Paper Citation Record · LEDGER

Aero-LLM: A Distributed Framework for Secure UAV Communication and Intelligent Decision-Making

As of 10 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2502.05220.

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

pith.paper-citation-record.v1
2502.05220 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T05:18:07.705592Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

24 of 24 outbound references displayed

verified exact2
verified fuzzy12
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e640f03d-71aa-40a9-8d55-120362eaf2e8 · outbound

This paper cites ChatGPT for Software Security: Exploring the Strengths and Limitations of ChatGPT in the Security Applications,.

Aero-LLM: A Distributed Framework for Secure UAV Communication and Intelligent Decision-Making ChatGPT for Software Security: Exploring the Strengths and Limitations of ChatGPT in the Security Applications,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:18:08.270933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d031d0bc-3206-4acd-8b7a-4dd656bbfe29 · outbound

This paper cites Machine-generated text: A comprehensive survey of threat models and detection methods,.

Aero-LLM: A Distributed Framework for Secure UAV Communication and Intelligent Decision-Making Machine-generated text: A comprehensive survey of threat models and detection methods,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:18:08.260525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 895ab677-cbca-498b-af6e-e0f051de60d0 · outbound

This paper cites Pop Quiz! Can a Large Language Model Help With Reverse Engineering?.

Aero-LLM: A Distributed Framework for Secure UAV Communication and Intelligent Decision-Making Pop Quiz! Can a Large Language Model Help With Reverse Engineering?

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-09T05:18:07.638332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ff528ca-cfd7-465d-a084-f3f8512db46e · outbound

This paper cites Jigsaw: Large language models meet program synthesis,.

Aero-LLM: A Distributed Framework for Secure UAV Communication and Intelligent Decision-Making Jigsaw: Large language models meet program synthesis,

Reference 4

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-09T05:18:08.132728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3e05366a-dddb-436c-be12-7c514ce33fe5 · outbound

This paper cites Revolutionizing cyber threat detection with large language models,.

Aero-LLM: A Distributed Framework for Secure UAV Communication and Intelligent Decision-Making Revolutionizing cyber threat detection with large language models,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:18:08.250401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 138a5560-ae3c-44ed-943e-4950fb534cf0 · outbound

This paper cites Lost at c: A user study on the security implications of large language model code assistants,.

Aero-LLM: A Distributed Framework for Secure UAV Communication and Intelligent Decision-Making Lost at c: A user study on the security implications of large language model code assistants,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:18:08.240694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 11abb399-dd82-4bcb-beed-f55e5a4a765e · outbound

This paper cites Llama 2: Enhancing large language models,.

Aero-LLM: A Distributed Framework for Secure UAV Communication and Intelligent Decision-Making Llama 2: Enhancing large language models,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:18:08.231089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7562b8e0-3006-4832-8cea-21c7981eff26 · outbound

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

Aero-LLM: A Distributed Framework for Secure UAV Communication and Intelligent Decision-Making Gemini: A Family of Highly Capable Multimodal Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-09T05:18:07.655049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1b1028d-d902-49b8-bd8e-70aed70304ca · outbound

This paper cites Mistral: Generating training data for large language mod- els,.

Aero-LLM: A Distributed Framework for Secure UAV Communication and Intelligent Decision-Making Mistral: Generating training data for large language mod- els,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:18:08.221673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1869e263-cec2-43a5-bba6-f68bde11c213 · outbound

This paper cites Dbrx base, a mixture-of-experts (moe) large language model,.

Aero-LLM: A Distributed Framework for Secure UAV Communication and Intelligent Decision-Making Dbrx base, a mixture-of-experts (moe) large language model,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:18:08.211248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ca583031-4bbe-46c9-9bd3-7ad4aa4be2ce · outbound

This paper cites Opt: Open pre-trained transformer language models,.

Aero-LLM: A Distributed Framework for Secure UAV Communication and Intelligent Decision-Making Opt: Open pre-trained transformer language models,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-09T05:18:07.664455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b12f6a31-11fa-4df6-b8bd-0acb7dd44673 · outbound

This paper cites End-to-End Multimodal Fact-Checking and Explanation Generation: A Challenging Dataset and Models.

Aero-LLM: A Distributed Framework for Secure UAV Communication and Intelligent Decision-Making End-to-End Multimodal Fact-Checking and Explanation Generation: A Challenging Dataset and Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-09T05:18:07.667494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 427fa856-9e91-4cfc-9d67-c7b0ef2c11c6 · outbound

This paper cites Deflating pre-trained language models for efficient deployment on embedded systems,.

Aero-LLM: A Distributed Framework for Secure UAV Communication and Intelligent Decision-Making Deflating pre-trained language models for efficient deployment on embedded systems,

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-08-09T05:18:07.953269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 162acf44-7d1c-4690-a386-974ffab5c23e · outbound

This paper cites Globalpipeline: An efficient model parallelism via simple data- parallelism principles,.

Aero-LLM: A Distributed Framework for Secure UAV Communication and Intelligent Decision-Making Globalpipeline: An efficient model parallelism via simple data- parallelism principles,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:18:08.195916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7c6bd3e0-7c5c-4179-811f-dc2d6bbbbb09 · outbound

This paper cites Knowledge distillation for small-footprint efficient transformers,.

Aero-LLM: A Distributed Framework for Secure UAV Communication and Intelligent Decision-Making Knowledge distillation for small-footprint efficient transformers,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:18:08.186272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4a184e33-a992-43d4-bb08-0049a5c50c38 · outbound

This paper cites App's Auto-Login Function Security Testing via Android OS-Level Virtualization.

Aero-LLM: A Distributed Framework for Secure UAV Communication and Intelligent Decision-Making App's Auto-Login Function Security Testing via Android OS-Level Virtualization

Reference 16

Resolution: metadata mismatch; local_arxiv, observed 2026-08-09T05:18:07.772962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation af7a0f39-762f-4b51-9199-19016de7878a · outbound

This paper cites Cluster Assignment in Multi-Agent Systems.

Aero-LLM: A Distributed Framework for Secure UAV Communication and Intelligent Decision-Making Cluster Assignment in Multi-Agent Systems

Reference 17

Resolution: metadata mismatch; local_arxiv, observed 2026-08-09T05:18:07.760337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ee114e73-7cf8-41fd-9cd6-a16af38e5beb · outbound

This paper cites Learning to summarize from human feedback.

Aero-LLM: A Distributed Framework for Secure UAV Communication and Intelligent Decision-Making Learning to summarize from human feedback

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-09T05:18:07.688727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ea38a86-ceff-4613-aafe-caa4346947d3 · outbound

This paper cites Training language models to follow instructions with human feedback.

Aero-LLM: A Distributed Framework for Secure UAV Communication and Intelligent Decision-Making Training language models to follow instructions with human feedback

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-09T05:18:07.691657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01fdb49e-d0c7-49ed-a42a-7f6607a0a947 · outbound

This paper cites Px4 autopilot user guide,.

Aero-LLM: A Distributed Framework for Secure UAV Communication and Intelligent Decision-Making Px4 autopilot user guide,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:18:08.176519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 91ac37fd-8bae-4547-bfd8-2cdfd378b914 · outbound

This paper cites Ardupilot documentation,.

Aero-LLM: A Distributed Framework for Secure UAV Communication and Intelligent Decision-Making Ardupilot documentation,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:18:08.167175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 75c91c86-271f-4b27-9fc7-b0a86c641061 · outbound

This paper cites Time-LLM: Time series forecasting by reprogramming large language models,.

Aero-LLM: A Distributed Framework for Secure UAV Communication and Intelligent Decision-Making Time-LLM: Time series forecasting by reprogramming large language models,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-09T05:18:07.699942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a73ef126-8a30-4b96-b82d-239899765083 · outbound

This paper cites Timesnet: Temporal 2d-variation modeling for general time series analysis,.

Aero-LLM: A Distributed Framework for Secure UAV Communication and Intelligent Decision-Making Timesnet: Temporal 2d-variation modeling for general time series analysis,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:18:08.151989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation dd5d2662-76b1-44e0-91a3-18f9d06fb1ef · outbound

This paper cites DeepSpeed Inference: Enabling Efficient Inference of Transformer Models at Unprecedented Scale.

Aero-LLM: A Distributed Framework for Secure UAV Communication and Intelligent Decision-Making DeepSpeed Inference: Enabling Efficient Inference of Transformer Models at Unprecedented Scale

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-09T05:18:07.705592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.