Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T12:20:11.952667Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T12:20:11.952667Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-10T16:00:39.657115Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-11T09:26:03.358391Z
50 of 50 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 91ae54f5-0664-4848-b225-2ed11e7a30d6 · outbound
Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Bitcoin: A peer-to-peer electronic cash system
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation dd540c36-6996-4396-87f2-b8869bdcf0c2 · outbound
Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Ethereum: A secure decentralised generalised transaction ledger
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1a3a440d-4ba9-458f-959e-814fc35b5dcd · outbound
Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Mastering ethereum: building smart contracts and dapps
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2ffb39b7-6d4a-40c1-81fa-9f63423126a3 · outbound
Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Etherscan information center: Understanding transaction input data
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation bbd3aba8-7670-496e-be85-694e3f99602e · outbound
Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) The Bybit hack: Following North Korea’s largest exploit
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation cefb4226-d9fe-4b01-be28-608d9654f017 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d54be923-3335-47f5-9062-a480eb1129e8 · outbound
Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) SoK: Decentralized finance (DeFi)
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 624ed34b-710c-4e6d-9eb4-566a6a1598bb · outbound
Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Decentralized Finance (DeFi): A Survey
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 87beba53-3e9d-4f46-8c8e-3c50cf3e1764 · outbound
Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Me too,# metoo: Countering cruelty with empathy
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d24a2ff5-2734-4afc-a9b7-1302266efd0f · outbound
Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Ethereum.org: The history of ethereum
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ad04c1c7-bf2f-40a5-a842-643b6de40baf · outbound
Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) EIP-2028: Transaction data gas cost reduction (settled)
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 451ca110-e02a-40c8-a2f2-827e628afed8 · outbound
Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Fast unfolding of communities in large networks
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ba075814-f949-4dfe-b6fc-dd0abe4ceeb3 · outbound
Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Sok: Decentralized finance (DeFi) attacks
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e5d39596-8c93-4fa0-acbb-3bab43952484 · outbound
Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) On how zero-knowledge proof blockchain mixers improve, and worsen user privacy
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9c62cb42-64c3-4bea-9983-4df403f31608 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 329a474b-b853-4169-9afe-fe8f9b63dc18 · outbound
Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Under- standing and improving content moderation in web3 platforms
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d55661d3-812d-4902-b7c8-8bebf693d8f1 · outbound
Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Covert communication via blockchain: Hiding patterns and communication patterns
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ce4ae07c-f0aa-4e97-90d7-35978fcfbb1e · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 22b4e8de-a91a-474c-afd3-ba3550c9c38c · outbound
Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Whispers on Ethereum: Blockchain-based covert data embedding schemes
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 61b648fa-4e21-4cdc-b31f-0629463e9e06 · outbound
Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Blockchain meets covert communication: A survey
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation dedb9dd0-824d-4c21-8c6c-a6495fb7dd21 · outbound
Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) A novel covert timing channel based on bitcoin messages
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1cb8327b-3213-4d3d-8cdf-993e8ac46853 · outbound
Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Bitcoin inscriptions: Foundations and beyond
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8a9e7926-28c0-4a7c-9579-30cd51fe44d2 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 210be897-aca0-42a8-b11c-efd45f62de5b · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2121ca0d-afd3-4499-a52e-8eaaa28ae64b · outbound
Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Smartinv: Multimodal learning for smart contract invariant inference
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 104fab68-b0ba-4cdf-adf1-0fed626b594b · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5544f53d-a566-40af-91b3-9ae5bfa3db97 · outbound
Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Detect llama-finding vulnerabilities in smart contracts using large language models
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 761510e5-f933-4e39-82ae-4267597290be · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0beb1677-3d72-429f-a39d-376e424b95c2 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e395f705-5cf7-40b7-a5a2-29901d869b41 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3abafbb5-ece1-47ed-a3c4-41c87d0de4e5 · outbound
Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Logic meets magic: LLMs cracking smart contract vulnerabilities
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9bb2aa2e-8b42-4d07-b74b-a30634c1571e · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b2ab968e-cbc6-4faa-b48f-a9643c4d1359 · outbound
Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Large Language Models for Cryptocurrency Transaction Analysis: A Bitcoin Case Study
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc064ae7-0dcf-4921-bfae-3771c55a5962 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6a311cf3-fb8a-4b5e-ace1-f62e704e69a8 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation eb799efe-abc9-4748-8852-2b39b18435c9 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c486f010-ccdf-4050-b8ea-4966d85744e4 · outbound
Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Unearthing gas-wasting code smells in smart contracts with large language models
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 36a2492f-6bf9-46da-8da9-eba949c852b6 · outbound
Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Trust in defi: an empirical study of the decentralized exchange
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation eb512c00-595b-4e64-bf3a-41a9eb74dfe8 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a7eec1f5-ca44-43f6-a808-d6e66e50ca1f · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 97113892-f402-447e-aa9c-cb204b3223d3 · outbound
Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) BRC-20: Hope or Hype
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7556cede-f829-4649-86b7-3adca49c88de · outbound
Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Who stole my NFT? investigating web3 NFT phishing scams on Ethereum
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7b444178-f867-437c-be52-52fd66156aa1 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3134e07b-4fe2-40e7-955f-6a5764ee5918 · outbound
Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Cryptocurrency in the aftermath: Unveiling the impact of the SVB collapse
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b8cbbb60-96ab-4cdc-8baa-4cd52b7a1574 · outbound
Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) EIP-4444: Bound historical data in execution clients (stagnant)
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 43cef238-2f2a-494b-aa81-369f132314de · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4973f3f9-8f0a-48e8-920d-79bb417fd6ab · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d9765ab9-8d58-4fcf-aefa-4692b6badfca · outbound
Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Disregard structured tokens unless they contribute to the emotional tone
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 00cf6c5d-e231-4d3e-8dc1-f76ab307233e · outbound
Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) Unresolved cited work
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation fb4be2de-9bc5-460c-9e84-37c03f1e21af · outbound
Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs) \"\"{message}\
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b99b17d9-67b1-4879-abbc-8347d65ede5f · inbound
UniDetect: LLM-Driven Universal Fraud Detection across Heterogeneous Blockchains Talking Transactions: Decentralized Communication through Ethereum Input Data Messages (IDMs)
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.