Paper Citation Record · LEDGER

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents

As of 7 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 4 inbound Pith citation observations for arXiv:2507.00841.

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

pith.paper-citation-record.v1
2507.00841 v1

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:11:18.419497Z

measured 58 of 58 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T22:32:12.095863Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T20:58:58.591719Z

Reference resolution

54 of 54 outbound references displayed

verified exact1
verified fuzzy9
unresolved43
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d854ac20-d800-40e9-a9e8-81faae9421b0 · outbound

This paper cites Multimodal foundation models: From specialists to general-purpose assistants,.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents Multimodal foundation models: From specialists to general-purpose assistants,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:11:19.545023Z

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 b9371e58-7bbd-4167-bce8-4a6dcc2f79aa · outbound

This paper cites Towards artificial general intelligence via a multimodal foundation model,.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents Towards artificial general intelligence via a multimodal foundation model,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:11:19.528598Z

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 79381858-a62e-42ed-90c1-cb7cbae83105 · outbound

This paper cites HEMM: Holistic Evaluation of Multimodal Foundation Models.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents HEMM: Holistic Evaluation of Multimodal Foundation Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.169318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a05c567c-8b0c-417a-98aa-4e40f4cfc637 · outbound

This paper cites Multi-agent Architecture Search via Agentic Supernet.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents Multi-agent Architecture Search via Agentic Supernet

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.175027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0687ca9-ff5d-4b49-8100-432751a1effa · outbound

This paper cites Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.179806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 023d88d1-aa09-41cb-962b-7611c3a18a2c · outbound

This paper cites G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.184856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b438ebc6-52ae-409a-a544-a4776270ec1a · outbound

This paper cites A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.191017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c168babd-f642-4501-9835-b8e7e38567d4 · outbound

This paper cites Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.196423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c701e6c-f11a-4409-abbd-6a26340c3380 · outbound

This paper cites Mobilegpt: Augmenting llm with human-like app memory for mobile task automation,.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents Mobilegpt: Augmenting llm with human-like app memory for mobile task automation,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:11:19.511334Z

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 5cc6c708-016c-4949-8c38-c14ae10b85ed · outbound

This paper cites MobileExperts: A Dynamic Tool-Enabled Agent Team in Mobile Devices.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents MobileExperts: A Dynamic Tool-Enabled Agent Team in Mobile Devices

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.207157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 406bf775-53f4-4151-8833-e7c7a35018d9 · outbound

This paper cites A survey on evaluation of large language models,.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents A survey on evaluation of large language models,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.212372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe56039b-5193-4512-87b2-1a86cf2d14bb · outbound

This paper cites A Comprehensive Overview of Large Language Models.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents A Comprehensive Overview of Large Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.217493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 667e004a-1aaf-4620-82b6-ff1b3d6d6ffe · outbound

This paper cites Jailbreak Vision Language Models via Bi-Modal Adversarial Prompt.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents Jailbreak Vision Language Models via Bi-Modal Adversarial Prompt

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.221976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1e25b99-e242-43f9-bde2-b85856d93b34 · outbound

This paper cites Semantic Mirror Jailbreak: Genetic Algorithm Based Jailbreak Prompts Against Open-source LLMs.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents Semantic Mirror Jailbreak: Genetic Algorithm Based Jailbreak Prompts Against Open-source LLMs

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.227024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af2ac908-4dea-4d09-bbf9-0da22722e0bc · outbound

This paper cites CogMorph: Cognitive Morphing Attacks for Text-to-Image Models.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents CogMorph: Cognitive Morphing Attacks for Text-to-Image Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.231476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbd4317b-861f-4e89-a59c-5a7e837295f4 · outbound

This paper cites SafeMLRM: Demystifying Safety in Multi-modal Large Reasoning Models.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents SafeMLRM: Demystifying Safety in Multi-modal Large Reasoning Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.236611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1c3a9ee-8bc7-42cb-b0c3-2da3b1a909c2 · outbound

This paper cites AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.241641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ab5dd33-7b72-478c-8828-a72b8a526888 · outbound

This paper cites On the Role of Attention Heads in Large Language Model Safety.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents On the Role of Attention Heads in Large Language Model Safety

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.246898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ec67418-7368-4711-ae4c-87b048c4808a · outbound

This paper cites Safety in Large Reasoning Models: A Survey.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents Safety in Large Reasoning Models: A Survey

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.251385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbe74690-1c5c-4bc5-a40f-4d563f20d2b0 · outbound

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

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents G-Safeguard: A Topology-Guided Security Lens and Treatment on LLM-based Multi-agent Systems

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.256492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0ef321c-e090-4cdd-9fc2-cb1b5c5587c2 · outbound

This paper cites A Survey on Trustworthy LLM Agents: Threats and Countermeasures.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents A Survey on Trustworthy LLM Agents: Threats and Countermeasures

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.260987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da2ef240-28d7-4ba6-8ef3-ca316fe88bb3 · outbound

This paper cites Badclip: Dual-embedding guided backdoor attack on multimodal contrastive learning,.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents Badclip: Dual-embedding guided backdoor attack on multimodal contrastive learning,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:11:19.479685Z

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 99a98ead-e50d-4f63-97b6-bd16d713a229 · outbound

This paper cites Reasoning-Augmented Conversation for Multi-Turn Jailbreak Attacks on Large Language Models.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents Reasoning-Augmented Conversation for Multi-Turn Jailbreak Attacks on Large Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.269535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e411e200-a6e7-4bc5-b66c-ba2943ee8641 · outbound

This paper cites Vl-trojan: Multimodal instruc- tion backdoor attacks against autoregressive visual language models,.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents Vl-trojan: Multimodal instruc- tion backdoor attacks against autoregressive visual language models,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:11:19.461652Z

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 17cc5d21-b88f-4424-a663-36f7f9b2cd75 · outbound

This paper cites From Assistants to Adversaries: Exploring the Security Risks of Mobile LLM Agents.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents From Assistants to Adversaries: Exploring the Security Risks of Mobile LLM Agents

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-06T21:11:18.944034Z

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 0a12891e-6e68-4909-a568-a90b939a7856 · outbound

This paper cites Rico: A mobile app dataset for building data-driven design applications,.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents Rico: A mobile app dataset for building data-driven design applications,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:11:19.444149Z

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 9b08102a-965f-451c-96c4-41e631ce0041 · outbound

This paper cites Theoretical analysis of kl-regularized rlhf with multiple reference models,.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents Theoretical analysis of kl-regularized rlhf with multiple reference models,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.289049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd3f55c4-0321-4163-ac4a-258f0b3445aa · outbound

This paper cites RLAIF vs. RLHF: Scaling Reinforcement Learning from Human Feedback with AI Feedback.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents RLAIF vs. RLHF: Scaling Reinforcement Learning from Human Feedback with AI Feedback

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.293844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11213979-cfc9-444d-a231-6100890f1019 · outbound

This paper cites Towards Analyzing and Understanding the Limitations of DPO: A Theoretical Perspective.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents Towards Analyzing and Understanding the Limitations of DPO: A Theoretical Perspective

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.299379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3ca2522-a8b8-4d8d-a2ef-881fc3393e21 · outbound

This paper cites Is DPO Superior to PPO for LLM Alignment? A Comprehensive Study.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents Is DPO Superior to PPO for LLM Alignment? A Comprehensive Study

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.304909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb2b51fe-df35-4eb6-9cc2-452c0dc66de3 · outbound

This paper cites GPT-4 Technical Report.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents GPT-4 Technical Report

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.309572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cc4cec0-cf9e-40ee-94ab-48ec1a5a7663 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents LLaMA: Open and Efficient Foundation Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.313818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26801bb9-22f3-407b-beb8-cd8f0ba2e3dd · outbound

This paper cites Mis- tral: Dynamically managing power, performance, and adaptation cost in cloud infrastructures,.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents Mis- tral: Dynamically managing power, performance, and adaptation cost in cloud infrastructures,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:11:19.426899Z

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 e3f0a748-edfc-40a0-b0fe-51019989b903 · outbound

This paper cites Qwen Technical Report.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents Qwen Technical Report

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.322708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ef7b3c3-c895-48ea-9f19-26bfdb36e38a · outbound

This paper cites Gemma: Open Models Based on Gemini Research and Technology.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents Gemma: Open Models Based on Gemini Research and Technology

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.327905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cc399d5-41ee-49e4-ae77-583c1eef39d3 · outbound

This paper cites an unresolved cited work.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:11:19.408432Z

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 0d2b9b01-3afe-4da7-9ddb-f610378a99c1 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents Gemini: A Family of Highly Capable Multimodal Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.337724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 579c4326-c330-4b13-9ace-81ca145f159c · outbound

This paper cites DeepSeek-V3 Technical Report.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents DeepSeek-V3 Technical Report

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.342213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cba9069-851e-4876-93eb-de688730f647 · outbound

This paper cites Appagent: Multimodal agents as smartphone users,.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents Appagent: Multimodal agents as smartphone users,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.347233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26534201-1a96-433b-92bc-483bad5702ae · outbound

This paper cites Autodroid: Llm-powered task automation in android,.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents Autodroid: Llm-powered task automation in android,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:11:19.380077Z

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 936a4b81-adda-44eb-b640-f8070c2413cb · outbound

This paper cites DroidBot-GPT: GPT-powered UI Automation for Android.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents DroidBot-GPT: GPT-powered UI Automation for Android

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.356480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48d8b35c-0eb5-48b9-90ac-7d9ddacfdd76 · outbound

This paper cites CoCo-Agent: A Comprehensive Cognitive MLLM Agent for Smartphone GUI Automation.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents CoCo-Agent: A Comprehensive Cognitive MLLM Agent for Smartphone GUI Automation

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.361907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d4616db-bd25-4416-9d4e-8a7fec0c8bd7 · outbound

This paper cites LearnAct: Few-Shot Mobile GUI Agent with a Unified Demonstration Benchmark.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents LearnAct: Few-Shot Mobile GUI Agent with a Unified Demonstration Benchmark

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.366808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34bcb531-44d5-44b4-b1fa-97e2047b5026 · outbound

This paper cites MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.371502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3ff140a-fc9a-4c15-8714-ae237dc91a58 · outbound

This paper cites Advancing mobile gui agents: A verifier-driven approach to practical deployment,.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents Advancing mobile gui agents: A verifier-driven approach to practical deployment,

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.376080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8de1ea38-995d-4b38-a9f9-bd77082c4c72 · outbound

This paper cites Adversarial training for multimodal large language models against jailbreak attacks,.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents Adversarial training for multimodal large language models against jailbreak attacks,

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.380412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0334c2b0-ce0c-4df3-8685-b277757b0305 · outbound

This paper cites T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.384644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e62e0738-dd3a-4849-a3c9-4e97dab12016 · outbound

This paper cites Systematic Categorization, Construction and Evaluation of New Attacks against Multi-modal Mobile GUI Agents.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents Systematic Categorization, Construction and Evaluation of New Attacks against Multi-modal Mobile GUI Agents

Reference 48

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T21:11:18.508107Z

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 22c84498-ae68-4ee2-8d63-3a2b1ba9c841 · outbound

This paper cites Osworld: Benchmarking multimodal agents for open-ended tasks in real computer environments,.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents Osworld: Benchmarking multimodal agents for open-ended tasks in real computer environments,

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:11:19.362586Z

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 c6f89e65-b4f7-4481-9c26-eca4875be3c4 · outbound

This paper cites Webshop: Towards scalable real-world web interaction with grounded language agents,.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents Webshop: Towards scalable real-world web interaction with grounded language agents,

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.400008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3a27180-635a-4ac6-b828-1becd0260233 · outbound

This paper cites Mobile-Env: Building Qualified Evaluation Benchmarks for LLM-GUI Interaction.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents Mobile-Env: Building Qualified Evaluation Benchmarks for LLM-GUI Interaction

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.404873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 006174bb-5f56-4930-8cdd-21ba4d173eb4 · outbound

This paper cites Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.409630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a03d62ba-bf55-498e-a976-a0e5aac5f545 · outbound

This paper cites Spa-bench: A comprehensive benchmark for smartphone agent evaluation,.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents Spa-bench: A comprehensive benchmark for smartphone agent evaluation,

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.415107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e132520-222a-414d-82c6-cbf8af697334 · outbound

This paper cites WebWalker: Benchmarking LLMs in Web Traversal.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents WebWalker: Benchmarking LLMs in Web Traversal

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.419497Z

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Unavailable: canonical work link unavailable.

Pith citing papers

Observation 611200dc-a5da-442e-99ec-c4025377d53e · inbound

Memory Enhanced Fractional-Order Dung Beetle Optimization for Photovoltaic Parameter Identification cites this paper.

Memory Enhanced Fractional-Order Dung Beetle Optimization for Photovoltaic Parameter Identification SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T22:32:12.095863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23c60d0b-e663-4b30-85cf-4e4b48bddf43 · inbound

GuardAD: Safeguarding Autonomous Driving MLLMs via Markovian Safety Logic cites this paper.

GuardAD: Safeguarding Autonomous Driving MLLMs via Markovian Safety Logic SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-05-12T05:21:27.515467Z

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 4af0f3b1-729e-4ac4-9570-ca4251400d23 · inbound

PhaseWin: An Efficient Search Algorithm for Faithful Visual Attribution cites this paper.

PhaseWin: An Efficient Search Algorithm for Faithful Visual Attribution SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T20:58:58.593211Z

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 f74f5399-fa55-4c79-84b4-80fac88627d6 · inbound

It Lied to a Doctor to Buy Poison Ingredients: Quantifying Real-World Misuse of Phone-use Agents cites this paper.

It Lied to a Doctor to Buy Poison Ingredients: Quantifying Real-World Misuse of Phone-use Agents SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-07-01T18:25:57.684093Z

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.