Paper Citation Record · LEDGER

Agentic Discovery and Validation of Android App Vulnerabilities

As of 19 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 1 inbound Pith citation observation for arXiv:2508.21579.

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

pith.paper-citation-record.v1
2508.21579 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T16:44:52.852978Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T19:03:11.074339Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T23:30:52.612463Z

Reference resolution

46 of 46 outbound references displayed

verified exact1
verified fuzzy33
unresolved11
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cb292c54-b241-4d21-b1b9-56f335bb6375 · outbound

This paper cites Android app statistics 2024.

Agentic Discovery and Validation of Android App Vulnerabilities Android app statistics 2024

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:44:53.523824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4b7da8d9-6da7-42a5-b056-d1ecaa827bbf · outbound

This paper cites 2024 mobile security index report.

Agentic Discovery and Validation of Android App Vulnerabilities 2024 mobile security index report

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:44:53.513965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 200532b3-9df9-4c12-876f-12757be38b17 · outbound

This paper cites Source code analysis tools, 2024.

Agentic Discovery and Validation of Android App Vulnerabilities Source code analysis tools, 2024

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:44:53.504479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5a24d8d2-9687-4da7-a6e0-6e453dd6f313 · outbound

This paper cites Flow- droid: Precise context, flow, field, object-sensitive and lifecycle-aware taint analysis for android apps.

Agentic Discovery and Validation of Android App Vulnerabilities Flow- droid: Precise context, flow, field, object-sensitive and lifecycle-aware taint analysis for android apps

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:44:53.494779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 39586d16-0936-424f-97f1-3850bd234de1 · outbound

This paper cites MobSF: Mobile security framework,.

Agentic Discovery and Validation of Android App Vulnerabilities MobSF: Mobile security framework,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:44:53.484773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 301e60a6-39f7-4a13-8fb0-ac3d54f3f26c · outbound

This paper cites APKHunt: A comprehensive static code analysis tool for android apps, 2024.

Agentic Discovery and Validation of Android App Vulnerabilities APKHunt: A comprehensive static code analysis tool for android apps, 2024

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:44:53.474989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a55b0e6d-f1fb-4ec6-8dac-8683bccc5856 · outbound

This paper cites Under- standing security mistakes developers make: Qualitative analysis from build it, break it, fix it.

Agentic Discovery and Validation of Android App Vulnerabilities Under- standing security mistakes developers make: Qualitative analysis from build it, break it, fix it

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:44:53.465254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 02ad9357-4217-4515-bfb4-ef14995749d4 · outbound

This paper cites an unresolved cited work.

Agentic Discovery and Validation of Android App Vulnerabilities Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:44:53.455546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c1e9e936-9f89-410f-b45c-396c37791dae · outbound

This paper cites Dynamic application security test- ing, 2024.

Agentic Discovery and Validation of Android App Vulnerabilities Dynamic application security test- ing, 2024

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:44:53.445953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fc2d4dbe-debb-4ca9-99f8-1bc3ccc75a3d · outbound

This paper cites Dynamic security anal- ysis on android: A systematic literature review.

Agentic Discovery and Validation of Android App Vulnerabilities Dynamic security anal- ysis on android: A systematic literature review

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:44:53.436402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9c0447f3-f9e2-4d11-b7eb-ecdf3261e084 · outbound

This paper cites Bissyandé, Jacques Klein, and Yves Le Traon.

Agentic Discovery and Validation of Android App Vulnerabilities Bissyandé, Jacques Klein, and Yves Le Traon

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:44:53.426577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a387742c-1fa4-4595-801e-08d56a012fc4 · outbound

This paper cites Android components, 2024.

Agentic Discovery and Validation of Android App Vulnerabilities Android components, 2024

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:44:53.415831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a6aa9c21-c881-4b98-bdde-ab7091d4d362 · outbound

This paper cites Dva: Extracting victims and abuse vectors from android accessibility malware.

Agentic Discovery and Validation of Android App Vulnerabilities Dva: Extracting victims and abuse vectors from android accessibility malware

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:44:53.405628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fab4fbaf-5e7a-4e45-b472-48a1f7cf4bc1 · outbound

This paper cites A comprehensive study on static application security testing (sast) tools for android.

Agentic Discovery and Validation of Android App Vulnerabilities A comprehensive study on static application security testing (sast) tools for android

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:44:53.395143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation dc6f72e5-44f0-430d-9adf-839a966ca617 · outbound

This paper cites Static code analysis, 2024.

Agentic Discovery and Validation of Android App Vulnerabilities Static code analysis, 2024

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:44:53.385331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4e889d04-68e0-4afa-8b33-878a84d80d13 · outbound

This paper cites QARK: Quick android review kit, 2019.

Agentic Discovery and Validation of Android App Vulnerabilities QARK: Quick android review kit, 2019

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:44:53.375293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation acda0f8b-f051-466c-add9-16d121fb09b7 · outbound

This paper cites AndroBugs: An efficient android vulner- ability scanner, 2016.

Agentic Discovery and Validation of Android App Vulnerabilities AndroBugs: An efficient android vulner- ability scanner, 2016

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:44:53.364744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0dbbe7f3-2258-4f8d-b741-b373e6db4c67 · outbound

This paper cites Amandroid: A precise and general inter-component data flow analysis framework for security vetting of android apps.

Agentic Discovery and Validation of Android App Vulnerabilities Amandroid: A precise and general inter-component data flow analysis framework for security vetting of android apps

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:44:53.354054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a0c4febe-7b03-40d7-a41c-07af8fe48984 · outbound

This paper cites Gordon, Deokhwan Kim, Jeff H.

Agentic Discovery and Validation of Android App Vulnerabilities Gordon, Deokhwan Kim, Jeff H

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:44:53.343674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 09cfd32e-65b7-496e-b0d2-0fc40155fc0c · outbound

This paper cites LLMs in Software Security: A Survey of Vulnerability Detection Techniques and Insights.

Agentic Discovery and Validation of Android App Vulnerabilities LLMs in Software Security: A Survey of Vulnerability Detection Techniques and Insights

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T16:44:52.757998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d992b86a-6731-4a0f-9505-7499249bd97e · outbound

This paper cites Gptscan: Detecting logic vulnerabilities in smart contracts by combining gpt with program analy- sis.

Agentic Discovery and Validation of Android App Vulnerabilities Gptscan: Detecting logic vulnerabilities in smart contracts by combining gpt with program analy- sis

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:44:53.333681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2ebf0d86-cb3e-4a7e-921d-ce807d8143e0 · outbound

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

Agentic Discovery and Validation of Android App Vulnerabilities Autodroid: Llm-powered task automation in android

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:44:53.323610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7c262738-6125-49ed-a8c5-93e8cdc1e489 · outbound

This paper cites Au- tonomous llm agents for vulnerability exploitation: Ca- pabilities and limitations.

Agentic Discovery and Validation of Android App Vulnerabilities Au- tonomous llm agents for vulnerability exploitation: Ca- pabilities and limitations

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:44:53.313328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c264806a-c3ac-41a2-af91-53a4bf9de826 · outbound

This paper cites Langgraph.

Agentic Discovery and Validation of Android App Vulnerabilities Langgraph

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:44:53.297651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d309b7b4-cd8b-4255-8fee-c01ff197750d · outbound

This paper cites an unresolved cited work.

Agentic Discovery and Validation of Android App Vulnerabilities Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:44:53.287988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 03d63470-2c9e-4666-b9d4-9cbd2f887b6d · outbound

This paper cites Androidguard: Android manifest analy- sis tool, 2024.

Agentic Discovery and Validation of Android App Vulnerabilities Androidguard: Android manifest analy- sis tool, 2024

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:44:53.278635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a3f18425-38e7-474a-8486-aaa5e259170a · outbound

This paper cites an unresolved cited work.

Agentic Discovery and Validation of Android App Vulnerabilities Unresolved cited work

Reference 27

Resolution: parse uncertain; raw_fallback, observed 2026-08-15T16:44:53.268889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b568d320-195a-43f2-bedb-ad71ecaccae8 · outbound

This paper cites VLM-Fuzz: Vision Language Model Assisted Recursive Depth-first Search Exploration for Effective UI Testing of Android Apps.

Agentic Discovery and Validation of Android App Vulnerabilities VLM-Fuzz: Vision Language Model Assisted Recursive Depth-first Search Exploration for Effective UI Testing of Android Apps

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-08-15T16:44:53.143070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6ef2bda4-b490-4d0f-ba23-09397054c289 · outbound

This paper cites Seeing is Believing: Vision-driven Non-crash Functional Bug Detection for Mobile Apps.

Agentic Discovery and Validation of Android App Vulnerabilities Seeing is Believing: Vision-driven Non-crash Functional Bug Detection for Mobile Apps

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T16:44:52.794998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6cbbc0d-6d0f-4399-a914-9fa009b6cfd5 · outbound

This paper cites An empirical study of functional bugs in android apps.

Agentic Discovery and Validation of Android App Vulnerabilities An empirical study of functional bugs in android apps

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:44:53.259063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1ab53e52-5d3d-486b-bfe1-e12606a680e3 · outbound

This paper cites A1: Autonomous multi- agent system for blockchain security enhancement through real-time exploit generation and validation.

Agentic Discovery and Validation of Android App Vulnerabilities A1: Autonomous multi- agent system for blockchain security enhancement through real-time exploit generation and validation

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T16:44:52.805831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5ae40a6-6819-4c1d-b060-41185c4ee9cd · outbound

This paper cites https://secure-it-i.bitbucket.

Agentic Discovery and Validation of Android App Vulnerabilities https://secure-it-i.bitbucket

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:44:53.248862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cc2a38c3-f35e-46e6-ae0c-041c453571af · outbound

This paper cites Introduction to fuzzing android native components.

Agentic Discovery and Validation of Android App Vulnerabilities Introduction to fuzzing android native components

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:44:53.238670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b2318ab0-a925-48d4-aa2f-77176de138d9 · outbound

This paper cites Fuzzing android: A recipe for uncover- ing vulnerabilities inside system components in android.

Agentic Discovery and Validation of Android App Vulnerabilities Fuzzing android: A recipe for uncover- ing vulnerabilities inside system components in android

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:44:53.228965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0062d8ef-8aac-45a3-94e4-ab1e7e3fe85b · outbound

This paper cites Trueseeing: Non-decompiling android application vulnerability scanner, 2024.

Agentic Discovery and Validation of Android App Vulnerabilities Trueseeing: Non-decompiling android application vulnerability scanner, 2024

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:44:53.218678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2e06c61c-b220-462f-a9b6-6d063970f203 · outbound

This paper cites Long-context function calling degradation in language models, 2024.

Agentic Discovery and Validation of Android App Vulnerabilities Long-context function calling degradation in language models, 2024

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:44:53.207541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d3bfc2cc-6a03-4894-8bdd-1d3cc332b208 · outbound

This paper cites Gui-squatting attack: Automated genera- tion of android phishing apps.

Agentic Discovery and Validation of Android App Vulnerabilities Gui-squatting attack: Automated genera- tion of android phishing apps

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:44:53.197150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c45c4dd3-830b-492f-bb9d-f07245ce7d06 · outbound

This paper cites Llmdroid: Enhancing automated mobile app gui test- ing coverage with large language model guidance.

Agentic Discovery and Validation of Android App Vulnerabilities Llmdroid: Enhancing automated mobile app gui test- ing coverage with large language model guidance

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:44:53.186058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c6cf7c2e-9736-4a55-bec4-0ed8bb0b5f70 · outbound

This paper cites Guardian: A runtime framework for llm- based ui exploration.

Agentic Discovery and Validation of Android App Vulnerabilities Guardian: A runtime framework for llm- based ui exploration

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:44:53.175080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8380cff3-edb4-4195-9c45-8386e34f017f · outbound

This paper cites Frontier ai’s im- pact on the cybersecurity landscape.

Agentic Discovery and Validation of Android App Vulnerabilities Frontier ai’s im- pact on the cybersecurity landscape

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-15T16:44:52.836136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 476a7a87-6918-4f5c-a158-5168df5f83a2 · outbound

This paper cites Cybergym: Evaluating ai agents’ cybersecurity capabilities with real-world vul- nerabilities at scale.

Agentic Discovery and Validation of Android App Vulnerabilities Cybergym: Evaluating ai agents’ cybersecurity capabilities with real-world vul- nerabilities at scale

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T16:44:52.839090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7d79541-be65-462b-a18e-c039802b3d38 · outbound

This paper cites Zhang, Joey Ji, Celeste Menders, et al.

Agentic Discovery and Validation of Android App Vulnerabilities Zhang, Joey Ji, Celeste Menders, et al

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T16:44:52.842643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90872a6b-0598-4ec2-84cc-64f355d71888 · outbound

This paper cites Prompting is all your need: Automated android bug replay with large language models.

Agentic Discovery and Validation of Android App Vulnerabilities Prompting is all your need: Automated android bug replay with large language models

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:44:53.164034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 31d91354-2dbc-490f-a08f-4d8ff1c440c7 · outbound

This paper cites LLM Agents can Autonomously Hack Websites.

Agentic Discovery and Validation of Android App Vulnerabilities LLM Agents can Autonomously Hack Websites

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-15T16:44:52.849345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da90f123-a8ad-4aff-95ed-c7c91869245c · outbound

This paper cites Teams of LLM Agents can Exploit Zero-Day Vulnerabilities.

Agentic Discovery and Validation of Android App Vulnerabilities Teams of LLM Agents can Exploit Zero-Day Vulnerabilities

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-15T16:44:52.852978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 107ad79c-41d8-4752-9b4c-debfc63202f1 · outbound

This paper cites an unresolved cited work.

Agentic Discovery and Validation of Android App Vulnerabilities Unresolved cited work

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-15T16:44:52.801817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation df7b57b2-0cfe-44e3-8714-c9ba923e4f2c · inbound

A Multi-Agent Framework for Automated Exploit Generation with Constraint-Guided Comprehension and Reflection cites this paper.

A Multi-Agent Framework for Automated Exploit Generation with Constraint-Guided Comprehension and Reflection Agentic Discovery and Validation of Android App Vulnerabilities

Reference 50

Resolution: malformed identifier; arxiv_id, observed 2026-05-10T23:30:52.615179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.