Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T15:26:14.626696Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 1 inbound Pith citation observation for arXiv:2505.15242.
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 2026-08-07T15:26:14.626696Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-16T07:28:33.568974Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-16T07:30:44.333726Z
46 of 46 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 3969b2a4-b33f-4146-9e79-dc388f4a6316 · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing Demystifying exploitable bugs in smart contracts
Reference 1
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.
Observation 3bcb4c04-7163-448c-8725-6fb932460b20 · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing Gptscan: Detecting logic vulnerabilities in smart contracts by combining gpt with program analysis
Reference 2
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.
Observation 6b648281-1207-4966-8ec6-2353fc683fc7 · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing Propertygpt: Llm-driven formal verification of smart contracts through retrieval-augmented property generation
Reference 3
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.
Observation dcdba3b0-6c6b-44bd-a665-21ebfd28401c · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing Is your code generated by chatgpt really correct? rigorous evaluation of large language models for code generation
Reference 4
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.
Observation 2ffbe38b-fab0-4706-bf44-10cb76dd369a · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing Do you still need a manual smart contract audit?
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 26f14b0c-811a-4bfc-9152-1a75af2060ba · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing Survey on quality assurance of smart contracts
Reference 6
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.
Observation 1f80edda-f436-4695-972f-7c96ea4b17d4 · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing On the dangers of stochastic parrots: Can language models be too big? In Proceedings of the 2021 ACM conference on fairness, accountability, and transparency, pages 610--623, 2021
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 79726640-d52f-459f-9bc7-4a66a5b4f83c · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing Evaluation of openai o1: Opportunities and challenges of agi
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 736ec2ca-2f0d-4f7a-a40b-c03748cba596 · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing Deliberative Alignment: Reasoning Enables Safer Language Models
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee9850c4-ccdd-4ee3-ae4c-55bb8c4879f3 · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing Hugginggpt: Solving ai tasks with chatgpt and its friends in hugging face
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 207853bd-a40c-443e-83cc-3b6914073041 · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing A survey on large language model based autonomous agents
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 84d1b8a7-3045-4662-96c3-9f85509ec7ae · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing A survey of smart contract formal specification and verification
Reference 12
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.
Observation 3a2ae1a9-e01e-4f38-9f46-42fc8a3b7562 · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing Combining Fine-Tuning and LLM-based Agents for Intuitive Smart Contract Auditing with Justifications
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fde2acfb-c699-4e6b-9ecc-77bf0603ec91 · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing AuditGPT: Auditing Smart Contracts with ChatGPT
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e90fdee1-cdff-4ed9-9100-8288505d400b · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing Unresolved cited work
Reference 15
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.
Observation 38567900-d88f-445f-8b55-0fe223091290 · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing Empirical review of automated analysis tools on 47,587 ethereum smart contracts
Reference 16
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.
Observation ded6b843-9984-4873-b5e4-39865cb40195 · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing When ChatGPT Meets Smart Contract Vulnerability Detection: How Far Are We?
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1dd68255-a9a6-4350-88bb-9fba891ba19f · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing Large language models and the perils of their hallucinations
Reference 18
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.
Observation 066c217c-0a8f-42b5-986e-aa99c39c9459 · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing Diversevul: A new vulnerable source code dataset for deep learning based vulnerability detection
Reference 19
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.
Observation 07edfcde-5e84-4b1d-8b7e-a82813f305c9 · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ffe85801-18c4-4cef-9398-79328a1b078b · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing Camel: Communicative agents for" mind" exploration of large language model society
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c48a790-95d3-453d-a573-f257b0a2e4d9 · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing Chain-of-Thought Reasoning Without Prompting
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 403785b7-965b-412a-a913-4beaed87582f · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing Tree of thoughts: Deliberate problem solving with large language models
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6f39c021-5f0a-44cf-81c7-0b49ceef9056 · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing Graph of thoughts: Solving elaborate problems with large language models
Reference 24
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.
Observation 6e51e0d1-30ee-489b-b853-9b9911e84d62 · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing Gptswarm: Language agents as optimizable graphs
Reference 25
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.
Observation d32f368a-84ee-419a-8dc6-b888bcf36654 · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing Data Interpreter: An LLM Agent For Data Science
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation afcdeb10-6931-4ceb-924d-adab9c5c6c0d · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing AFlow: Automating Agentic Workflow Generation
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c4f8dc7-3ecf-4c08-8cb1-acb93e041926 · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing Large Language Models are Better Reasoners with Self-Verification
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4cb4cdc5-6c07-4a28-9c37-f088224dd47b · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing Large Language Models Are Human-Level Prompt Engineers
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 345b1eb6-4d59-4c95-bc1e-b6fb1541e42f · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing Black-Box Prompt Optimization: Aligning Large Language Models without Model Training
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28be587e-801e-4581-aa4c-0999b086ce5c · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing Efficient mini-batch training for stochastic optimization
Reference 31
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.
Observation 9e5591d4-a46c-4cd3-9b3c-cf015c4255c6 · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing Mini-batch optimization enables training of ode models on large-scale datasets
Reference 32
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.
Observation 2b9318d7-d9f6-4bd8-a42d-2f22c25a7ba2 · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing Attention is all you need
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ac2bdd52-b8ae-4984-949d-d1231ba10521 · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing Ragas: Automated evaluation of retrieval augmented generation
Reference 34
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.
Observation e65a23f1-52b1-4007-927c-b8bc8c00c146 · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing Semantic-enriched code knowledge graph to reveal unknowns in smart contract code reuse
Reference 35
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.
Observation b2c48b32-fc43-430d-8e1f-1910d87de10b · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing Storage state analysis and extraction of ethereum blockchain smart contracts
Reference 36
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.
Observation 704b310a-91d4-4ce3-8ac5-3d099a487e50 · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing Exploring \ ChatGPT's \ capabilities on vulnerability management
Reference 37
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.
Observation 9c3f30cc-5737-473a-b7d7-fac73f9fdc74 · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing Multitask-based evaluation of open-source llm on software vulnerability
Reference 38
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.
Observation 28799e41-b1cb-4c1b-8776-eaeb1ba026e7 · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt \
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a64b5c32-9aba-4517-b497-230ab993bc2e · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
Reference 40
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Unavailable: canonical work link unavailable.
Observation 6bdcc00b-4d59-4b18-96e3-d63513bd9311 · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing GPTScore: Evaluate as You Desire
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6dc5840-15db-4a9d-b2d2-9ce088f2ed82 · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2769800b-4406-4c1e-8e46-04605919d1df · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing Measuring short-form factuality in large language models
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e5793f6b-7db9-4fb4-8eb2-6c11fed80625 · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing Understanding the Effectiveness of Large Language Models in Detecting Security Vulnerabilities
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58d1c4a5-4177-47fd-819e-6495a4341e30 · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing IRIS: LLM-Assisted Static Analysis for Detecting Security Vulnerabilities
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a1f43b9f-4274-4781-9a81-0cd7520e3b15 · outbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing LLM4Vuln: A Unified Evaluation Framework for Decoupling and Enhancing LLMs' Vulnerability Reasoning
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81a05a42-b3db-4e4b-ae01-83287cdf5d58 · inbound
SPEAR: An Engineering Case Study of Multi-Agent Coordination for Smart Contract Auditing Adaptive Plan-Execute Framework for Smart Contract Security Auditing
Reference 25
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.