Paper Citation Record · LEDGER

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution

As of 22 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2506.10175.

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

pith.paper-citation-record.v1
2506.10175 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:39:49.216669Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

39 of 39 outbound references displayed

verified exact1
verified fuzzy21
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 432e04bc-2fff-4b45-b699-2182805f0242 · outbound

This paper cites write newline.

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T04:39:45.357020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2725a287-8162-42c8-acf8-2f8dfba571f3 · outbound

This paper cites write newline.

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T04:39:45.410884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59e380f2-f715-41a7-b589-3ccf791491d3 · outbound

This paper cites write newline.

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution write newline

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T04:39:45.504208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbb984b4-27c3-4506-ad20-33b86e1df044 · outbound

This paper cites https://attack.mitre.org/groups/G0037/.

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution https://attack.mitre.org/groups/G0037/

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:39:55.223293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c7d7b032-6ceb-483a-985b-1ff133695110 · outbound

This paper cites Aptnotes data: Curated threat intelligence reports on apt activities.

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution Aptnotes data: Curated threat intelligence reports on apt activities

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:39:54.994275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 50fb5d69-a8ef-4689-923c-93d2e74fef52 · outbound

This paper cites B., Alptekin, H., and C etin, O.

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution B., Alptekin, H., and C etin, O

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:39:54.815353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2dd18170-aca2-471f-bec9-c5e1f9f4d1e4 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution Evaluating Large Language Models Trained on Code

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T04:39:45.968281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c2fa065-bd76-402f-a176-0dcc78882e79 · outbound

This paper cites Towards effective identification of attack techniques in cyber threat intelligence reports using large language models.

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution Towards effective identification of attack techniques in cyber threat intelligence reports using large language models

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:39:54.609849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f4081f99-264a-4035-b5a9-cb2225663b8d · outbound

This paper cites Apt cybercriminal campaign collections.

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution Apt cybercriminal campaign collections

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:39:54.423801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5260132d-d79b-4e34-91a7-edcf7226fd13 · outbound

This paper cites J., and Smeets, M.

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution J., and Smeets, M

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:39:54.187599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 668d6a65-9cba-4bc8-bcb0-750d9aca51c4 · outbound

This paper cites Identifying authorship in malicious binaries: Features, challenges & datasets.

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution Identifying authorship in malicious binaries: Features, challenges & datasets

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:39:54.013399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8d078176-33ad-4ac8-9aa5-20941eb21976 · outbound

This paper cites A Survey on LLM-as-a-Judge.

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution A Survey on LLM-as-a-Judge

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T04:39:46.468659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67887506-da89-41f4-8c85-072d9027b147 · outbound

This paper cites Large Language Model based Multi-Agents: A Survey of Progress and Challenges.

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution Large Language Model based Multi-Agents: A Survey of Progress and Challenges

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T04:39:46.557721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9636862-36a8-47f6-aae5-0e691fc54cc5 · outbound

This paper cites On Technique Identification and Threat-Actor Attribution using LLMs and Embedding Models.

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution On Technique Identification and Threat-Actor Attribution using LLMs and Embedding Models

Reference 14

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T04:39:49.739177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 53ac97f0-d4bb-4c6a-9601-240606246b90 · outbound

This paper cites H.-K., Chen, C.-H., Liao, Z.-J., et al.

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution H.-K., Chen, C.-H., Liao, Z.-J., et al

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:39:53.859456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4deb2a1c-f195-432e-be2d-4593eec0ef4c · outbound

This paper cites an unresolved cited work.

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:39:53.678840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3344d69c-3eda-4a3a-a0e2-1fcac8fe044d · outbound

This paper cites an unresolved cited work.

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:39:53.522540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ace69243-b468-4d47-8f2e-dff86eaf1a9a · outbound

This paper cites A review of attribution technical for apt attacks.

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution A review of attribution technical for apt attacks

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:39:53.343026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 95c2345c-9587-4a30-80f0-427f1a571cb9 · outbound

This paper cites Deep learning for threat actor attribution from threat reports.

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution Deep learning for threat actor attribution from threat reports

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:39:53.184400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0955aa72-4b07-4542-a7fc-758dcf122865 · outbound

This paper cites an unresolved cited work.

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:39:53.055619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b9d49e6b-1271-4582-aa0e-2b2fc2da3153 · outbound

This paper cites No-doubt: Attack attribution based on threat intelligence reports.

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution No-doubt: Attack attribution based on threat intelligence reports

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:39:52.826788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5c8cc7fa-59d3-472c-b9b2-82182ff2ca95 · outbound

This paper cites an unresolved cited work.

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:39:52.722186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a1fbd95e-1281-4f63-9af3-8cc583b6ddeb · outbound

This paper cites an unresolved cited work.

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:39:52.490896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 70a9f7f7-596c-48b9-b9ae-5e439e2a164d · outbound

This paper cites Chasing the Shadows: TTPs in Action to Attribute Advanced Persistent Threats.

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution Chasing the Shadows: TTPs in Action to Attribute Advanced Persistent Threats

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:39:49.449770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1ff081ed-0405-4e0a-9c61-a9dddb0ca13c · outbound

This paper cites an unresolved cited work.

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:39:52.203896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f13ae69a-1e78-48c8-8db3-834fc7d60ba4 · outbound

This paper cites an unresolved cited work.

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:39:51.916473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 71e31b22-cdca-4c5b-aa41-5d72894758d9 · outbound

This paper cites Turning aid into attack: Exploitation of pakistan’s youth laptop scheme to target india.

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution Turning aid into attack: Exploitation of pakistan’s youth laptop scheme to target india

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:39:51.628518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a0eb84db-e00b-4f16-8810-e15935d746fa · outbound

This paper cites why should i trust you?.

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution why should i trust you?

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:39:51.409481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b093c43a-edc8-4b11-b453-f8121924812d · outbound

This paper cites Attributing cyber attacks.

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution Attributing cyber attacks

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:39:51.208932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9347d1e4-5a9d-4440-b7a8-7029245e2755 · outbound

This paper cites Deepapt: nation-state apt attribution using end-to-end deep neural networks.

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution Deepapt: nation-state apt attribution using end-to-end deep neural networks

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:39:50.921204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0e3f5b78-2353-468c-aab8-c00b51e72012 · outbound

This paper cites MaLAware: Automating the Comprehension of Malicious Software Behaviours using Large Language Models (LLMs).

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution MaLAware: Automating the Comprehension of Malicious Software Behaviours using Large Language Models (LLMs)

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T04:39:48.231261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 369bd221-3aa0-4245-8648-5b5914d31fee · outbound

This paper cites an unresolved cited work.

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:39:50.798659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ae98b285-6b8e-4a3a-8fd6-1406e8ac2b61 · outbound

This paper cites Under false flag: using technical artifacts for cyber attack attribution.

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution Under false flag: using technical artifacts for cyber attack attribution

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:39:50.623959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7522393f-4f0e-4486-b893-6842de87848c · outbound

This paper cites Attribution of Advanced Persistent Threats.

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution Attribution of Advanced Persistent Threats

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:39:50.475648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b2a8ace2-1d2c-4af7-b811-07d95075f246 · outbound

This paper cites Pawn storm uses brute force and stealth against high-value targets.

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution Pawn storm uses brute force and stealth against high-value targets

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:39:50.320159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7d4c6b8c-0bc9-4dc0-bf69-c85967a2193f · outbound

This paper cites Flesch–kincaid readability tests.

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution Flesch–kincaid readability tests

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:39:50.188772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1ccec970-ec5b-4bb5-9da5-69d8ef514e2e · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T04:39:48.968811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad86cf42-14bf-4831-8cfe-128bf0019c46 · outbound

This paper cites Judging llm-as-a-judge with mt-bench and chatbot arena.

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution Judging llm-as-a-judge with mt-bench and chatbot arena

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:39:50.028423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f0ac85c0-891f-4fa9-92dc-e9053a60535c · outbound

This paper cites Naver ending game: Lazarus apt targeting south korean users.

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution Naver ending game: Lazarus apt targeting south korean users

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:39:49.904389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

No inbound Pith citation observations are available.