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Paper Citation Record · LEDGER

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

As of 11 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 2026-08-11T06:34:44.6726+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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:07.054585Z digest=sha256:da1beafbce7afc9b81f2ccee2702afd52d611a63e6f560fc458f1308d027f8a6

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:07.199010Z digest=sha256:150b4a488cc9fcc1461c379b2251f219b5957da14774e91ec5bf5407d1f1b38d

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:07.407111Z digest=sha256:be34523381e6ca9dece604b5fdcc014e8dd43c401e7fa3040418139adc772784

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:07.605059Z digest=sha256:62afcd13ccfe9fdce8819ecef302a32f9d3b308d1341092fd3cbc5752e2d3c52

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:07.818335Z digest=sha256:9eb41d3566e7695e27e1cef9257ae84140a454b24e84386df91ce0492447d6f8

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:07.992948Z digest=sha256:fa40a51341f5015424833df190550f4c74d8fbb0ae54d1a8ef1d0dddf2ddc148

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:08.197899Z digest=sha256:8f542dff04c312a7c8946afb46937264c159a49c9295eff8aa4b8e92b0d99e5b

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:08.398559Z digest=sha256:31d805b7eeb64c62a8c38416449d2cd1b3cc03dcb16a04518646f6686cebb11d

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:08.542774Z digest=sha256:fb5443b862745fcb1030c1938e50745eecd07c073b4bcfc5a7f68059165f462c

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:08.701945Z digest=sha256:f61f2d295ac0c21a368d2d6c040a2e835e981524b23b5bc2f9c0b5c2b4f0ae56

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:08.894269Z digest=sha256:6d7657c72c89ba42947905747faeb9e8be03eb44a00b4018b2264b481e6d2541

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:08.961524Z digest=sha256:6b25c42a47c55f81b2401059b9708840254431fff7d1c6605f7c83159d854cf2

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:09.019809Z digest=sha256:04e61de6dc4b0ae5c5b321fb6d93d3d02693fad22b3d83aea9308e1759718cc7

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:09.125586Z digest=sha256:e3b4ed7a90820797e6f75b82b8260c0a2acf148cb9acd6e5505dacc27eeafb2c

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:09.232831Z digest=sha256:41d0577248379915747a75c4e56737a9f033c3398aa5e909c38b77656ae896a2

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:09.313587Z digest=sha256:12e920e8ad9d6ea1b2665c425c99c9ce7b1bfb170426f2ea583cfd9387461811

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:09.371766Z digest=sha256:3dc4792f1d650e3880ff3058c9ac1d5e480590ac754b579ac598584796762b6d

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:09.452009Z digest=sha256:4113657a6742774c1df860a1afa852a02699e0178d54c21e465889109af3798e

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:09.524146Z digest=sha256:282deee67a722ba56d5d06082bc8af80742582a5c80e119ce380077265c091c1

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:09.581527Z digest=sha256:139947240770e9c1e4f5c5d6930a83f16d283f4a8ccb79551838cd80d181695c

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:09.627434Z digest=sha256:2fdd1f5aadfcf6253fc80d29a28ba6ff268a4bef6d6a6c1d184d8afb3c5527c7

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:09.631269Z digest=sha256:6782e8ce22576ddb5dfd0ac3f6a9d8091561d7e9bf42bfb266090daf5c3d87b8

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:09.661958Z digest=sha256:d04a3d208c37213cd596fa562965f5d078d9f109395d106195a1e5eb0f45e249

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:09.760093Z digest=sha256:b4e04fae0a628b4794bf37bec37a29c905b5cf3a5a95b9190731a7dd28d4bcec

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:09.846819Z digest=sha256:8aae4756f9f08ca545f15aff95e039f7865178729a0002156339f234e06d0471

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:09.939893Z digest=sha256:dd4db15e30fa56621d735e30394b66732a0b17000e2e042b1d7306d87eeaf8b9

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:10.009636Z digest=sha256:580e1692df6e4d43ba2b79181a22b9c4400cc22e25e8456e67fbbb8b8299926f

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:10.078804Z digest=sha256:f559cd6d29a94e7417c609f6282a6a2fba72cdc79048f58d628ce14c11e42c0b

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:10.154839Z digest=sha256:4fb30e6a8f50c5acb59fa02a74531acf3a4838cb1f8e3f8c1359d7159d0e92e8

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:10.247708Z digest=sha256:5a1d045a66a9420629192a4690138cc5d3af0da430c591c9532538f9ce25b769

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:10.314482Z digest=sha256:2c435f665b59bb42b31b58418a2eafe0ac5d6f43556b7cee6f69484fc2a8fe63

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:10.399927Z digest=sha256:a5a43231a8fcb46b98f7064c87067e4a6d577bd882a900ecb494146271dcfb6e

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=sha256:6a699a1980a82261c9a39e292c020b7502bb2fce09901641834ce5a957f4c7f1

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:10.560540Z digest=sha256:044e73f9b7d6cbc72623a818fb990ed61f25bf92339124a01da4843b15a47458

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:10.639540Z digest=sha256:60b7f077a143f025f883adbd7b7946b3ab32348a3b5b69a0d8205588ddc485d3

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:10.729080Z digest=sha256:91f59a660af2d79d8ee9b89fe345554826e34c454d1f619b19d6c34947b1e286

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:10.845508Z digest=sha256:d1ecf5e4da9a74ae6a5bf408d3195e6a16af8ad2c05c6be593ba8463fdedf6ac

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:10.916153Z digest=sha256:7831619a204debeb7b7ba8f3b13d7651f6b2336a2d1beece516ba49fc7e3ef04

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:10.978566Z digest=sha256:9f0a6411536c9e94d257516eada0e84a74571af4383ccc8982ab8a0301ad2cc1

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:11.113870Z digest=sha256:d162dcfb6e55273c01a35ea95f3d538dd640fd977ade0310ea68c39f7cf9c2b1

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:11.239631Z digest=sha256:504ccd02af3684fa46fb5db8b7a8c3d37f8df40509c6d853d7300b72ca13c968

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:11.302868Z digest=sha256:4379fa239ed1d6159662977dc67a96bc65c8ff801eb7d3e64dc1fdaf2f7dc852

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:11.393572Z digest=sha256:4f3bd9fad56ec9219731bb98b1f3b243fee78c97418edf7972438319850710ab

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:11.485389Z digest=sha256:48a5469648d09bbc78da65e0f8ba7aa24845876e6706b722d08a5d81984fc1b7

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:11.576135Z digest=sha256:3f5f29b778a15242ee723ee571aab8552319e1d5047b1d64fd7b2ea896e16b74

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:11.639708Z digest=sha256:ccc8ac82ac36a0c3de221184cf52468745f214771130f6d244a9c70f1ca8f04a

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:11.671500Z digest=sha256:4ec3ab42ece9c38fbbd0d70f11a2722241a8e7e74aa01d43017ee306ef6e86bb

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:11.769436Z digest=sha256:9d7b6c6cff67029a40a9e7b34a9a823ce5593968d2262b6f88ca9c9b03c9d7cb

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:11.874243Z digest=sha256:cbe537e3d04db2d93928e623cb6b4bd22693eadd6b9cd4260813118994a0d344

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T12:20:11.952667Z digest=sha256:b90aa73797f794ee7ef26003c6f3aac1ceaf5975d1bc00e7ccb4ac3ff5f924db

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T16:00:39.657115Z digest=sha256:8b13a7c53e46708054e01515d49789d9c6dbed4cbff6fff5542a5f06843a8aac