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Paper Citation Record · LEDGER

SoK: Security and Privacy of AI Agents for Blockchain

As of 19 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 2026-08-19T06:32:44.657259+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

  • verified exact1
  • verified fuzzy45
  • unresolved34
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

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:ba163efd7095bd0406ff06b93f8fc9f460e2a3cb1b89beef875d3e8c74e6ea85

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:dbbc5304ec3617ff547186c6e90e45894562051a8a3257d74c79c62409efb10e

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=sha256:58dcc2278f626a231a1290b10001b6fad0a2bca91cc2714f9d382b9e74105062

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=sha256:1421063e4c324b13992f531d79228be546638593cb0cc354338e7e3e011c3e6c

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:f35c0f1400f3c4e6304502293832a0fbd4adabf498200cc21e140e612e2a38de

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:bcc36e44dfc4f7d02dc64ffa8dffd16ebcd6ebd0a4a0565333f5c43c9668ceec

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:e3c2173069bcc55b7cb40604e03e538439e97f63b61b8c1ac2c18949b4c540bf

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=sha256:1a3419e9535c81ac2c0c81834872c62ec333969278de7b57053fe66bb64fc8bd

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=sha256:863ef52bcea6db5b56e29ea55afe59796652570bf198ba9b41397e3ade893be6

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=sha256:3ea386ae86e01a422c5fc3649caa8b7c69f45ca86e1f6c357d2c35a50153347f

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=sha256:55978d250b6d50701d6db94388f97c67ab92d83fe95e627c2ee552974c72728c

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=sha256:5986d503bd79607008aba57e064673ba42e541e3633462acdde7cee25b590826

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=sha256:59b5f634f9e0c14979ba02ee9ed3581b85b591c6834330e55f905d04720a89e0

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=sha256:8860f0162ccec3bff9e2c1fcf1445281d5cfe5829b110cdec9afe974964e5be0

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=sha256:79c570cde74a3753ca1651d7436e87e0c6dca92ab9a9ec44b46bfb9627959786

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=sha256:50c93aee7e2918ce4431b31c470572603036c09d3ef37824cfb9e5379cabf6ed

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:e813ef9a060d39287afead53b8173ef753ce2c6c3ded42a3e996b33da3419c4d

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=sha256:9137cb2854f2f368d28c23cad422fa704863151aaf6737d91fea2ef85285f7c0

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:ee0791d1fb1db4546e695d26b2d4731db08bf1017923dc073b231a41eb9e3c8f

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:a4405492cd1638e44ed246be1b4fa64d426e95dd1206070e0f68cd17acd15a0e

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:bd639d16b66d2490560c804d014f584b2e09c3b2b1360e184d1997178f828174

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=sha256:15b81858101576d802aeab6212a570eabf66ee4143abe8072859211ff646ffa8

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:a4ca61c8194f37c1b7457923ae00927c914343d3cb9f76ad6240329f896e4df3

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=sha256:7c8a2f538c73d504f51003520cf056087dfd58021c70499166037d0430b854a0

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:d52d24495ff7f2ce0ffa740410b5425415008b41db0bacef431210e2105a477f

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=sha256:912a1cdc80060ff5b0b53e43265d25e0419585a6b2f66866d333f970aaf7df9d

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:dfc21f90c6ded3b76b92e45af981da5671f0747f0277073db3d90c0e383952e0

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=sha256:1f19c8e4dccc5dc780cd728f582885dc1a46238104f24b74dde6cc408b15c036

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=sha256:7822a365307af88dab6390ef30ad271ebb5a614c0e6409fac806f0361b1c533c

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=sha256:768f24ec3dc0ee26a413d73b8c0d443002649b56517183bd32232f35e558ecb2

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=sha256:3a3308ab2cde268839487a39c04e9688e87d6070ba42402935c076bf10f5635a

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:a990effa975f5dc3a0a7fe632d4e9d4f45ca6b65cb144d80d082d0adee24adfd

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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source=pdf_text observed=2026-08-15T16:15:52.480611Z digest=sha256:7470a54576ac4cadd40f3aab0cfb72be81509b1e6608367735258a7ff2f1dc71

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T16:15:52.487793Z digest=sha256:a7ff201230681eda0b9305cee90677a05bedad0045f7fabead4637d650974cd4

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T16:15:52.498664Z digest=sha256:cc254079d4f7eab3c100a8ce2fc658aeaa7a8bdc5225b1fab54ac3b10ff62633

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T16:15:52.511999Z digest=sha256:3c510a871584f156674147b12a11ae983aaf5e97f5cdfc1b1137a8257edd63c4

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:d6e718872dcab48d38b8f2eb1812e8ff8cb343888e2fb26d66b131b9a436e1c0

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T16:15:52.526168Z digest=sha256:7f0dd3a4ba45db5d67c84a46f5d1061e80c85af62aa1d6abbc8023d5bca7d641

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T16:15:52.535503Z digest=sha256:d882c0dcf4dfa4408366f4559910755b1bc9a10533e8283dbe31bb4af0ac0053

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=sha256:6e37159a2b06174c9d763b0e66367eae832bc310276ed387e29dd666e0be1d9e

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=sha256:4c882632f45658f10b0b4fc583987893c166ab3c03cb304e01d8d3904decf274

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T16:15:52.558867Z digest=sha256:7c6d6d2e1a8619a99b12c1c2b35c5af4076eaa74f637bc823d7555647e71c834

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T16:15:52.565576Z digest=sha256:64d37753d88d251c45ca999a1ae37cb1b0b4670e040d6927d9db78498b4c0148

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T16:15:52.576109Z digest=sha256:3f4b2aedba12ecaa87ec44e8c2079240839e02a766a8df0d410e2c3e24f11099

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T16:15:52.584452Z digest=sha256:aca7daba300900b32b0b753e06ff72747e0017d8296e256512e80c6fac3f15ff

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=sha256:6bdf7b8b649c5c787d29d46d0513f5467a1076acfdfc12bf9556b571c455384d

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T16:15:52.607935Z digest=sha256:70c93270ceb596a8a85d027c53c9ef703d0720eda1423204ec67600f4a6844b7

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=sha256:98ed2dc4e635c0dc7838ebece2037473bd0c2d2f703fa1b5cbdca17ba8fd044d

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=sha256:8e4ea1022f98a46b0b530afad9a99f729fdbd1ce6ed399541e0a339a0117d662

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:d2263f991235c25952764551af0f1345a88b212211e2e2024f1c026dec0133a6

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T16:15:52.640110Z digest=sha256:3c88c2fa9a19d87f87517786ece2122bfcfba1521cebce8874b4370eca1e1cf3

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T16:15:52.655896Z digest=sha256:aaa75bc7fb6d5a596ea5005476cb72fb7244b29962132b6d1698c2169da4de74

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T16:15:52.671314Z digest=sha256:35a58a222e22beed0052445b78f63656aec89c696080c3bbc04e30cd0c0806dc

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T16:15:52.680028Z digest=sha256:ab1f603ab619c14042c4af8087b8eea9a6cb6c662a8f9ab9beb850e4afff6ff6

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T16:15:52.691108Z digest=sha256:71a5b5daf7f726758799587b1b1e2028066767655fa9dcb355a416d35bc49f3c

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T16:15:52.702207Z digest=sha256:8079c596257efea8a6361d7e1b08eacff7776740dd0953dd71bdd1d53d5a8e32

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T16:15:52.709847Z digest=sha256:09d94745cfeb1ccae03e6e3eb0c770c0fd33fb55b8970d368c8799ba35995141

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=sha256:70b61fd39bcaad31cbe7a57761646e90c9b4f450699df24afae729ea7e3897b8

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T16:15:52.735323Z digest=sha256:5439bc8737533b4a614d94263b1c26b87f428c1e04bcb2ddb202f342325279c9

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T16:15:52.750546Z digest=sha256:b19cd459225a29a91013fd3d0bb0a4f3d3b368149b151549a6053906d5b28c78

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=sha256:9d52aef9413900fa3acebd1689e02812b832824741273a7b29bf3a17dbe74eeb

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T16:15:52.765391Z digest=sha256:0b29520d212f70401b987d7601fee747568f603ca608346bb9ed763c346d42f5

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:e1bc67bddaa012531ef63e8f84f323d2572ae120c2f7a600b0afda9c91b21d08

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T16:15:52.799205Z digest=sha256:52e008718a1073586e9c7da350fd2e551b2d265a3c42bfa67968992831f9cd59

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=sha256:2788a4ee94aac57d0880e0c2215da3178c6b9859adc638924f98223d43156110

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T16:15:52.818339Z digest=sha256:cd5dcbf3d8e02a0f1986f1a3dbfd72918cb1968d934423deba1cab1e572db7d8

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T16:15:52.824939Z digest=sha256:5d7018d5714588c19b8199f252689b8c7b3044c09b513365a60e3d27bca18a69

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:d29193836e1f7505d0f5b647fe4f2bec58bcf3aa8e6e8beb78f8488f0fa451bb

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T16:15:52.836710Z digest=sha256:6464410144585ef0a8104dc9d5f33dfacfdc2bc7fd9c335da0d0d32570133f3f

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T16:15:52.849690Z digest=sha256:c4d3f82b52c4cd1ce4419909389a7bd20f8878ecda6ada8126c36a99cd139ff6

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T16:15:52.861663Z digest=sha256:9e7eea2232567f456aac3c3f1ee85ec1868631bcc21a3087eaf22aa0bdfc4387

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T16:15:52.868214Z digest=sha256:cec22ed0dab91b295c19a382f338d5f3f067d429128f1c0e71a9eb35d2433747

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T16:15:52.875588Z digest=sha256:7bbd52dc02c062ad0b1164c4fb6d7841572fea4bf75f53883ba21d855d1cfd43

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=sha256:5b18fe0e5640a4140fbc8d596c523c136b05e22498f4b2c6cd187e7ffc0e8c5d

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T16:15:52.910217Z digest=sha256:72bdc710633202c81319a87ee65e9fc655c83b8bd5e8fab003f872113977d24b

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T16:15:52.917467Z digest=sha256:6d8c76d4a9660292183b06e2e3b41ab4301a87b1d150b9bd1aeb80585b1a23cb

Pith citing papers

No inbound Pith citation observations are available.