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Paper Citation Record · LEDGER

SoK: Security and Privacy of AI Agents for Blockchain

As of 16 August 2026, this Paper Citation Record lists 80 of 80 outbound references and 0 inbound Pith citation observations for arXiv:2509.07131.

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

pith.paper-citation-record.v1
2509.07131 v1

Coverage vector

measured 80 of 80 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T16:15:52.917467Z

measured 80 of 80 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

80 of 80 outbound references displayed

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  • verified fuzzy45
  • unresolved34
  • parse uncertain0
  • malformed identifier0
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External citation measurements

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Outbound references

Observation f611f9f5-ba89-4e34-b4e5-25deb3424c30 · outbound

This paper cites Know Your Transactions: Real-time and Generic Transaction Semantic Representation on Blockchain & Web3 Ecosystem,.

SoK: Security and Privacy of AI Agents for Blockchain Know Your Transactions: Real-time and Generic Transaction Semantic Representation on Blockchain & Web3 Ecosystem,

Reference 1

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source=pdf_text observed=2026-08-15T16:15:52.093823Z digest=sha256:d894451ff4c3d5704eb35ef3a82dfce882e28379dd22b976fe3b5e6017ff9f17

Observation 805294ca-c95b-4aad-acd3-432c9259076b · outbound

This paper cites A Survey on Decentralized Identifiers and Verifiable Cre- dentials,.

SoK: Security and Privacy of AI Agents for Blockchain A Survey on Decentralized Identifiers and Verifiable Cre- dentials,

Reference 2

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source=pdf_text observed=2026-08-15T16:15:52.106945Z digest=sha256:e59369c862e3c784c9ace43f03f6e66054cb7eda86dc0c46e186addb193f3309

Observation 70cb8a2e-2e7e-4196-8c71-47543cc2263f · outbound

This paper cites Blockchain disruption and decentralized finance: The rise of decentralized business models,.

SoK: Security and Privacy of AI Agents for Blockchain Blockchain disruption and decentralized finance: The rise of decentralized business models,

Reference 3

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source=pdf_text observed=2026-08-15T16:15:52.118320Z digest=sha256:5e73edd9ee0a3d682e719c481db9b82c197e1d89d6936e912c57c8fb5e818d51

Observation 4962522e-7695-49b7-a3f7-a4d113a76b92 · outbound

This paper cites Blockchain: Challenges and applications,.

SoK: Security and Privacy of AI Agents for Blockchain Blockchain: Challenges and applications,

Reference 4

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source=pdf_text observed=2026-08-15T16:15:52.131396Z digest=sha256:701e5e03a5945c78ab8feab871e429498e231ec46013843fd6115a103fa6295a

Observation 29ebbc88-d8bd-4807-8f74-a8920d8e6b6b · outbound

This paper cites Towards Next-Generation Intelligent Assistants Leveraging LLM Techniques,.

SoK: Security and Privacy of AI Agents for Blockchain Towards Next-Generation Intelligent Assistants Leveraging LLM Techniques,

Reference 5

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source=pdf_text observed=2026-08-15T16:15:52.141063Z digest=sha256:080be7a20229d5deb85d4704d8c93dc8a85d70154a35dca3ddd974b16ac6246b

Observation 410a63e7-5104-4165-9293-cb98a8132f9c · outbound

This paper cites LLM-SmartAudit: Advanced Smart Contract Vulnerability Detection.

SoK: Security and Privacy of AI Agents for Blockchain LLM-SmartAudit: Advanced Smart Contract Vulnerability Detection

Reference 6

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source=pdf_text observed=2026-08-15T16:15:52.152728Z digest=sha256:ddeb804c8f0fe32b21825835ccf965a1c2062a81fe7ed1c407088ce713bb79b3

Observation 46f00e04-aad7-44e0-9dd6-c4bbbc7c7d6b · outbound

This paper cites A Multi-Agent Frame- work for Automated Vulnerability Detection and Repair in Solidity and Move Smart Contracts,.

SoK: Security and Privacy of AI Agents for Blockchain A Multi-Agent Frame- work for Automated Vulnerability Detection and Repair in Solidity and Move Smart Contracts,

Reference 7

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source=pdf_text observed=2026-08-15T16:15:52.164825Z digest=sha256:717071899307f53be77d30e0246bf17d2845fe51f181157b40e743d1e01d754a

Observation 6f58d208-f03a-46d4-a215-76bcc447b8c2 · outbound

This paper cites Combining Fine-Tuning and LLM-based Agents for Intuitive Smart Contract Auditing with Justifications.

SoK: Security and Privacy of AI Agents for Blockchain Combining Fine-Tuning and LLM-based Agents for Intuitive Smart Contract Auditing with Justifications

Reference 8

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source=pdf_text observed=2026-08-15T16:15:52.175793Z digest=sha256:ab17e28e2e1fe3fcfaf713668120e3909d63602cf1586b3db70afefd9fd1f677

Observation 600e992c-a708-4147-bae3-345961886ec1 · outbound

This paper cites Autonomous economic agents as a second layer technology for blockchains: Frame- work introduction and use-case demonstration,.

SoK: Security and Privacy of AI Agents for Blockchain Autonomous economic agents as a second layer technology for blockchains: Frame- work introduction and use-case demonstration,

Reference 9

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source=pdf_text observed=2026-08-15T16:15:52.189819Z digest=sha256:7c5450d4f52dc7eb3dfd2581465f3165aa3feeefd69fd6a83fa9ae7b45900940

Observation a8765da2-c21f-45ba-9444-babdafb2c88a · outbound

This paper cites Autonomous economic agent framework,.

SoK: Security and Privacy of AI Agents for Blockchain Autonomous economic agent framework,

Reference 10

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source=pdf_text observed=2026-08-15T16:15:52.198098Z digest=sha256:9d212fe806adcfdec69eff0d268351c559f186c602c24627887c8bd660562f9e

Observation 0c9bb341-911f-4a29-afb9-b2f177e0c248 · outbound

This paper cites A Survey of AI Agent Protocols.

SoK: Security and Privacy of AI Agents for Blockchain A Survey of AI Agent Protocols

Reference 11

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source=pdf_text observed=2026-08-15T16:15:52.207640Z digest=sha256:35d4211759f007f4dbf50593147c4c9e16dfeb2ad9ed030bf4f8ac5e2f98d69b

Observation 7970efd9-ffc2-4f8b-ac54-dd6dbd0d60c2 · outbound

This paper cites Multi-Agent Collaboration Mechanisms: A Survey of LLMs.

SoK: Security and Privacy of AI Agents for Blockchain Multi-Agent Collaboration Mechanisms: A Survey of LLMs

Reference 12

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source=pdf_text observed=2026-08-15T16:15:52.218906Z digest=sha256:f8f6b4dfb9cf7ba355b3bc20335ff9609639aaa901c0353d7ffbf0e0db597868

Observation b0a282da-f803-452c-a640-310f05dfc9d4 · outbound

This paper cites Internet of agents: Fundamentals, applications, and challenges,.

SoK: Security and Privacy of AI Agents for Blockchain Internet of agents: Fundamentals, applications, and challenges,

Reference 13

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source=pdf_text observed=2026-08-15T16:15:52.231209Z digest=sha256:085c195556d6e3686669268a3b9a34af7c1c35a2664a7f0b658f7c97429224a3

Observation 0ddd93f8-fd7b-4ef8-9891-6a16dcd8ebc4 · outbound

This paper cites Security of Internet of Agents: Attacks and Countermeasures.

SoK: Security and Privacy of AI Agents for Blockchain Security of Internet of Agents: Attacks and Countermeasures

Reference 14

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source=pdf_text observed=2026-08-15T16:15:52.239451Z digest=sha256:5ab133d7bf37d8e56dff70aa1c3e572fe15a03e8fda441cb83ee2ba5a63222db

Observation 2d5071c0-5aba-42b0-80d5-98a3149a44fe · outbound

This paper cites Ai agents under threat: A survey of key security challenges and future pathways,.

SoK: Security and Privacy of AI Agents for Blockchain Ai agents under threat: A survey of key security challenges and future pathways,

Reference 15

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source=pdf_text observed=2026-08-15T16:15:52.245900Z digest=sha256:b6bb36ae919e0484c4ee5e5109722e2ec51a3704a893364e1692c133948977f0

Observation 90ecc90e-edbf-408c-8f83-955f1b9e245f · outbound

This paper cites A Survey on Blockchain: A Game Theoretical Perspective,.

SoK: Security and Privacy of AI Agents for Blockchain A Survey on Blockchain: A Game Theoretical Perspective,

Reference 16

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source=pdf_text observed=2026-08-15T16:15:52.255450Z digest=sha256:4ed36a8d72fc04921cba1ff1669cec4987afe47eb200767dd6958672abc31d1a

Observation 84a2af31-03c6-4647-a051-a9b4809b151d · outbound

This paper cites {FastKitten}: Practical smart contracts on bitcoin,.

SoK: Security and Privacy of AI Agents for Blockchain {FastKitten}: Practical smart contracts on bitcoin,

Reference 17

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source=pdf_text observed=2026-08-15T16:15:52.262164Z digest=sha256:1bf0df56f9f87870a64416440eba9088911927f62cdd0968bb15c1987c276ea3

Observation aa68da90-a51b-4452-bb6a-a3a2770ad77b · outbound

This paper cites Decentralized finance research and developments around the world,.

SoK: Security and Privacy of AI Agents for Blockchain Decentralized finance research and developments around the world,

Reference 18

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source=pdf_text observed=2026-08-15T16:15:52.267671Z digest=sha256:a8052caf521f5f29876362e1e69961730b6ac679d730baea8f0a4c1a1973715f

Observation 90e8779c-0c13-4e14-906b-28c3b67149cb · outbound

This paper cites The decentralized autonomous organization and gover- nance issues,.

SoK: Security and Privacy of AI Agents for Blockchain The decentralized autonomous organization and gover- nance issues,

Reference 19

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source=pdf_text observed=2026-08-15T16:15:52.274739Z digest=sha256:5c03bc5f4da64d6210876a2a11339fc817b6dc9e1f9b49c73fca8f3c1b82595d

Observation 327b75a2-8e8e-467c-808e-f9e29b6574fd · outbound

This paper cites A survey of attacks on ethereum smart contracts (sok),.

SoK: Security and Privacy of AI Agents for Blockchain A survey of attacks on ethereum smart contracts (sok),

Reference 20

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source=pdf_text observed=2026-08-15T16:15:52.281192Z digest=sha256:2354ddfaaf18b5a592dc4465277d53d62d9936441dee97197a48fecafb0d6519

Observation 0e84b992-d8e5-468b-9117-a5be40c76fc1 · outbound

This paper cites Attention is all you need,.

SoK: Security and Privacy of AI Agents for Blockchain Attention is all you need,

Reference 21

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source=pdf_text observed=2026-08-15T16:15:52.289658Z digest=sha256:ab0fae3870301de21fb751b36f3007b0a40b06102443cc9e25f57819632c1dad

Observation f8d67e4d-ce9f-4c05-b976-48aaeea7a35b · outbound

This paper cites Language mod- els are few-shot learners,.

SoK: Security and Privacy of AI Agents for Blockchain Language mod- els are few-shot learners,

Reference 22

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source=pdf_text observed=2026-08-15T16:15:52.298957Z digest=sha256:07df1761ff60598712c006aaa34b0cff5189f9e7287c59dfdb8114cf9469d702

Observation 158f26ee-f09c-4fb8-9ccb-d5e6dc6d71f6 · outbound

This paper cites GPT-4 Technical Report.

SoK: Security and Privacy of AI Agents for Blockchain GPT-4 Technical Report

Reference 23

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source=pdf_text observed=2026-08-15T16:15:52.326447Z digest=sha256:1afb1fd5fced303bbe1fbac50021fcfb860fcc50c7f2c88c0353f02a8e6dfad2

Observation 021171c2-5b4e-4643-93da-ed539e746002 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

SoK: Security and Privacy of AI Agents for Blockchain LLaMA: Open and Efficient Foundation Language Models

Reference 24

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Observation 262e5940-7b67-4606-b62a-f69e58bdf401 · outbound

This paper cites Mixtral of Experts.

SoK: Security and Privacy of AI Agents for Blockchain Mixtral of Experts

Reference 25

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source=pdf_text observed=2026-08-15T16:15:52.344396Z digest=sha256:32970c5d86ad39e80ffd8c2a58a7969089c721fd33877da6909fe7a6a5e53576

Observation 7eeece19-40bc-4b38-98cc-1a632ff6ea75 · outbound

This paper cites Model card and evaluations for claude models,.

SoK: Security and Privacy of AI Agents for Blockchain Model card and evaluations for claude models,

Reference 26

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Observation 7da66a2c-7f20-406b-8dc3-9c74f6b0e807 · outbound

This paper cites Training language models to follow instructions with human feedback,.

SoK: Security and Privacy of AI Agents for Blockchain Training language models to follow instructions with human feedback,

Reference 27

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source=pdf_text observed=2026-08-15T16:15:52.372717Z digest=sha256:ae0e7529d0e7c46ecc076f90f573b23c1e21069ea70b94ba0d9842531bfa9bd1

Observation 2b266d6b-421d-4bfc-aa20-1f29080484e9 · outbound

This paper cites Retrieval- augmented generation for knowledge-intensive nlp tasks,.

SoK: Security and Privacy of AI Agents for Blockchain Retrieval- augmented generation for knowledge-intensive nlp tasks,

Reference 28

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source=pdf_text observed=2026-08-15T16:15:52.385224Z digest=sha256:10163608544499c2fbaafd10f6df81038563bbc746569c5ceeafb151899449b4

Observation c01b2f5c-67b0-40b8-9947-0c4c3efd374f · outbound

This paper cites Augmented Language Models: a Survey.

SoK: Security and Privacy of AI Agents for Blockchain Augmented Language Models: a Survey

Reference 29

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source=pdf_text observed=2026-08-15T16:15:52.396297Z digest=sha256:717028d284b55a7f3401f00ce672341c0c924fc5630a83176a37e6a2e8fdfb32

Observation fdd44cc6-aa3a-468d-a140-4d8b63ba5e37 · outbound

This paper cites Model context protocol (mcp),.

SoK: Security and Privacy of AI Agents for Blockchain Model context protocol (mcp),

Reference 30

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Observation 4b470d90-0b5d-4a87-a1bd-d00c94b18827 · outbound

This paper cites A2a protocol: Agent-to-agent communication frame- work,.

SoK: Security and Privacy of AI Agents for Blockchain A2a protocol: Agent-to-agent communication frame- work,

Reference 31

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Observation eeb5eed4-e34e-40d4-a11a-a118de12ea26 · outbound

This paper cites Agent network protocol,.

SoK: Security and Privacy of AI Agents for Blockchain Agent network protocol,

Reference 32

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source=pdf_text observed=2026-08-15T16:15:52.427038Z digest=sha256:829f252edce1c8989a41ab12bdb01a478100dcdbdf182c693f9444fd3bbf9fde

Observation e8ab5212-c931-4eeb-9c5b-ef8cfb308979 · outbound

This paper cites Agora protocol,.

SoK: Security and Privacy of AI Agents for Blockchain Agora protocol,

Reference 33

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source=pdf_text observed=2026-08-15T16:15:52.436979Z digest=sha256:6b421261ff923deedb24d3f385a50a4488e634cd701f7db694b0b51aff640c9e

Observation 7c24717b-1007-48d0-91fd-cb5909efb43d · outbound

This paper cites Nanda: A platform for agentic ai research,.

SoK: Security and Privacy of AI Agents for Blockchain Nanda: A platform for agentic ai research,

Reference 34

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source=pdf_text observed=2026-08-15T16:15:52.446222Z digest=sha256:92e4a89aba59bd9bf0a39b2a8b17fc5994d0f22aa1d00ed59e8a7bbeb37204ec

Observation 9e71ea1e-f438-4fca-a5ab-0babfff4666e · outbound

This paper cites Blockchain for large language model security and safety: A holistic survey,.

SoK: Security and Privacy of AI Agents for Blockchain Blockchain for large language model security and safety: A holistic survey,

Reference 35

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source=pdf_text observed=2026-08-15T16:15:52.459177Z digest=sha256:567e1976161b889fe0b3e596cc32908fb83cfbf349d8b75abd750cdc327cfc64

Observation 45ea9c61-4a92-4f4e-8091-69f706c21af2 · outbound

This paper cites Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects.

SoK: Security and Privacy of AI Agents for Blockchain Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 36

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source=pdf_text observed=2026-08-15T16:15:52.466699Z digest=sha256:19093385e571100a978401ee2a8c57a3e142e7f8565780098ac6ce87d1416b0f

Observation d6eca19f-2ff6-410b-a7c5-a3ede3e6e102 · outbound

This paper cites Eliza: A Web3 friendly AI Agent Operating System.

SoK: Security and Privacy of AI Agents for Blockchain Eliza: A Web3 friendly AI Agent Operating System

Reference 37

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Observation 3f96e597-1577-4b99-a379-7c7a0c72058c · outbound

This paper cites Multi-agent Chatbot for Efficient Interaction with Blockchain APIs,.

SoK: Security and Privacy of AI Agents for Blockchain Multi-agent Chatbot for Efficient Interaction with Blockchain APIs,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:15:55.666746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:15:52.487793Z digest=sha256:b3129841a1ee79882aaffe944abba399252e9399c73f170133a81d511572ca1e

Observation 10222b52-add6-45ad-86a0-96ca1d4c9328 · outbound

This paper cites Decoagent: Large language model empowered decentralized autonomous collaboration agents based on smart contracts,.

SoK: Security and Privacy of AI Agents for Blockchain Decoagent: Large language model empowered decentralized autonomous collaboration agents based on smart contracts,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:15:55.639127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:15:52.498664Z digest=sha256:2bb4bbe38835f97e91dc2e5c31f97d3586e541afd996864fb635a31f5883806e

Observation 81e57fac-cdb1-44cc-af7b-238ec66a372a · outbound

This paper cites Using llms to bridge the gap between consumers and blockchain on a agro-food traceability platform: an architectural proposal,.

SoK: Security and Privacy of AI Agents for Blockchain Using llms to bridge the gap between consumers and blockchain on a agro-food traceability platform: an architectural proposal,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:15:55.597435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:15:52.511999Z digest=sha256:17023a95e21df6457fb3e12d541b858a47b419fb1627dba30a3868682bd47553

Observation 40437f17-3fce-4163-b859-e0c7919d6956 · outbound

This paper cites LLM-Powered Multi-Agent System for Automated Crypto Portfolio Management.

SoK: Security and Privacy of AI Agents for Blockchain LLM-Powered Multi-Agent System for Automated Crypto Portfolio Management

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-15T16:15:52.517959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:15:52.517959Z digest=sha256:719371cea3df3308cbeb22a628e29a5fb10d9fd82f11c38c438bb758ea278d51

Observation 91c04cd0-87f8-43be-85a6-8ef9de32528d · outbound

This paper cites Llm based chatbot for farm-to-fork blockchain traceability platform,.

SoK: Security and Privacy of AI Agents for Blockchain Llm based chatbot for farm-to-fork blockchain traceability platform,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:15:55.557667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:15:52.526168Z digest=sha256:a51f53227121921b826993ac1d924457d10a80354276acf5dfe15dd36191ed26

Observation 9ae21371-47d8-4786-b42b-253b46b6e8e9 · outbound

This paper cites Blockchain Data Analysis in the Era of Large-Language Models.

SoK: Security and Privacy of AI Agents for Blockchain Blockchain Data Analysis in the Era of Large-Language Models

Reference 43

Resolution
verified exact
local_arxiv, observed 2026-08-15T16:15:53.583646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:15:52.535503Z digest=sha256:3be0deceb0696390ad0a155f9ab424c55a5adb80ef118a48b1b26e47ad150a79

Observation 77f8d94c-cd48-4c7b-86ea-485621a5cf8c · outbound

This paper cites AgentDAO: Synthesis of Proposal Transactions Via Abstract DAO Semantics.

SoK: Security and Privacy of AI Agents for Blockchain AgentDAO: Synthesis of Proposal Transactions Via Abstract DAO Semantics

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-15T16:15:52.543985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:15:52.543985Z digest=sha256:40a8db22cf89c64e5e0131e3015b8a37931becbab47b452bdf598ebd49c03398

Observation 49c0b15c-9d9c-4904-a2fd-3b093ad75862 · outbound

This paper cites A Reflective LLM-based Agent to Guide Zero-shot Cryptocurrency Trading.

SoK: Security and Privacy of AI Agents for Blockchain A Reflective LLM-based Agent to Guide Zero-shot Cryptocurrency Trading

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-15T16:15:52.552466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:15:52.552466Z digest=sha256:d6fd130801d519a97552d6aa2ee8e7d3fb59804696aee7820baa921d15372c20

Observation b4dd3b4f-fb05-4454-bea6-045b8d065cc9 · outbound

This paper cites Fetch.ai - Build. Discover. Transact. — fetch.ai,.

SoK: Security and Privacy of AI Agents for Blockchain Fetch.ai - Build. Discover. Transact. — fetch.ai,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:15:55.514593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:15:52.558867Z digest=sha256:bf6d5cebf646aed68e819d9bb27c0fe2d2296c5b850a2cc5f938b230ab2c31ee

Observation 0fa6ec52-1c12-4cc3-93c8-09e5fdf06796 · outbound

This paper cites Olas | Co-own AI — olas.network,.

SoK: Security and Privacy of AI Agents for Blockchain Olas | Co-own AI — olas.network,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:15:55.476971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:15:52.565576Z digest=sha256:7b2a6e44ba8d04343a27fc9b20276a12dea97a28908aa802646bd18322f50a14

Observation dc2be035-2e10-4eb8-9da4-c2a194ebc026 · outbound

This paper cites Error correction and adaptation in conversational ai: A review of techniques and applications in chatbots,.

SoK: Security and Privacy of AI Agents for Blockchain Error correction and adaptation in conversational ai: A review of techniques and applications in chatbots,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:15:55.442009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:15:52.576109Z digest=sha256:cdd1dcbe790b30d58acddb86dee3fa118d3bb2e3be21f8dca0e0a1ce055d5df5

Observation 3b12eea0-7b1b-4c8c-bf50-c57e654163cc · outbound

This paper cites AI agents are coming for DeFi — Wallets are the weakest link — cointelegraph.com,.

SoK: Security and Privacy of AI Agents for Blockchain AI agents are coming for DeFi — Wallets are the weakest link — cointelegraph.com,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:15:55.417457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:15:52.584452Z digest=sha256:5550610de1053e8df22e950eddc944dffbff0116adfdba1d2d3adf647334d6ae

Observation f80ed757-96c8-4b8b-ad72-1e2e73c209d2 · outbound

This paper cites Prompt Injection attack against LLM-integrated Applications.

SoK: Security and Privacy of AI Agents for Blockchain Prompt Injection attack against LLM-integrated Applications

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-15T16:15:52.595754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:15:52.595754Z digest=sha256:886ff9a1fdec08046a546e57986434f353d113e06370ee9fd18e004ada1e064f

Observation 3770cda2-268a-49b2-81f6-2de14956545f · outbound

This paper cites Not what you’ve signed up for: Compromising real-world llm- integrated applications with indirect prompt injection,.

SoK: Security and Privacy of AI Agents for Blockchain Not what you’ve signed up for: Compromising real-world llm- integrated applications with indirect prompt injection,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:15:55.382746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:15:52.607935Z digest=sha256:623c9e91ef65d3ca6e9f2967afefcfe80358b86f2956a36d875878e11bd3a568

Observation 65be5469-d29e-4922-991b-32591b11026c · outbound

This paper cites Real AI Agents with Fake Memories: Fatal Context Manipulation Attacks on Web3 Agents.

SoK: Security and Privacy of AI Agents for Blockchain Real AI Agents with Fake Memories: Fatal Context Manipulation Attacks on Web3 Agents

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-15T16:15:52.613994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:15:52.613994Z digest=sha256:83131ca590254546a8f3a692cf7a693a1364d7333208c8017b1fa26c730cb65b

Observation de29b200-5613-438e-ad09-7be60a2b642b · outbound

This paper cites Propile: Probing privacy leakage in large language models,.

SoK: Security and Privacy of AI Agents for Blockchain Propile: Probing privacy leakage in large language models,

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-15T16:15:52.623904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:15:52.623904Z digest=sha256:c6e4e57bc7263cc696c3a6ad9b6941de170c6ebead80f44fbb2326344fb322d5

Observation be027a69-3fb1-40a7-8df9-a1cd9fb46431 · outbound

This paper cites Agentdam: Privacy leakage evaluation for autonomous web agents,.

SoK: Security and Privacy of AI Agents for Blockchain Agentdam: Privacy leakage evaluation for autonomous web agents,

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-15T16:15:52.631752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:15:52.631752Z digest=sha256:e01089a4afe885dd2bcd3d59354fc418a406db19c73a02890f27a3f02a03727b

Observation 9d1a2d8c-01c4-474a-a359-40107f511724 · outbound

This paper cites Systemic failures and organizational risk man- agement in algorithmic trading: Normal accidents and high reliability in financial markets,.

SoK: Security and Privacy of AI Agents for Blockchain Systemic failures and organizational risk man- agement in algorithmic trading: Normal accidents and high reliability in financial markets,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:15:55.329162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:15:52.640110Z digest=sha256:0208f3e1d7a3eecdefcf1e613987abf07d1af118278d8d86efde5ab0034b87ba

Observation 9c936187-27e6-4807-8964-b86287d63873 · outbound

This paper cites Flash crashes in multi-agent systems using minority games and reinforcement learning to test ai safety,.

SoK: Security and Privacy of AI Agents for Blockchain Flash crashes in multi-agent systems using minority games and reinforcement learning to test ai safety,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:15:55.281088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:15:52.655896Z digest=sha256:2473c9bc7c92029798e82f7d0f5ed7ff319638c08e71d8423b382a521582f8e7

Observation 2abc9a4a-1448-49e6-945d-67d12ef3d35a · outbound

This paper cites iContractBot: A Chatbot for Smart Contracts’ Specification and Code Generation,.

SoK: Security and Privacy of AI Agents for Blockchain iContractBot: A Chatbot for Smart Contracts’ Specification and Code Generation,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:15:55.241206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:15:52.671314Z digest=sha256:378419bd53a0974bbb9d3ba28770ecffc53e70188c1fb41f341ac73a6bff56ab

Observation ca384a96-888b-46b4-8f3e-8629abc5c8ce · outbound

This paper cites Chat2Code: A Chatbot for Model Specification and Code Generation, The Case of Smart Contracts,.

SoK: Security and Privacy of AI Agents for Blockchain Chat2Code: A Chatbot for Model Specification and Code Generation, The Case of Smart Contracts,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:15:55.192901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:15:52.680028Z digest=sha256:fb8c189a9612bfa567ddd929a8cb729a9495c93badc16aae127f1653902bd6e0

Observation ed01c09a-6840-4000-95a3-5551bf859a2f · outbound

This paper cites Model-driven smart contract generation leveraging ChatGPT,.

SoK: Security and Privacy of AI Agents for Blockchain Model-driven smart contract generation leveraging ChatGPT,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:15:55.160027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:15:52.691108Z digest=sha256:ea315d2dda408f2d3d15f3ca44b319211de930cd861259485486b4a053303eec

Observation 179172ef-9b79-427d-998c-739c7b369c3b · outbound

This paper cites Demystifying exploitable bugs in smart contracts,.

SoK: Security and Privacy of AI Agents for Blockchain Demystifying exploitable bugs in smart contracts,

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:15:55.121301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:15:52.702207Z digest=sha256:0d92ddbf5bff8e446f59bb33562d8fb0fd489b32a707fcfc40d48f44e8d3b8ad

Observation 407fed9b-e453-4c54-b629-dcf909318a87 · outbound

This paper cites FELLMVP: An Ensemble LLM Framework for Classifying Smart Contract Vul- nerabilities,.

SoK: Security and Privacy of AI Agents for Blockchain FELLMVP: An Ensemble LLM Framework for Classifying Smart Contract Vul- nerabilities,

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:15:55.091124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:15:52.709847Z digest=sha256:854d192eb8159f2fb592b92c0b8678dc2aac55a3c30db5a799d169dfcb37d457

Observation f24e0acd-707f-4f77-aa04-5e16b240e553 · outbound

This paper cites Rethinking smart contract fuzzing: Fuzzing with invocation ordering and important branch revisiting,.

SoK: Security and Privacy of AI Agents for Blockchain Rethinking smart contract fuzzing: Fuzzing with invocation ordering and important branch revisiting,

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-15T16:15:52.720944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:15:52.720944Z digest=sha256:813ef795f8888889325356156b7a9c114ef426d2aeb09f0b3e59647eda6f0fc3

Observation 0c9d4928-06c1-4444-bf30-fa6c9f07d92f · outbound

This paper cites Unearthing Gas-Wasting Code Smells in Smart Contracts With Large Language Models,.

SoK: Security and Privacy of AI Agents for Blockchain Unearthing Gas-Wasting Code Smells in Smart Contracts With Large Language Models,

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:15:55.029066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:15:52.735323Z digest=sha256:bf73c161e9569f719f23f14b4a66a5783831b0f724716e8ba8c9bcd3f667ec3e

Observation ccc99e66-0d7a-49c3-bf38-d895696899d9 · outbound

This paper cites Ethereum (ETH) Blockchain Explorer — etherscan.io,.

SoK: Security and Privacy of AI Agents for Blockchain Ethereum (ETH) Blockchain Explorer — etherscan.io,

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:15:54.995313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:15:52.750546Z digest=sha256:f4d28dca6593978c879708d16ead6f4d6ae50947ac18e166845c6a49d08c6264

Observation 086b98dc-5eee-4e38-a8d5-78676571e7c6 · outbound

This paper cites Guiding LLM-based Smart Contract Generation with Finite State Machine.

SoK: Security and Privacy of AI Agents for Blockchain Guiding LLM-based Smart Contract Generation with Finite State Machine

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-15T16:15:52.758551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:15:52.758551Z digest=sha256:a96bba7029e17649be47e062889d3492b1358e720319a171ebbc60cdcff7d948

Observation 13a46720-0e7d-46ff-8a74-0a196cbf4e9a · outbound

This paper cites GitHub - crytic/not-so-smart-contracts: Examples of Solidity security issues — github.com,.

SoK: Security and Privacy of AI Agents for Blockchain GitHub - crytic/not-so-smart-contracts: Examples of Solidity security issues — github.com,

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:15:54.964735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:15:52.765391Z digest=sha256:a4b61085770e6581dcdaa433a4c15e2808dea1affee7076295e7176c1b40655c

Observation ae0cae9f-b628-44ae-a457-1ca77e53b8e3 · outbound

This paper cites SCALM: Detecting Bad Practices in Smart Contracts Through LLMs,.

SoK: Security and Privacy of AI Agents for Blockchain SCALM: Detecting Bad Practices in Smart Contracts Through LLMs,

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-15T16:15:52.783928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:15:52.783928Z digest=sha256:7304830081313dd7a693adfd6550e2316f0e0acbf2abe095a265e206db91b03e

Observation a65e5c73-8c23-49c9-aea4-58eacb995f40 · outbound

This paper cites Dappscan: building large-scale datasets for smart contract weaknesses in dapp projects,.

SoK: Security and Privacy of AI Agents for Blockchain Dappscan: building large-scale datasets for smart contract weaknesses in dapp projects,

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:15:54.937360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:15:52.799205Z digest=sha256:290142b500dcce9050db4579c5b52ca4290d7e28e43f267fc29c5e219dd14490

Observation 46b5e629-3d45-424f-9b40-904eab2cbe6b · outbound

This paper cites Empirical review of automated analysis tools on 47,587 ethereum smart contracts,.

SoK: Security and Privacy of AI Agents for Blockchain Empirical review of automated analysis tools on 47,587 ethereum smart contracts,

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-15T16:15:52.810313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:15:52.810313Z digest=sha256:50c66827fb506c8d01c32b714cb1a4b0356d1520a71e037a1a93933c539ca04b

Observation 962dfde9-9fd7-4224-abcb-f2298a2bc4bf · outbound

This paper cites Smart contracts: building blocks for digital markets,.

SoK: Security and Privacy of AI Agents for Blockchain Smart contracts: building blocks for digital markets,

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:15:54.886274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:15:52.818339Z digest=sha256:284af8d2c7c3de4cb387d69042e3f3df057f9c29054317ff67cd2e7744fc53a6

Observation f18cf82f-4775-48e3-aa0b-0c2e8528946c · outbound

This paper cites Evil Under the Sun: Understanding and Discovering Attacks on Ethereum Decentralized Applications,.

SoK: Security and Privacy of AI Agents for Blockchain Evil Under the Sun: Understanding and Discovering Attacks on Ethereum Decentralized Applications,

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:15:54.842683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:15:52.824939Z digest=sha256:7e5bac0d5bec2164d1d4267711c6d1071ffe94f92637afc42435171af853d85a

Observation f97da394-7d27-4658-ba30-9059e667c3e5 · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

SoK: Security and Privacy of AI Agents for Blockchain AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-15T16:15:52.830486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:15:52.830486Z digest=sha256:da79878158d1910f6123af8c4a4ee93c9ca702d2ee6ea4e65fdbd81844ddd76d

Observation e4d9bdcb-71a7-4556-98a9-123b44dfbc73 · outbound

This paper cites Smart Contract Development: Challenges and Opportunities,.

SoK: Security and Privacy of AI Agents for Blockchain Smart Contract Development: Challenges and Opportunities,

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:15:54.810801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:15:52.836710Z digest=sha256:82941ca7ddaee210d9ea3a494df58f2c89c9fa2499bbe025353b9605255714ba

Observation b2c265c3-308e-452f-be10-48790c817f6f · outbound

This paper cites Quantifying multilingual performance of large language models across languages,.

SoK: Security and Privacy of AI Agents for Blockchain Quantifying multilingual performance of large language models across languages,

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:15:54.775118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:15:52.849690Z digest=sha256:13b847e39aef8236313dc8c2ca7b978fde7d1ed8024280233d36add62083868f

Observation d4265560-dd22-4b16-bac9-3a246e4b1567 · outbound

This paper cites The dataset was created to evaluate the accuracy of automated analysis tools.

SoK: Security and Privacy of AI Agents for Blockchain The dataset was created to evaluate the accuracy of automated analysis tools

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:15:54.743790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:15:52.861663Z digest=sha256:afc8cd8946f588f8f08d4868ad2436e5e011d837dc00185b206f472b4a54be67

Observation 238b3455-2e82-4c90-83c4-4f4e596f0cce · outbound

This paper cites GitHub - smartbugs/smartbugs-wild: This repository contains 47,398 smart contracts extracted from the Ethereum network. — github.com,.

SoK: Security and Privacy of AI Agents for Blockchain GitHub - smartbugs/smartbugs-wild: This repository contains 47,398 smart contracts extracted from the Ethereum network. — github.com,

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:15:54.712964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:15:52.868214Z digest=sha256:7a04f5ddb0e69372b099b2ef66b2fb5774fa549a6a61433e3ca5074d06ec176d

Observation 68b31455-a384-401a-8127-8935bbe8a419 · outbound

This paper cites Benchmarking Large Language Models for Ethereum Smart Contract Development,.

SoK: Security and Privacy of AI Agents for Blockchain Benchmarking Large Language Models for Ethereum Smart Contract Development,

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:15:54.664679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:15:52.875588Z digest=sha256:91c9d4848dbdd901cc04b50fe28e1a492e6faebc6dc67902e57fa46f2256a64f

Observation 78d4ed59-0a1f-4c0b-b00b-009a4ae6a53c · outbound

This paper cites Authenticated Delegation and Authorized AI Agents.

SoK: Security and Privacy of AI Agents for Blockchain Authenticated Delegation and Authorized AI Agents

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-15T16:15:52.903074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:15:52.903074Z digest=sha256:3b0fa839cae62e1fcee1d038ed7c438c245762f5a86ce4bd057eaf5168512c54

Observation 6016c535-f827-4569-82b1-74a2c9a65359 · outbound

This paper cites Unlocking the Potential of Interconnected Blockchains: A Comprehensive Study of Cosmos Blockchain Interoperability,.

SoK: Security and Privacy of AI Agents for Blockchain Unlocking the Potential of Interconnected Blockchains: A Comprehensive Study of Cosmos Blockchain Interoperability,

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:15:54.630104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:15:52.910217Z digest=sha256:840d0f6581ded57f7bdff24982461cf5a03c623f90d1ccfd1dc4515a1cdb8a79

Observation 556eb73a-7f95-4cf3-96bb-b97bf576da6e · outbound

This paper cites Analyzing the Perfor- mance of the Inter-Blockchain Communication Protocol,.

SoK: Security and Privacy of AI Agents for Blockchain Analyzing the Perfor- mance of the Inter-Blockchain Communication Protocol,

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:15:54.589873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:15:52.917467Z digest=sha256:6cdd6c7d20247fe6d5a2ce10e1fc473123f5b3b9c9ad8a7414182b19191a6148

Pith citing papers

No inbound Pith citation observations are available.