites 2024.Computer Use (Beta).

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight 2024.Computer Use (Beta)

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.133090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5558cc85-842a-4242-985e-0fde7523f263 · outbound

This paper cites an unresolved cited work.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.142706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 752bbc16-7b83-43af-a170-528db6e1ce9b · outbound

This paper cites an unresolved cited work.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.146962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3255c5be-efc4-46e3-b44c-f8942e751988 · outbound

This paper cites an unresolved cited work.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.151966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6d6f02c-0888-4fcd-9537-96323106bf5e · outbound

This paper cites Chai, Lanbo She, Rui Fang, Spencer Ottarson, Cody Littley, Changsong Liu, and Kenneth Hanson.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Chai, Lanbo She, Rui Fang, Spencer Ottarson, Cody Littley, Changsong Liu, and Kenneth Hanson

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.156231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9d787bb-0a79-4f97-b984-840f0d353a57 · outbound

This paper cites The Obvious Invisible Threat: LLM-Powered GUI Agents' Vulnerability to Fine-Print Injections.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight The Obvious Invisible Threat: LLM-Powered GUI Agents' Vulnerability to Fine-Print Injections

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.160733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97ceff25-2997-4af9-beb1-b18ab165128f · outbound

This paper cites Toward a Human-Centered Evaluation Framework for Trustworthy LLM-Powered GUI Agents.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Toward a Human-Centered Evaluation Framework for Trustworthy LLM-Powered GUI Agents

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.165314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3653af64-4892-4a1b-a832-592267de95d2 · outbound

This paper cites Reasoning Models Don't Always Say What They Think.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Reasoning Models Don't Always Say What They Think

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.174781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5669852e-1400-40b7-8d68-e828a89bc493 · outbound

This paper cites OS-Kairos: Adaptive Interaction for MLLM-Powered GUI Agents.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight OS-Kairos: Adaptive Interaction for MLLM-Powered GUI Agents

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.179332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41d39270-3001-4eb7-9544-14eca996fee3 · outbound

This paper cites an unresolved cited work.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.185032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 088a56f0-100f-4a34-afb5-90ef45323d26 · outbound

This paper cites an unresolved cited work.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.189317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6d0b2fd-dd91-4f6e-af11-d739c3c485db · outbound

This paper cites Structured, flexible, and robust: benchmarking and improving large language models towards more human-like behavior in out-of-distribution reasoning tasks.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Structured, flexible, and robust: benchmarking and improving large language models towards more human-like behavior in out-of-distribution reasoning tasks

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.193346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e196c40e-e294-4d6d-a698-aa58a1b9ab80 · outbound

This paper cites an unresolved cited work.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.201772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea9c2c30-a479-40f1-b70c-b63931faecd1 · outbound

This paper cites an unresolved cited work.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.205529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a9af05a-94cc-4bd7-84ef-f9847a97665c · outbound

This paper cites an unresolved cited work.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.209611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b73bd1fd-2369-43dc-a1b4-9d92e9fc69a5 · outbound

This paper cites WASP: Benchmarking Web Agent Security Against Prompt Injection Attacks.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight WASP: Benchmarking Web Agent Security Against Prompt Injection Attacks

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.213659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a20d1e59-d1c8-449d-809c-c6793e016a41 · outbound

This paper cites Give Me a Choice: The Consequences of Restricting Choices Through AI-Support for Perceived Autonomy, Motivational Variables, and Decision Performance.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Give Me a Choice: The Consequences of Restricting Choices Through AI-Support for Perceived Autonomy, Motivational Variables, and Decision Performance

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.218574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c222395a-3539-417c-b3fe-a4a93fec2061 · outbound

This paper cites Levels of Autonomy for AI Agents.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Levels of Autonomy for AI Agents

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.222893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3462fd6d-6100-4d1e-910c-355410ef3cab · outbound

This paper cites an unresolved cited work.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.227148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad4afb0a-a245-4c2e-83bc-668acd75dfe8 · outbound

This paper cites Gray and Shruthi Sai Chivukula.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Gray and Shruthi Sai Chivukula

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.231445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed1eaeec-2454-4bab-a445-6250a86b9c71 · outbound

This paper cites Gray, Shruthi Sai Chivukula, Kassandra Melkey, and Rhea Manocha.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Gray, Shruthi Sai Chivukula, Kassandra Melkey, and Rhea Manocha

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.235625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 229696ea-4f9d-419d-b0f0-dfe6ee3a5453 · outbound

This paper cites Gray, Yubo Kou, Bryan Battles, Joseph Hoggatt, and Austin L.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Gray, Yubo Kou, Bryan Battles, Joseph Hoggatt, and Austin L

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.239726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75e3023a-58fd-4e94-829d-f9c55f7353eb · outbound

This paper cites Gray, Lorena Sanchez Chamorro, Ike Obi, and Ja-Nae Duane.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Gray, Lorena Sanchez Chamorro, Ike Obi, and Ja-Nae Duane

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.244897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 621c09cd-80af-4de0-9696-0c1e3df83fde · outbound

This paper cites Gray, Cristiana Santos, Nataliia Bielova, and Thomas Mildner.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Gray, Cristiana Santos, Nataliia Bielova, and Thomas Mildner

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.249286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f28fdcd6-71f2-4850-afd3-a2dbe0c65691 · outbound

This paper cites Gray, Cristiana Teixeira Santos, Nataliia Bielova, and Thomas Mildner.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Gray, Cristiana Teixeira Santos, Nataliia Bielova, and Thomas Mildner

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.253813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98c23b18-cd3e-47b6-81d5-7f979156c227 · outbound

This paper cites an unresolved cited work.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Unresolved cited work

Reference 33

Resolution: verified exact; doi, observed 2026-08-04T17:44:11.573168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2ffbe825-c662-4233-ab8a-b011ab6dcc26 · outbound

This paper cites Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.262279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bddfa2d4-4794-44f6-aa95-025aa07ef8d5 · outbound

This paper cites an unresolved cited work.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Unresolved cited work

Reference 35

Resolution: malformed identifier; no resolver link, observed 2026-08-04T17:40:08.266934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4a2fd68-f500-4911-b0f5-566f3660cb9e · outbound

This paper cites an unresolved cited work.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.271398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57bb9d37-1376-4e0b-ab78-8eaa35e898e4 · outbound

This paper cites The Dawn of GUI Agent: A Preliminary Case Study with Claude 3.5 Computer Use.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight The Dawn of GUI Agent: A Preliminary Case Study with Claude 3.5 Computer Use

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.276375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4f50903-c553-49a2-80b6-174d5faccf16 · outbound

This paper cites Xu, Tianyue Ou, Shuyan Zhou, Jeffrey P.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Xu, Tianyue Ou, Shuyan Zhou, Jeffrey P

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.280701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1a89758-7d75-4f9d-acd1-6c343cf0ae16 · outbound

This paper cites an unresolved cited work.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.285242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e1cb449-d73d-43c5-8610-46a0a42591d1 · outbound

This paper cites an unresolved cited work.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.289241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8f61dfb-b9cd-4872-abdc-82bf48fa5b18 · outbound

This paper cites an unresolved cited work.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Unresolved cited work

Reference 41

Resolution: verified exact; doi, observed 2026-08-04T17:44:11.522416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation eb362f14-70d6-496e-ab00-abf494f775cf · outbound

This paper cites Vera Liao, Yunfeng Zhang, and Chenhao Tan.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Vera Liao, Yunfeng Zhang, and Chenhao Tan

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.297590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7124dc48-3b8e-44dd-aa41-afd72a5bf547 · outbound

This paper cites Leiva, Yunfei Xue, Avya Bansal, Hamed R.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Leiva, Yunfei Xue, Avya Bansal, Hamed R

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.301809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea8240e3-172a-4108-8fe6-aa9413588792 · outbound

This paper cites A Comprehensive Study on Dark Patterns.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight A Comprehensive Study on Dark Patterns

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.305856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 419494cc-30e0-454b-abf5-f78900c9979c · outbound

This paper cites an unresolved cited work.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.310452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30ec1e7c-ed3b-47d5-bb1f-7552a7b867fc · outbound

This paper cites an unresolved cited work.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.314457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c6a95d5-321c-40df-9765-81b90ca49fc5 · outbound

This paper cites The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.318841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f32794d9-6321-4fa6-af5e-62ef30044683 · outbound

This paper cites EVA: Evolving Semantic Adversaries for Red-Teaming GUI Agents Against Environmental Injection Attacks.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight EVA: Evolving Semantic Adversaries for Red-Teaming GUI Agents Against Environmental Injection Attacks

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.323172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e36222a-5eaf-487c-bcf0-dc21cdf6136c · outbound

This paper cites OmniParser for Pure Vision Based GUI Agent.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight OmniParser for Pure Vision Based GUI Agent

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.327723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bc2fd44-eab7-4f98-9d36-b25e4073a3c1 · outbound

This paper cites an unresolved cited work.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.332346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d920ac13-347d-4f8a-8b09-f0a5167fc0e0 · outbound

This paper cites an unresolved cited work.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.337265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef0a710f-0c09-41e6-ba11-a68b20a03a54 · outbound

This paper cites Friedman, Eli Lucherini, Jonathan Mayer, Marshini Chetty, and Arvind Narayanan.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Friedman, Eli Lucherini, Jonathan Mayer, Marshini Chetty, and Arvind Narayanan

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.341429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2dde3626-d520-42a9-9c61-ac423f1f0936 · outbound

This paper cites an unresolved cited work.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.345937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58fd6d33-1221-4c23-9a1f-97cd830f4ac0 · outbound

This paper cites an unresolved cited work.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.350446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67520882-89c1-4cf7-acdf-05c05baf6dea · outbound

This paper cites an unresolved cited work.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Unresolved cited work

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.354756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27c6c61e-b53c-4134-885c-3badde2c2e90 · outbound

This paper cites Woźniak, Rainer Malaka, and Jasmin Niess.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Woźniak, Rainer Malaka, and Jasmin Niess

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.363334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c6d6267-cd05-41ce-a26a-088bbcce0cd3 · outbound

This paper cites Doyle, Benjamin R.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Doyle, Benjamin R

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.368909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e6faee6-4a2e-4753-80d9-f20aea622d87 · outbound

This paper cites an unresolved cited work.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Unresolved cited work

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.373359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b782deb6-202f-41c4-ab62-ace821646e85 · outbound

This paper cites Montgomery.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Montgomery

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.378068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdf984d7-fcdf-4fdc-acaa-29ea1a5b563e · outbound

This paper cites Magentic-UI: Towards Human-in-the-loop Agentic Systems.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Magentic-UI: Towards Human-in-the-loop Agentic Systems

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.383103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b30e129-72a1-4cd5-904b-e3b3576dbb82 · outbound

This paper cites 2024.Browser Use: Enable AI to control your browser.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight 2024.Browser Use: Enable AI to control your browser

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.387474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45e41c45-55a4-4741-af5e-e1ac90cbcb96 · outbound

This paper cites Ahmed, Puneet Mathur, Seunghyun Yoon, Lina Yao, Branislav Kveton, Jihyung Kil, Thien Huu Nguyen, Trung Bui, Tianyi Zhou, Ryan A.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Ahmed, Puneet Mathur, Seunghyun Yoon, Lina Yao, Branislav Kveton, Jihyung Kil, Thien Huu Nguyen, Trung Bui, Tianyi Zhou, Ryan A

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.391423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cc742fd-7e30-41b8-88f4-f985ae482743 · outbound

This paper cites an unresolved cited work.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Unresolved cited work

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.395999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58c5f069-1d32-46d2-b8a3-ce20c52ac3a7 · outbound

This paper cites an unresolved cited work.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Unresolved cited work

Reference 65

Resolution: verified exact; doi, observed 2026-08-04T17:44:11.365528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e2925cca-bc88-4e95-8a67-fe80eca315fa · outbound

This paper cites 2022.Dark Commercial Patterns.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight 2022.Dark Commercial Patterns

Reference 66

Resolution: verified exact; doi, observed 2026-08-04T17:44:11.273768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 78b607ec-96d4-494f-b149-950eb5d75df9 · outbound

This paper cites 2025.Introducing Operator-Safety and Privacy.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight 2025.Introducing Operator-Safety and Privacy

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.409546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24801639-59c7-4c8b-bd75-c20c3a5bd5ee · outbound

This paper cites Parasuraman, T.B.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Parasuraman, T.B

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.413823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56ce7d72-5e7e-4ac0-8f08-fcc2b3130006 · outbound

This paper cites Park, Simon Goldstein, Aidan O’Gara, Michael Chen, and Dan Hendrycks.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Park, Simon Goldstein, Aidan O’Gara, Michael Chen, and Dan Hendrycks

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.417812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5d0ce0c-1fef-4762-a24b-76a8d92cb5b5 · outbound

This paper cites Morae: Proactively Pausing UI Agents for User Choices.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Morae: Proactively Pausing UI Agents for User Choices

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.421706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c61a679-bf0c-490b-b231-ac15627487ad · outbound

This paper cites Polit and Cheryl Tatano Beck.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Polit and Cheryl Tatano Beck

Reference 71

Resolution: verified exact; doi, observed 2026-08-04T17:44:11.113205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b6a33c9e-5026-49a5-a4b2-0c224fdc653a · outbound

This paper cites an unresolved cited work.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Unresolved cited work

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.430463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f778ba4-592a-4fc9-aec0-2de89315dc65 · outbound

This paper cites Rothwell, Valerie L.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Rothwell, Valerie L

Reference 73

Resolution: verified exact; doi, observed 2026-08-04T17:44:10.776505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 753a82cd-7ac4-4387-9acc-9b2bcc320988 · outbound

This paper cites an unresolved cited work.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Unresolved cited work

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.440693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 123fc8e1-ce97-4322-9e9b-71b24ea89de4 · outbound

This paper cites Dallas, and Vicki G.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Dallas, and Vicki G

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.445181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9986465b-70a5-488d-aa99-04b6067772a6 · outbound

This paper cites an unresolved cited work.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Unresolved cited work

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.449363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 226fbe9f-31fc-4805-8867-cc5771c6515a · outbound

This paper cites Bernstein.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Bernstein

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.454092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffc30f7d-d1f1-4fe7-81f3-cd0d99152cd3 · outbound

This paper cites an unresolved cited work.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Unresolved cited work

Reference 78

Resolution: verified exact; doi, observed 2026-08-04T17:44:10.519470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cc6060d1-fe31-4b38-aa8e-ac1b4483f9f9 · outbound

This paper cites an unresolved cited work.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Unresolved cited work

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.463195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d5858d6-3d2d-4874-953b-903a6a97ab3a · outbound

This paper cites an unresolved cited work.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Unresolved cited work

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.467329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ae22897-4d5e-41b7-a0f6-50398cbe2574 · outbound

This paper cites MobileGUI-RL: Advancing Mobile GUI Agent through Reinforcement Learning in Online Environment.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight MobileGUI-RL: Advancing Mobile GUI Agent through Reinforcement Learning in Online Environment

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.471718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2e69158-2de2-4090-9416-fae9b9593318 · outbound

This paper cites an unresolved cited work.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Unresolved cited work

Reference 82

Resolution: verified exact; doi, observed 2026-08-04T17:44:10.299976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7266addb-6a15-4f02-8786-282d76c45bc9 · outbound

This paper cites Detection and Mitigation of Hallucination in Large Reasoning Models: A Mechanistic Perspective.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Detection and Mitigation of Hallucination in Large Reasoning Models: A Mechanistic Perspective

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.480929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a719a0e1-daf8-4f48-86ac-bfb4cbbd91c6 · outbound

This paper cites an unresolved cited work.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Unresolved cited work

Reference 84

Resolution: verified exact; doi, observed 2026-08-04T17:44:09.942051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8133c3cd-a71f-4888-989a-0d0ab35e6759 · outbound

This paper cites 2003.Why people hate the paperclip: Labels, appearance, behavior, and social responses to user interface agents.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight 2003.Why people hate the paperclip: Labels, appearance, behavior, and social responses to user interface agents

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.489861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac753b0e-fde1-4623-a0d1-7ba23c2ef9ca · outbound

This paper cites an unresolved cited work.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Unresolved cited work

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.493859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5629009-affd-40d8-870a-ef1b6393abf7 · outbound

This paper cites an unresolved cited work.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Unresolved cited work

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.498377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 842ee1c8-72f2-40f8-9635-e95efe6a5538 · outbound

This paper cites Voyager: An Open-Ended Embodied Agent with Large Language Models.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Voyager: An Open-Ended Embodied Agent with Large Language Models

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.502474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03a752a7-1fc5-4ae9-8334-223059e84708 · outbound

This paper cites an unresolved cited work.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Unresolved cited work

Reference 89

Resolution: verified exact; doi, observed 2026-08-04T17:44:09.675455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 96b47a19-2e24-4660-b076-d7f06da79ab1 · outbound

This paper cites an unresolved cited work.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Unresolved cited work

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.512457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8870cfeb-931b-4e04-8f85-e0e54a4ca55d · outbound

This paper cites Characterizing Unintended Consequences in Human-GUI Agent Collaboration for Web Browsing.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Characterizing Unintended Consequences in Human-GUI Agent Collaboration for Web Browsing

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.517069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e8f434b-4cdc-4907-80c9-8ec3102fe945 · outbound

This paper cites an unresolved cited work.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Unresolved cited work

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.522955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1935ca71-f2da-458e-8a48-a57f4bd88c02 · outbound

This paper cites Recommended.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Recommended

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.528208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation d2c030b5-84f0-4600-b2f7-e38ac9070b19 · inbound

Comparing Human Oversight Strategies for Computer-Use Agents cites this paper.

Comparing Human Oversight Strategies for Computer-Use Agents Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:30:50.403370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 677ac136-3f9f-4ab9-93f2-0f73ccd6d6ca · inbound

DPAgent-in-the-Middle: Agentic Defense and Repair Against AI-Groomed Deceptive Patterns cites this paper.

DPAgent-in-the-Middle: Agentic Defense and Repair Against AI-Groomed Deceptive Patterns Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-07-02T17:37:14.690723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.