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Paper Citation Record · LEDGER

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

As of 8 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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:07.054585Z digest=sha256:b313f75ec56308866ecf1e94a97a6ecf5e14dd4646f7cb75508823dab75e4bd9

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:07.199010Z digest=sha256:11077270ddf2b4b902c64495918fcaf05d37b7ab73c8f700c2718d3211d54131

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:07.407111Z digest=sha256:17656f5d4f94edde305be4718ee187b69b1371792ca87628e537c35a7994efe4

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:07.605059Z digest=sha256:2a2bdf7bad52fd3bc654655c567235d0958e636f38271f1b97a5980adbde4494

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:07.818335Z digest=sha256:31066764ee2b809291741db5e9d06d50fa6d769ffe3120720dbf50eadd367f52

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:07.992948Z digest=sha256:cea0083b6e427f5c7bb928c4000fc6b8ccdb255465f5a9b81feed3b3e7d4d833

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:08.197899Z digest=sha256:1f8ed017d4569e06e16c90670ecd1020d35d15e30814ef0b2e1a812f841ba2fd

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:08.398559Z digest=sha256:2172023006665bdf31b9ec19406679d460870b4fde88de6407895f36120303de

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:08.542774Z digest=sha256:bbc02aa2ab6ed7848eae1b80f74ef0c3ee9aedcca031cb11d03b75a5e880edc4

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:08.701945Z digest=sha256:de14cba9e593f475ed7647a853251894ecdb4792553f4b5e8ea01c3469d2d5aa

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:08.894269Z digest=sha256:ad4cc02a82126505702e784f0c7eb565b5fa883c66bc6e5bc4e09ca2137d3158

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:08.961524Z digest=sha256:86b706e43b3fbd9bd3654e11fa6ae4266ec0fc366cfae9f196138f9a92a57080

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:09.019809Z digest=sha256:37348b4201fc9399946f0bed57fd412d8c62d6421d8aa20303092e7908d0288c

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:09.125586Z digest=sha256:e6d01ac0247696c6a13179dad4de4f795aa1e9dcc9cc4a7d5eb85501bf92eba7

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:09.232831Z digest=sha256:ee451ac3980d36cff201b7e6ca4e12515031e3da80ab63bbde07a34d867e4ef8

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:09.313587Z digest=sha256:96fec5b0e85bb4a7e0f4ce392412527c980ab6a1b559035621bef1204fb9db4c

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:09.371766Z digest=sha256:7d55009f4430e1b3d13c11212239bffb8f537cfdeaae8fb3b25737bba7952682

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:09.452009Z digest=sha256:e6303d9bc22bac8bb91211b6c8225263fa6873f377d9206af751efcc0444026a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:09.524146Z digest=sha256:b6b623da6c89cf00b77be7ed66137f9c8ce9841cceadba4abbbb5578c64c676c

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:09.581527Z digest=sha256:7b2bfcac17238a1bc9dfbd173344bcb096b596c08f27b1bf8ef3c07cf04959a2

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:09.627434Z digest=sha256:5e39840e490381dfb746133a344c23221b157691ffd4350717057d59e683288a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:09.631269Z digest=sha256:516a8b0872d932c43423c7ebe1e479c0e824bfc64986a089566149bce3b67497

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:09.661958Z digest=sha256:8270d75363a61bf48b84591eb3f7f32850f4470466b591ab9e0ee9d77cd31585

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:09.760093Z digest=sha256:e8a6d63eb259d7a5276698d965d8994372763338f1ee759af30cef0ca364e662

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:09.846819Z digest=sha256:413a40a0104238f33b2d4a71334caf1534ece8c98b2a3b9236e760ffb4a5ef92

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:09.939893Z digest=sha256:712d902cf95413fcd1c1c54094656d6e790b9d619ab67b3345fe4cc8c11d4573

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:10.009636Z digest=sha256:6eebd6e4d07c26ec4a906db5fa5bfbc0a438b4cdc6bf7bace6db5852401ff594

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:10.078804Z digest=sha256:a7264cf103d10a34738ff2f0d5fc4e0c7f388d785506e4067954f4718ce6cf49

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:10.154839Z digest=sha256:cb7f1e376586c0d4e7f03101d72ccde24b3f9ee9527de54381f8fd4694c1b0ea

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:10.247708Z digest=sha256:269685be987ff247d6b6b86f69fdc82f9a8e7d3dbf3ca7b51e4259235e5945b1

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:10.314482Z digest=sha256:16d78637398096b615872f40bfae2909f8c368af487af66b3ebdf7ad7bc5f189

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:10.399927Z digest=sha256:5f736f83d130c27f167f41239a7a2d244f5436e3de156e25def72508182a8099

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=sha256:98b16332ff424ab32836dd4e9ecdc2799b76de9b629f8823b835d05b30de9fa4

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:10.560540Z digest=sha256:a7849f8e691fbfe1b4b82ca48d6103b5b2fde73177bdde2646c995abab59b14c

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:10.639540Z digest=sha256:fadb0ad960706d6459a2e5e4974d73d33fa2b07eb105aa7557d7c3c008bf8baa

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:10.729080Z digest=sha256:16e087516a359af44c9c95b76e0d31c8cfe230155d5d0300e29c1ecca0094740

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:10.845508Z digest=sha256:f54777d1881bcfc4b7ba270f9e5d84fb33dd58b11f67b2a0459dd5eab00e0f33

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:10.916153Z digest=sha256:e1066719487906377ed4b63ddc053799f31b83db0d45ebc7b9f5834d79b3057c

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:10.978566Z digest=sha256:bd82ec2dca339f1f83481fe58b862e21ff3530bfd7b3ae239910377929cd25de

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:11.113870Z digest=sha256:223a4fb56db4f1bc7085b0771e96bb26feebaf25a595da5c2a51978c012b3735

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:11.239631Z digest=sha256:73d778b9645ab08fe2ef4fd3dba69cf378b8b0e9cd74068f972253fba2e851c4

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:11.302868Z digest=sha256:7ef100c29d3d76e550d84f6e81730cb7b465a7c98cefe7a2c5c2e67a76ddaace

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:11.393572Z digest=sha256:5ab9ecef8fc60267c35589ce2dabd9da7bfdfc3df88a821add140d23488a8247

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:11.485389Z digest=sha256:dc89b3e88cfeb233d5cf93cd6fa4d6b021aa9a69db786a3f20d08a4ea3dc5800

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:11.576135Z digest=sha256:ed656a35d9de541dbcda0fed9d1b724dd0e3394af8a804a6af30d8b711e318df

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:11.639708Z digest=sha256:e6b02eeeeceb8e0615eaf6091ac59d5c76f6f4ebd9fb78777af8a970725c958e

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:11.671500Z digest=sha256:760880714aaa02b5f16076ca3bc7b765675236498d68cc5f890f9e4336c517a0

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:11.769436Z digest=sha256:1154d489d8983d867b41a0245b1080502effe2add3440c5b1f8b05bb72648d38

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:11.874243Z digest=sha256:c68b475f9852c3d3e015fafbdce25de89cd61ce5d5b5bdaa3c99b8b35fa684ca

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:20:11.952667Z digest=sha256:279ed52150533ae4b4605e9320c04361742f038dbfaabf8debe65d9bd3d9e6cb

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T16:00:39.657115Z digest=sha256:fe7a2b736ab02437a5933f8a844e4c5a5b34954b8fdaa62ec2c259a77b7d0773