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Paper Citation Record · LEDGER

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs)

As of 22 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 1 inbound Pith citation observation for arXiv:2505.24724.

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

pith.paper-citation-record.v1
2505.24724 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:20:11.952667Z

measured 51 of 51 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T16:00:39.657115Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T09:26:03.358391Z

Reference resolution

50 of 50 outbound references displayed

  • verified exact2
  • verified fuzzy46
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 91ae54f5-0664-4848-b225-2ed11e7a30d6 · outbound

This paper cites Bitcoin: A peer-to-peer electronic cash system.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Bitcoin: A peer-to-peer electronic cash system

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:20.697958Z

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.

source=pdf_text observed=2026-08-07T12:20:07.054585Z digest=sha256:a50dda98512e8d910036331191b048ba2da2d772cfbb35d18a155ff389b341d0

Observation dd540c36-6996-4396-87f2-b8869bdcf0c2 · outbound

This paper cites Ethereum: A secure decentralised generalised transaction ledger.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Ethereum: A secure decentralised generalised transaction ledger

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:20.418703Z

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.

source=pdf_text observed=2026-08-07T12:20:07.199010Z digest=sha256:6707b274417a3fd33fbd478a412cc130c9133e68ab6b245574c25c5bb2f12ac1

Observation 1a3a440d-4ba9-458f-959e-814fc35b5dcd · outbound

This paper cites Mastering ethereum: building smart contracts and dapps.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Mastering ethereum: building smart contracts and dapps

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:20.196717Z

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.

source=pdf_text observed=2026-08-07T12:20:07.407111Z digest=sha256:ca7c712adc03f91a2398dc0e1e4763125629a49308b1e703f2670d637d9df4cd

Observation 2ffb39b7-6d4a-40c1-81fa-9f63423126a3 · outbound

This paper cites Etherscan information center: Understanding transaction input data.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Etherscan information center: Understanding transaction input data

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:20.026757Z

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.

source=pdf_text observed=2026-08-07T12:20:07.605059Z digest=sha256:7bdbf09a7b01ff4f97f80b06752fa938ec56eabfa1d1419e4359e0217819735a

Observation bbd3aba8-7670-496e-be85-694e3f99602e · outbound

This paper cites The Bybit hack: Following North Korea’s largest exploit.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) The Bybit hack: Following North Korea’s largest exploit

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:19.767596Z

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.

source=pdf_text observed=2026-08-07T12:20:07.818335Z digest=sha256:a7e5da366565c13165506953b44a9d6f2c68f445d1526aa12c1bf247c97a06b5

Observation cefb4226-d9fe-4b01-be28-608d9654f017 · outbound

This paper cites Automatic language identification in texts: A survey.Journal of Artificial Intelligence Research, 65:675–782, 2019.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Automatic language identification in texts: A survey.Journal of Artificial Intelligence Research, 65:675–782, 2019

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:19.511016Z

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.

source=pdf_text observed=2026-08-07T12:20:07.992948Z digest=sha256:762054643635b2aca92087c2aa76c3d2fd0ff65e537642e56ffe2193836554f8

Observation d54be923-3335-47f5-9062-a480eb1129e8 · outbound

This paper cites SoK: Decentralized finance (DeFi).

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) SoK: Decentralized finance (DeFi)

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:19.240888Z

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.

source=pdf_text observed=2026-08-07T12:20:08.197899Z digest=sha256:56caa7652af6db356a21847415b3e658991674ba862dec0dd23a90403a1fe293

Observation 624ed34b-710c-4e6d-9eb4-566a6a1598bb · outbound

This paper cites Decentralized Finance (DeFi): A Survey.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Decentralized Finance (DeFi): A Survey

Reference 8

Resolution
verified exact
local_arxiv, observed 2026-08-07T12:20:12.345307Z

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.

source=pdf_text observed=2026-08-07T12:20:08.398559Z digest=sha256:9528a66a482b58d06e9bc9a74b0beae528d221147b6a5790e2d349cf1c4e5c8b

Observation 87beba53-3e9d-4f46-8c8e-3c50cf3e1764 · outbound

This paper cites Me too,# metoo: Countering cruelty with empathy.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Me too,# metoo: Countering cruelty with empathy

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:19.060732Z

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.

source=pdf_text observed=2026-08-07T12:20:08.542774Z digest=sha256:0ac649444559f54fd447669ee838108f607a110800820fd3a444726fa76cc14e

Observation d24a2ff5-2734-4afc-a9b7-1302266efd0f · outbound

This paper cites Ethereum.org: The history of ethereum.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Ethereum.org: The history of ethereum

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:18.758014Z

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.

source=pdf_text observed=2026-08-07T12:20:08.701945Z digest=sha256:3a2eab5bc0a8583d94e35dbee6e642d6c2ad651df020761d093aa7e3e53417fb

Observation ad04c1c7-bf2f-40a5-a842-643b6de40baf · outbound

This paper cites EIP-2028: Transaction data gas cost reduction (settled).

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) EIP-2028: Transaction data gas cost reduction (settled)

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:18.508392Z

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.

source=pdf_text observed=2026-08-07T12:20:08.894269Z digest=sha256:7e4cee7237a30646146dd8d81513f624591a6c32ff33e22adb3827695405aef4

Observation 451ca110-e02a-40c8-a2f2-827e628afed8 · outbound

This paper cites Fast unfolding of communities in large networks.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Fast unfolding of communities in large networks

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:18.315327Z

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.

source=pdf_text observed=2026-08-07T12:20:08.961524Z digest=sha256:6b0fb28f849709b2f83b4413af40c0eb9fb868a47a512bec98139afdff61c54e

Observation ba075814-f949-4dfe-b6fc-dd0abe4ceeb3 · outbound

This paper cites Sok: Decentralized finance (DeFi) attacks.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Sok: Decentralized finance (DeFi) attacks

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:18.101535Z

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.

source=pdf_text observed=2026-08-07T12:20:09.019809Z digest=sha256:db7a538218304dfaa35a6accf33745d5c4f1a878cddc5a1fa508c83e7d0d5d7e

Observation e5d39596-8c93-4fa0-acbb-3bab43952484 · outbound

This paper cites On how zero-knowledge proof blockchain mixers improve, and worsen user privacy.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) On how zero-knowledge proof blockchain mixers improve, and worsen user privacy

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:17.945339Z

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.

source=pdf_text observed=2026-08-07T12:20:09.125586Z digest=sha256:ec169ee62199206a281ecd5eab55ecdc7957cd83eb6d680b26512f29f1eff6a7

Observation 9c62cb42-64c3-4bea-9983-4df403f31608 · outbound

This paper cites Algorithmic content moderation: Technical and political challenges in the automation of platform governance.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Algorithmic content moderation: Technical and political challenges in the automation of platform governance

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:17.754302Z

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.

source=pdf_text observed=2026-08-07T12:20:09.232831Z digest=sha256:789ad68ed579c61575273c357ec86ffc6db2c453729e91cabd99e6f24a5cb9ab

Observation 329a474b-b853-4169-9afe-fe8f9b63dc18 · outbound

This paper cites Under- standing and improving content moderation in web3 platforms.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Under- standing and improving content moderation in web3 platforms

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:17.522332Z

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.

source=pdf_text observed=2026-08-07T12:20:09.313587Z digest=sha256:1dc165de14b575cb8cdfd724beae4ba3f381b078b36f3b405d246d8c2ac51338

Observation d55661d3-812d-4902-b7c8-8bebf693d8f1 · outbound

This paper cites Covert communication via blockchain: Hiding patterns and communication patterns.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Covert communication via blockchain: Hiding patterns and communication patterns

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:17.396216Z

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.

source=pdf_text observed=2026-08-07T12:20:09.371766Z digest=sha256:bc48a4b01debac343624db93ddc73846ed0347a0852d7896544f24ed9283f45f

Observation ce4ae07c-f0aa-4e97-90d7-35978fcfbb1e · outbound

This paper cites Covert channels in blockchain and blockchain based covert communication: Overview, state-of- the-art, and future directions.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Covert channels in blockchain and blockchain based covert communication: Overview, state-of- the-art, and future directions

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:17.235716Z

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.

source=pdf_text observed=2026-08-07T12:20:09.452009Z digest=sha256:909b5e10cf06ee7458dc5b352d3c5617b5eb3a6a3798fc6697b9f1ee26f74aec

Observation 22b4e8de-a91a-474c-afd3-ba3550c9c38c · outbound

This paper cites Whispers on Ethereum: Blockchain-based covert data embedding schemes.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Whispers on Ethereum: Blockchain-based covert data embedding schemes

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:17.090214Z

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.

source=pdf_text observed=2026-08-07T12:20:09.524146Z digest=sha256:b874719eb8ea1624fdf1e58ceed9327d7a8d509e9707a59c2165f67aeb3bbbd2

Observation 61b648fa-4e21-4cdc-b31f-0629463e9e06 · outbound

This paper cites Blockchain meets covert communication: A survey.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Blockchain meets covert communication: A survey

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:16.940145Z

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.

source=pdf_text observed=2026-08-07T12:20:09.581527Z digest=sha256:0b28a528bfc88c921df9d1722e33c8e8ac7d45ee46e91060085e7faf3b64b11e

Observation dedb9dd0-824d-4c21-8c6c-a6495fb7dd21 · outbound

This paper cites A novel covert timing channel based on bitcoin messages.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) A novel covert timing channel based on bitcoin messages

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:16.758444Z

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.

source=pdf_text observed=2026-08-07T12:20:09.627434Z digest=sha256:1311f31e03aa2a7eb6c799f857dc1774a93b6eb67eaf7646eac8ddab499a944e

Observation 1cb8327b-3213-4d3d-8cdf-993e8ac46853 · outbound

This paper cites Bitcoin inscriptions: Foundations and beyond.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Bitcoin inscriptions: Foundations and beyond

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:16.631290Z

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.

source=pdf_text observed=2026-08-07T12:20:09.631269Z digest=sha256:a2570ebd4fa855c69081996e00b0cb9a36952535cf5a32dd82364a55ba7ed760

Observation 8a9e7926-28c0-4a7c-9579-30cd51fe44d2 · outbound

This paper cites The writing is on the wall: Analyzing the boom of inscriptions and its impact on EVM-compatible blockchains.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) The writing is on the wall: Analyzing the boom of inscriptions and its impact on EVM-compatible blockchains

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:16.512901Z

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.

source=pdf_text observed=2026-08-07T12:20:09.661958Z digest=sha256:735108e1d3165f22837fd4a4b59b67025b8e00f0d39b625ea5caaa28959f71cd

Observation 210be897-aca0-42a8-b11c-efd45f62de5b · outbound

This paper cites When ChatGPT meets smart contract vulnerability detection: How far are we? ACM Transactions on Software Engineering and Methodology (TOSEM) , 2023.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) When ChatGPT meets smart contract vulnerability detection: How far are we? ACM Transactions on Software Engineering and Methodology (TOSEM) , 2023

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:16.379969Z

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.

source=pdf_text observed=2026-08-07T12:20:09.760093Z digest=sha256:7a2a7b12905ff914765142aeec789b6b5cdb5aceef2ac74398932fedb3418a05

Observation 2121ca0d-afd3-4499-a52e-8eaaa28ae64b · outbound

This paper cites Smartinv: Multimodal learning for smart contract invariant inference.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Smartinv: Multimodal learning for smart contract invariant inference

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:16.211583Z

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.

source=pdf_text observed=2026-08-07T12:20:09.846819Z digest=sha256:4ef32a0e5f9a244473b33d3c87744a40276978be93c41e74625dfb61a35e3081

Observation 104fab68-b0ba-4cdf-adf1-0fed626b594b · outbound

This paper cites Ad- versarial generation method for smart contract fuzz testing seeds guided by chain-based llm.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Ad- versarial generation method for smart contract fuzz testing seeds guided by chain-based llm

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:16.094575Z

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.

source=pdf_text observed=2026-08-07T12:20:09.939893Z digest=sha256:5cf56bea3df96e04be0db70ac7776bfc69817a34b50ffe6ecb010a880e52009f

Observation 5544f53d-a566-40af-91b3-9ae5bfa3db97 · outbound

This paper cites Detect llama-finding vulnerabilities in smart contracts using large language models.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Detect llama-finding vulnerabilities in smart contracts using large language models

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:15.947857Z

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.

source=pdf_text observed=2026-08-07T12:20:10.009636Z digest=sha256:1af21e5c56d392b86ad1f9c6a3a86dfff2bdf91bbba9c4f9f7cfc217c473f00e

Observation 761510e5-f933-4e39-82ae-4267597290be · outbound

This paper cites Gptscan: Detecting logic vulnerabilities in smart contracts by combining GPT with program analysis.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Gptscan: Detecting logic vulnerabilities in smart contracts by combining GPT with program analysis

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:15.827088Z

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.

source=pdf_text observed=2026-08-07T12:20:10.078804Z digest=sha256:37536da4b9b2a1243e78c1f0db7d19692f1b83dba41420c89a9bf56eaf07a8eb

Observation 0beb1677-3d72-429f-a39d-376e424b95c2 · outbound

This paper cites Combining fine-tuning and LLM-based agents for intuitive smart contract auditing with justifications.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Combining fine-tuning and LLM-based agents for intuitive smart contract auditing with justifications

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:15.697838Z

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.

source=pdf_text observed=2026-08-07T12:20:10.154839Z digest=sha256:4d0d2e18503f2028a3dcf89e51ba794b1536f0bc5d2535b512e257d374103b4c

Observation e395f705-5cf7-40b7-a5a2-29901d869b41 · outbound

This paper cites Adapting large language models for smart contract defects detection in the open network blockchain.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Adapting large language models for smart contract defects detection in the open network blockchain

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:15.570926Z

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.

source=pdf_text observed=2026-08-07T12:20:10.247708Z digest=sha256:02d725f209a311f164008a62d875e9668e8d24a2a5cf8a33aefd686e4c9144cd

Observation 3abafbb5-ece1-47ed-a3c4-41c87d0de4e5 · outbound

This paper cites Logic meets magic: LLMs cracking smart contract vulnerabilities.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Logic meets magic: LLMs cracking smart contract vulnerabilities

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:15.436062Z

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.

source=pdf_text observed=2026-08-07T12:20:10.314482Z digest=sha256:b7a4ed8c024a2e7969556b4e09bfccc3c7ab117424b03147b5779d9ec07363c1

Observation 9bb2aa2e-8b42-4d07-b74b-a30634c1571e · outbound

This paper cites SCALM: Detecting bad practices in smart contracts through LLMs.The Association for the Advancement of Artificial Intelligence (AAAI), 2025.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) SCALM: Detecting bad practices in smart contracts through LLMs.The Association for the Advancement of Artificial Intelligence (AAAI), 2025

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:15.307522Z

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.

source=pdf_text observed=2026-08-07T12:20:10.399927Z digest=sha256:aab632c2c51056afa233d24d81e24841123c71ca2436e115282338b7736db941

Observation b2ab968e-cbc6-4faa-b48f-a9643c4d1359 · outbound

This paper cites Large Language Models for Cryptocurrency Transaction Analysis: A Bitcoin Case Study.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Large Language Models for Cryptocurrency Transaction Analysis: A Bitcoin Case Study

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-07T12:20:10.474294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:20:10.474294Z digest=sha256:4edae53252c2c6b4895d5fc61ca9bf705f0895df982ad45728b6fcf6becf377d

Observation bc064ae7-0dcf-4921-bfae-3771c55a5962 · outbound

This paper cites Linking cryp- toasset attribution tags to knowledge graph entities: An LLM-based approach.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Linking cryp- toasset attribution tags to knowledge graph entities: An LLM-based approach

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:15.119691Z

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.

source=pdf_text observed=2026-08-07T12:20:10.560540Z digest=sha256:8ae93078e5a7bf0b7e567fd0fc9952345434a700f971cbc71c3a74908aa161c8

Observation 6a311cf3-fb8a-4b5e-ace1-f62e704e69a8 · outbound

This paper cites Decoding SEC actions: Enforcement trends through analyzing blockchain litigation using LLM- based thematic factor mapping.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Decoding SEC actions: Enforcement trends through analyzing blockchain litigation using LLM- based thematic factor mapping

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:14.964389Z

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.

source=pdf_text observed=2026-08-07T12:20:10.639540Z digest=sha256:b0c7682905a372ff6df78fddc292cceee6e00f1e4873a5259f294383bde5cbc0

Observation eb799efe-abc9-4748-8852-2b39b18435c9 · outbound

This paper cites Prop- ertyGPT: LLM-driven formal verification of smart contracts through retrieval- augmented property generation.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Prop- ertyGPT: LLM-driven formal verification of smart contracts through retrieval- augmented property generation

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:14.771659Z

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.

source=pdf_text observed=2026-08-07T12:20:10.729080Z digest=sha256:faace8ab6b7c75dff343e5323cb3d6e8afea119f51d31dbd96b82714a7595054

Observation c486f010-ccdf-4050-b8ea-4966d85744e4 · outbound

This paper cites Unearthing gas-wasting code smells in smart contracts with large language models.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Unearthing gas-wasting code smells in smart contracts with large language models

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:14.598273Z

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.

source=pdf_text observed=2026-08-07T12:20:10.845508Z digest=sha256:6f478cf098c2ff977ffccee89ec9992d80bac1104d442d6227de770f9eba502a

Observation 36a2492f-6bf9-46da-8da9-eba949c852b6 · outbound

This paper cites Trust in defi: an empirical study of the decentralized exchange.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Trust in defi: an empirical study of the decentralized exchange

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:14.456569Z

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.

source=pdf_text observed=2026-08-07T12:20:10.916153Z digest=sha256:e4668c232dad8701dfb93093152190a928d5811c334211963caf8510c9a71843

Observation eb512c00-595b-4e64-bf3a-41a9eb74dfe8 · outbound

This paper cites Hunting in the dark forest: A pre-trained model for on-chain attack transaction detection in web3.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Hunting in the dark forest: A pre-trained model for on-chain attack transaction detection in web3

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:14.312922Z

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.

source=pdf_text observed=2026-08-07T12:20:10.978566Z digest=sha256:aa1b166246143b85477ed84c641b264557ef7267452c98020a382d588cb2e7e3

Observation a7eec1f5-ca44-43f6-a808-d6e66e50ca1f · outbound

This paper cites Flash boys 2.0: Frontrunning in decentralized exchanges, miner extractable value, and consensus instability.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Flash boys 2.0: Frontrunning in decentralized exchanges, miner extractable value, and consensus instability

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:14.102058Z

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.

source=pdf_text observed=2026-08-07T12:20:11.113870Z digest=sha256:5a2325a83ed735d978751467577a0f1ab483a6ba24c1eaf6934a5679bab90ee2

Observation 97113892-f402-447e-aa9c-cb204b3223d3 · outbound

This paper cites BRC-20: Hope or Hype.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) BRC-20: Hope or Hype

Reference 41

Resolution
verified exact
local_arxiv, observed 2026-08-07T12:20:12.130919Z

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.

source=pdf_text observed=2026-08-07T12:20:11.239631Z digest=sha256:fd1141e398e6805a96f558215583408f332a96312a98773b9afd59de47acefab

Observation 7556cede-f829-4649-86b7-3adca49c88de · outbound

This paper cites Who stole my NFT? investigating web3 NFT phishing scams on Ethereum.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Who stole my NFT? investigating web3 NFT phishing scams on Ethereum

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:13.985165Z

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.

source=pdf_text observed=2026-08-07T12:20:11.302868Z digest=sha256:14494f36d7e781dab55732847fa59967cec7d9cc07450781513e9d50cc6a6329

Observation 7b444178-f867-437c-be52-52fd66156aa1 · outbound

This paper cites Machine learning-based detection of pump-and-dump schemes in real-time.IEEE International Conference on Blockchain and Cryptocurrency (ICBC) , 2025.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Machine learning-based detection of pump-and-dump schemes in real-time.IEEE International Conference on Blockchain and Cryptocurrency (ICBC) , 2025

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:13.840215Z

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.

source=pdf_text observed=2026-08-07T12:20:11.393572Z digest=sha256:be06e21dc44a48c5c34f14a51ff1b50ba1c5263927c8e69deefb144affbdbaa1

Observation 3134e07b-4fe2-40e7-955f-6a5764ee5918 · outbound

This paper cites Cryptocurrency in the aftermath: Unveiling the impact of the SVB collapse.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Cryptocurrency in the aftermath: Unveiling the impact of the SVB collapse

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:13.617266Z

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.

source=pdf_text observed=2026-08-07T12:20:11.485389Z digest=sha256:efaa342a089d92ec46b7c38e2ebedc68123c5da204fd07178eb7fcf2476e1091

Observation b8cbbb60-96ab-4cdc-8baa-4cd52b7a1574 · outbound

This paper cites EIP-4444: Bound historical data in execution clients (stagnant).

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) EIP-4444: Bound historical data in execution clients (stagnant)

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:13.424186Z

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.

source=pdf_text observed=2026-08-07T12:20:11.576135Z digest=sha256:48fd5323bef89c754a4edfe59baedd03e81b74931afbfe49310bf14f6198a972

Observation 43cef238-2f2a-494b-aa81-369f132314de · outbound

This paper cites Is LLM a reliable reviewer? a comprehensive evaluation of LLM on automatic paper reviewing tasks.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Is LLM a reliable reviewer? a comprehensive evaluation of LLM on automatic paper reviewing tasks

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:13.311136Z

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.

source=pdf_text observed=2026-08-07T12:20:11.639708Z digest=sha256:0e84fdff995e66ca4fc3ced4a7537e4a8caf45945a59d2423aeeaeed8c4fbdb8

Observation 4973f3f9-8f0a-48e8-920d-79bb417fd6ab · outbound

This paper cites Can LLM replace stack overflow? a study on robustness and reliability of large language model code generation.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Can LLM replace stack overflow? a study on robustness and reliability of large language model code generation

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:13.061955Z

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.

source=pdf_text observed=2026-08-07T12:20:11.671500Z digest=sha256:61c0a9d432cf8ff7b44498e2d01e9b6f051ea4472f2061e87f8e398eb1b41ed6

Observation d9765ab9-8d58-4fcf-aefa-4692b6badfca · outbound

This paper cites Disregard structured tokens unless they contribute to the emotional tone.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Disregard structured tokens unless they contribute to the emotional tone

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:12.878142Z

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.

source=pdf_text observed=2026-08-07T12:20:11.769436Z digest=sha256:323fdf67c3849df8b40c6a3a2427d30519bfe905c6d077b1df6717fac28a192d

Observation 00cf6c5d-e231-4d3e-8dc1-f76ab307233e · outbound

This paper cites an unresolved cited work.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:20:12.673950Z

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.

source=pdf_text observed=2026-08-07T12:20:11.874243Z digest=sha256:c4b315b094f21513b24bcb38a74d85a5eb8dbcf57705f5f84884629c27753e5a

Observation fb4be2de-9bc5-460c-9e84-37c03f1e21af · outbound

This paper cites \"\"{message}\.

Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) \"\"{message}\

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:20:12.501231Z

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.

source=pdf_text observed=2026-08-07T12:20:11.952667Z digest=sha256:1dead40966f98a8320883e37cb6d4c2d0d3bd06b8d2613dd27af9346ab714506

Pith citing papers

Observation b99b17d9-67b1-4879-abbc-8347d65ede5f · inbound

UniDetect: LLM-Driven Universal Fraud Detection across Heterogeneous Blockchains cites this paper.

UniDetect: LLM-Driven Universal Fraud Detection across Heterogeneous Blockchains Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs)

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-05-11T09:26:03.363570Z

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.

source=pdf_text observed=2026-05-10T16:00:39.657115Z digest=sha256:fa9803bcb94511403ad5cf750b5b132f1cae5b8c547a3472dab8d0bad8f52caa