Paper Citation Record · LEDGER

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment

As of 12 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 1 inbound Pith citation observation for arXiv:2502.18468.

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

pith.paper-citation-record.v1
2502.18468 v1

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T22:01:05.895436Z

measured 57 of 57 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:45:57.840171Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T17:46:01.572936Z

Reference resolution

56 of 56 outbound references displayed

verified exact0
verified fuzzy44
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f3ab14d2-0857-4a22-a6c6-8c77e29908c8 · outbound

This paper cites Hidden dangers of using cursor ai for code generation: What every developer should know, 2024.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Hidden dangers of using cursor ai for code generation: What every developer should know, 2024

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.446794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a9520465-5aab-460b-a14c-e358d7f1fbc4 · outbound

This paper cites Securing Large Language Models: Threats, Vulnerabilities and Responsible Practices.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Securing Large Language Models: Threats, Vulnerabilities and Responsible Practices

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-09T22:01:05.751152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 177860f0-4c06-4d94-9baf-8fd2d41e701b · outbound

This paper cites CodeMirage: Hallucinations in Code Generated by Large Language Models.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment CodeMirage: Hallucinations in Code Generated by Large Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-09T22:01:05.754585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 728381bb-a6cc-4f2c-8f73-43bf0d7e96b2 · outbound

This paper cites Cursor ai privacy policy, 2024.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Cursor ai privacy policy, 2024

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.439580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation be92dcbd-7d3f-43ce-a31f-9d5caa145764 · outbound

This paper cites Cursor ai security and vulnerability disclosures, 2024.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Cursor ai security and vulnerability disclosures, 2024

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.432751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a5bbfe31-0a8c-45e3-aa32-dbf18838d90e · outbound

This paper cites Unveiling the dark side of chatgpt: Exploring cyberattacks and enhancing user awareness.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Unveiling the dark side of chatgpt: Exploring cyberattacks and enhancing user awareness

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.425230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a528a29f-b966-42c1-b379-6de688ff4122 · outbound

This paper cites Owasp lists 10 most critical large language model vulnerabilities.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Owasp lists 10 most critical large language model vulnerabilities

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.417112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9e434fe8-d4e0-40d4-bfb0-76ad9018db25 · outbound

This paper cites Emerging cybersecurity and privacy threats of chatgpt, gemini, and copilot: Current trends, challenges, and future directions.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Emerging cybersecurity and privacy threats of chatgpt, gemini, and copilot: Current trends, challenges, and future directions

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.409830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 871eb391-5ae0-43e2-9e2b-d94521cae233 · outbound

This paper cites Evaluating password strength based on information spread on social networks: A combined approach relying on data reconstruction and generative models.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Evaluating password strength based on information spread on social networks: A combined approach relying on data reconstruction and generative models

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.402764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f1138dd0-5bf8-46b2-b783-76bd0dd7f746 · outbound

This paper cites Large Language Models as Tool Makers.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Large Language Models as Tool Makers

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-09T22:01:05.774435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 110eba36-a36d-43b0-824c-55c51388a5a5 · outbound

This paper cites Chatgpt: The curious case of attack vectors’ supply chain management improvement.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Chatgpt: The curious case of attack vectors’ supply chain management improvement

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.395555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 155b365a-6b13-4ce1-95e7-b3c0b49af5a9 · outbound

This paper cites Hallucinations in llms: What you need to know before integration, 2023.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Hallucinations in llms: What you need to know before integration, 2023

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.388572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6b6ef114-6841-4cd3-a6f0-19323683dd9d · outbound

This paper cites Detecting hallucinations in generative ai, 2024.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Detecting hallucinations in generative ai, 2024

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.380213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d01a31ba-11e1-4d19-b0b0-18a13bd89e41 · outbound

This paper cites Codeium security and privacy policy, 2024.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Codeium security and privacy policy, 2024

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.373224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation acbf81b8-7a0f-40b8-a022-49498d9a0f10 · outbound

This paper cites Github copilot - confusion around free access, 2023.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Github copilot - confusion around free access, 2023

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.366000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a368cda2-c2f7-4629-a861-3f8b2b44228c · outbound

This paper cites The comprehensive guide to llm security, 2024.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment The comprehensive guide to llm security, 2024

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.358610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 13df77e4-b40a-4771-8543-47936d861631 · outbound

This paper cites Black hat: Microsoft copilot data leak raises security concerns, 2024.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Black hat: Microsoft copilot data leak raises security concerns, 2024

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.351192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0b904dfe-d418-4217-846f-184b3ab71531 · outbound

This paper cites Beyond the Safeguards: Exploring the Security Risks of ChatGPT.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Beyond the Safeguards: Exploring the Security Risks of ChatGPT

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-09T22:01:05.795445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e13039c9-6c04-4171-bda4-82324920a2ab · outbound

This paper cites Large language models of code fail at completing code with potential bugs.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Large language models of code fail at completing code with potential bugs

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.343744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9dcf8180-7a5e-4547-804d-89a1cda772b4 · outbound

This paper cites Stop using cursor ai for code: The hidden dangers no one is talking about.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Stop using cursor ai for code: The hidden dangers no one is talking about

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.336398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c955c301-b624-46df-bb47-301e60e43e3f · outbound

This paper cites Chatgpt data breach: What happened and how to protect yourself, 2024.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Chatgpt data breach: What happened and how to protect yourself, 2024

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.329151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9d266f3b-59d6-4c1b-af14-2c5a74da33e4 · outbound

This paper cites Yes, github copilot can leak secrets, 2024.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Yes, github copilot can leak secrets, 2024

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.321661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3b42ed7c-18ee-423b-9169-be936d2a4d0c · outbound

This paper cites MaPPing Your Model: Assessing the Impact of Adversarial Attacks on LLM-based Programming Assistants.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment MaPPing Your Model: Assessing the Impact of Adversarial Attacks on LLM-based Programming Assistants

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-09T22:01:05.809146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4460790-29fa-4f55-8ee3-0a5205a2de75 · outbound

This paper cites We are the ai problem.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment We are the ai problem

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.314412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6ff3f5fc-8e86-4bbe-bff7-2c7bb7a145af · outbound

This paper cites Using chatgpt and other large language model (llm) applications for academic paper assignments, 2023.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Using chatgpt and other large language model (llm) applications for academic paper assignments, 2023

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.306589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e25ab0c5-213a-4a29-9784-32301e7dbd2b · outbound

This paper cites Llm security guard for code.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Llm security guard for code

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.299111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 73cab6d1-08f2-4852-a203-e5588b92ec35 · outbound

This paper cites Concerns about privacy mode and data storage.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Concerns about privacy mode and data storage

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.292124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 65b06a6c-9079-4c8e-b956-a33381f310ee · outbound

This paper cites Exploring and evaluating hallucinations in llm-powered code generation.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Exploring and evaluating hallucinations in llm-powered code generation

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-09T22:01:05.822036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6ca5b15-c6b2-4106-874d-abf6bd029df0 · outbound

This paper cites Llm security, 2024.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Llm security, 2024

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.285077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ec1007d8-c5df-430b-b310-fe0426ac50e4 · outbound

This paper cites Privacy statement, 2024.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Privacy statement, 2024

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.278241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7b8b0082-5d8e-4b28-9950-25deea1eb562 · outbound

This paper cites Fine-grained Hallucination Detection and Editing for Language Models.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Fine-grained Hallucination Detection and Editing for Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-09T22:01:05.829760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0798830c-7e65-41b3-9ecb-5098966531e3 · outbound

This paper cites Can We Trust Large Language Models Generated Code? A Framework for In-Context Learning, Security Patterns, and Code Evaluations Across Diverse LLMs.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Can We Trust Large Language Models Generated Code? A Framework for In-Context Learning, Security Patterns, and Code Evaluations Across Diverse LLMs

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-09T22:01:05.832706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8be8c996-873c-4420-93f2-d3128aab46ae · outbound

This paper cites An investigation into misuse of java security apis by large language models.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment An investigation into misuse of java security apis by large language models

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.271226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d4471100-096d-4770-86dc-61d4b98592e2 · outbound

This paper cites Ai infrastructure: Addressing large language model hallucinations.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Ai infrastructure: Addressing large language model hallucinations

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.263277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d1d7a2db-a04a-422b-ace8-f4ea7a923ac0 · outbound

This paper cites Chat gpt: What is it?, 2024.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Chat gpt: What is it?, 2024

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.256067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 39156a28-3715-4981-809c-237548f093e8 · outbound

This paper cites Poisoned chatgpt finds work for idle hands: Exploring developers’ coding practices with insecure suggestions from poisoned ai models.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Poisoned chatgpt finds work for idle hands: Exploring developers’ coding practices with insecure suggestions from poisoned ai models

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.248913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d668c6ba-48d1-41fb-aeab-796db2cdee26 · outbound

This paper cites Ai hallucinations and code apply issues, 2024.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Ai hallucinations and code apply issues, 2024

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.240843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation aa2bfab5-92ab-424d-b220-1b925bc709e0 · outbound

This paper cites Chatgpt capabilities overview, 2024.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Chatgpt capabilities overview, 2024

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.233107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation baea8871-6f12-4442-b698-1a65fd84b048 · outbound

This paper cites The risks of using chatgpt to obtain common safety-related information and advice.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment The risks of using chatgpt to obtain common safety-related information and advice

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.225869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5f70764d-4bd5-4aca-8f32-a0f9a79deee2 · outbound

This paper cites Gdpr and ai risks for codeium.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Gdpr and ai risks for codeium

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.218549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 61317405-42aa-4fdd-b399-83f15e891c5b · outbound

This paper cites Analysis of ChatGPT on Source Code.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Analysis of ChatGPT on Source Code

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-09T22:01:05.855704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fac7e59-1dc6-4311-9692-62ba76d0e6dc · outbound

This paper cites Chatgpt via surf, 2024.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Chatgpt via surf, 2024

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.211647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 78b42e6a-eaa7-4b64-bd42-d400b5997178 · outbound

This paper cites Chatgpt security risks: Threats and challenges of ai.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Chatgpt security risks: Threats and challenges of ai

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.204433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 16b2817e-d9cb-4df6-996f-c20f765708ca · outbound

This paper cites Llms for code: The potential, prospects, and problems.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Llms for code: The potential, prospects, and problems

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.196954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9ce95123-a673-4219-a8dd-667dd2d812c4 · outbound

This paper cites SALLM: Security Assessment of Generated Code.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment SALLM: Security Assessment of Generated Code

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-09T22:01:05.866824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49ed0a60-f170-4eec-b822-b41bc81b8b61 · outbound

This paper cites Chatgpt leaks sensitive user data, openai suspects hack.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Chatgpt leaks sensitive user data, openai suspects hack

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.189596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 69d5f597-b60f-40e4-b346-af8575e75ec5 · outbound

This paper cites Llm security.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Llm security

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.182011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b328078c-2d19-4654-be94-9802894bb811 · outbound

This paper cites Openai data breach and hidden risks for ai companies, 2023.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Openai data breach and hidden risks for ai companies, 2023

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.174661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5375d578-5889-45e2-866b-557ae6089aca · outbound

This paper cites Conversations with ai: 7 features of chatgpt, 2023.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Conversations with ai: 7 features of chatgpt, 2023

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.166745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3447dbd6-3bec-4a7a-b0e9-4522fa13b278 · outbound

This paper cites Microsoft patches critical security bug in copilot studio that could have leaked private data, 2024.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Microsoft patches critical security bug in copilot studio that could have leaked private data, 2024

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.158305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 61671fad-97b0-4af2-b335-eb58ae3f28f1 · outbound

This paper cites Leveraging chatgpt-like large language models for alzheimer’s disease: Enhancing care, advancing research, and overcoming challenges.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Leveraging chatgpt-like large language models for alzheimer’s disease: Enhancing care, advancing research, and overcoming challenges

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.150283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8bff1f95-2f89-43c8-b814-55e5f064e48a · outbound

This paper cites Is Your AI-Generated Code Really Safe? Evaluating Large Language Models on Secure Code Generation with CodeSecEval.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Is Your AI-Generated Code Really Safe? Evaluating Large Language Models on Secure Code Generation with CodeSecEval

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-09T22:01:05.884429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53eac727-17f8-451c-bc45-c9d4f30e7b4e · outbound

This paper cites Unveiling security, privacy, and ethical concerns of chatgpt.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Unveiling security, privacy, and ethical concerns of chatgpt

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.141776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 161d6b1a-4c69-4e5c-b266-24589bb402ea · outbound

This paper cites What are weak links in the npm supply chain? In Proceedings of the 44th International Conference on Software Engineering: Software Engineering in Practice , pages 331–340, 2022.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment What are weak links in the npm supply chain? In Proceedings of the 44th International Conference on Software Engineering: Software Engineering in Practice , pages 331–340, 2022

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.133809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 18a5db85-fb06-4518-8680-6ea48c6fbe9c · outbound

This paper cites Clinical application of large language models: Does chatgpt replace medical report formulation? an experience report.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Clinical application of large language models: Does chatgpt replace medical report formulation? an experience report

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:06.125386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d145f552-4d98-417b-900d-89d4d719b502 · outbound

This paper cites LLM Hallucinations in Practical Code Generation: Phenomena, Mechanism, and Mitigation.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment LLM Hallucinations in Practical Code Generation: Phenomena, Mechanism, and Mitigation

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-09T22:01:05.895436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation bcbe25da-159a-4f35-9866-bcf18d777c55 · inbound

Explicit Vulnerability Generation with LLMs: An Investigation Beyond Adversarial Attacks cites this paper.

Explicit Vulnerability Generation with LLMs: An Investigation Beyond Adversarial Attacks SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-06T17:46:01.631348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.