Paper Citation Record · LEDGER

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation

As of 9 August 2026, this Paper Citation Record lists 93 of 93 outbound references and 3 inbound Pith citation observations for arXiv:2502.03233.

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

pith.paper-citation-record.v1
2502.03233 v1

Coverage vector

measured 93 of 93 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T05:31:14.492097Z

measured 96 of 96 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T21:33:58.248696Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T21:48:59.052188Z

Reference resolution

93 of 93 outbound references displayed

verified exact0
verified fuzzy45
unresolved47
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8a5c8931-3a7a-4c39-80c3-afbf63d70435 · outbound

This paper cites Cve- fixes: automated collection of vulnerabilities and their fixes from open-source software.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Cve- fixes: automated collection of vulnerabilities and their fixes from open-source software

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.076817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f56c5f76-dea9-4b12-92b6-05cc1cfd4078 · outbound

This paper cites Ebk-means: A clustering technique based on elbow method and k- means in wsn.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Ebk-means: A clustering technique based on elbow method and k- means in wsn

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.080869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 572e6709-8a9e-4d4e-8e31-bc605dfea3e9 · outbound

This paper cites Poisoning Attacks against Support Vector Machines.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Poisoning Attacks against Support Vector Machines

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.084268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f86b81ed-d033-4eda-a675-0c8127ce9448 · outbound

This paper cites Wild patterns: Ten years after the rise of adversarial machine learning.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Wild patterns: Ten years after the rise of adversarial machine learning

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.087726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46a7b8ac-e35a-404b-8028-fec313d6ac46 · outbound

This paper cites A software assurance reference dataset: Thousands of programs with known bugs.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation A software assurance reference dataset: Thousands of programs with known bugs

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.090826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9193d4f2-003a-4d6c-a141-f9c9e8ea70f9 · outbound

This paper cites Juliet 1.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Juliet 1

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.093934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa790850-1fba-4b0e-adbe-0d7f3922c588 · outbound

This paper cites Language models are few-shot learn- ers.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Language models are few-shot learn- ers

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.097395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bd2a6d3-6a0a-4b17-b77d-75e834139bf6 · outbound

This paper cites Poisoning web-scale training datasets is practi- cal.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Poisoning web-scale training datasets is practi- cal

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.100289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5a67af0-fdf5-48e1-88f4-2fe06020c349 · outbound

This paper cites Deep learning based vulnerability detection: Are we there yet? IEEE Transactions on Software Engineering, 48(9):3280–3296, 2021.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Deep learning based vulnerability detection: Are we there yet? IEEE Transactions on Software Engineering, 48(9):3280–3296, 2021

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.103130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3637ba0-5cc8-4108-85f5-95ad22e5aaa3 · outbound

This paper cites A survey on evaluation of large language models.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation A survey on evaluation of large language models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.106065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d76f0534-80c1-4142-bedf-6363d55363ba · outbound

This paper cites Rmcbench: Benchmarking large lan- guage models’ resistance to malicious code.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Rmcbench: Benchmarking large lan- guage models’ resistance to malicious code

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.109192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9635075b-501a-4d85-8797-6d9d34b4a86a · outbound

This paper cites Diversevul: A new vulnerable source code dataset for deep learning based vulnerability detection.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Diversevul: A new vulnerable source code dataset for deep learning based vulnerability detection

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.112481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d052c1d-7abb-4e0b-b111-85b1116e8149 · outbound

This paper cites Lift yourself up: Retrieval- augmented text generation with self-memory.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Lift yourself up: Retrieval- augmented text generation with self-memory

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.143703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e3523a3-525b-41dc-9c53-26bd22af5511 · outbound

This paper cites Introduction to the k-means cluster- ing algorithm based on the elbow method.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Introduction to the k-means cluster- ing algorithm based on the elbow method

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.174338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 318f9327-61b0-4de9-9b84-800823b4be22 · outbound

This paper cites Deepseek v2.5, 2024.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Deepseek v2.5, 2024

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.614912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5818ba7b-47f8-4c00-a23f-18afa4e241cc · outbound

This paper cites Masterkey: Automated jailbreaking of large language model chatbots.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Masterkey: Automated jailbreaking of large language model chatbots

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.605134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cf22527d-4c52-494f-8759-111d61797a63 · outbound

This paper cites Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.258075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d1fc9ca-9ba4-4df5-84bc-aa6e711f40f1 · outbound

This paper cites The Llama 3 Herd of Models.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation The Llama 3 Herd of Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.281837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87ee7b37-8494-48cd-b870-cb7d4be5639c · outbound

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

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Empirical review of automated analysis tools on 47,587 ethereum smart contracts

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.595184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0dbc2bab-3a7a-41e3-8ff1-3d9fb970ee43 · outbound

This paper cites Crystalbleu: pre- cisely and efficiently measuring the similarity of code.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Crystalbleu: pre- cisely and efficiently measuring the similarity of code

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.584936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 73dcae44-0b39-4243-8f9b-a1aedb9c067e · outbound

This paper cites Ac/c++ code vulnerability dataset with code changes and cve summaries.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Ac/c++ code vulnerability dataset with code changes and cve summaries

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.574785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 04bef7a0-788f-4041-997e-79e4416d2cf1 · outbound

This paper cites go-ethereum: Official go implementation of the ethereum protocol.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation go-ethereum: Official go implementation of the ethereum protocol

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.564982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bf0be8ce-ab40-4492-a0a4-9ec047a2fc37 · outbound

This paper cites Preference- guided refactored tuning for retrieval augmented code generation.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Preference- guided refactored tuning for retrieval augmented code generation

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.554808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d00c1b8f-a832-4e92-adaa-9e60f8a64ac0 · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.297747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a6f2ec3-b357-4d6a-800d-bafa75b44319 · outbound

This paper cites Large language models are few-shot summarizers: Multi-intent comment generation via in-context learn- ing.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Large language models are few-shot summarizers: Multi-intent comment generation via in-context learn- ing

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.544753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c09ba08f-c839-4b51-828d-a920868ef2b9 · outbound

This paper cites How effec- tive are smart contract analysis tools? evaluating smart contract static analysis tools using bug injection.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation How effec- tive are smart contract analysis tools? evaluating smart contract static analysis tools using bug injection

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.534977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ef48842e-c159-4ce3-8db6-f5abf4d1531e · outbound

This paper cites Re2G: Retrieve, Rerank, Generate.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Re2G: Retrieve, Rerank, Generate

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.308047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50b26c0e-edf8-4f6f-aab4-72e2cdac15a4 · outbound

This paper cites An Empirical Study of LLM-as-a-Judge for LLM Evaluation: Fine-tuned Judge Model is not a General Substitute for GPT-4.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation An Empirical Study of LLM-as-a-Judge for LLM Evaluation: Fine-tuned Judge Model is not a General Substitute for GPT-4

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.311143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87149c85-5917-4938-8692-7ca34d6f2f51 · outbound

This paper cites CodeSearchNet Challenge: Evaluating the State of Semantic Code Search.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.314196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7990fd88-c2f4-41f7-9582-6f90528a7860 · outbound

This paper cites Jigsaw: Large language models meet program synthesis.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Jigsaw: Large language models meet program synthesis

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.525502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ea199fd6-8768-4bd2-ab9b-53277735b41d · outbound

This paper cites How secure is code generated by chatgpt? In 2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC), pages 2445–.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation How secure is code generated by chatgpt? In 2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC), pages 2445–

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.515520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9221ebdc-5798-468f-86d8-86ccb87f7408 · outbound

This paper cites Using ai assistants in software development: A qualitative study on security practices and concerns.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Using ai assistants in software development: A qualitative study on security practices and concerns

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.505770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 34cecc57-b2a0-49b9-9b31-80218f7f3585 · outbound

This paper cites Multi-step Jailbreaking Privacy Attacks on ChatGPT.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Multi-step Jailbreaking Privacy Attacks on ChatGPT

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.325060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85b3757c-ab9d-4bf0-b494-650ccfa4b14b · outbound

This paper cites From Classification to Generation: Insights into Crosslingual Retrieval Augmented ICL.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation From Classification to Generation: Insights into Crosslingual Retrieval Augmented ICL

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.327954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 472c3ec5-71c2-492d-a5e0-9b73535e852a · outbound

This paper cites Opportunities and challenges in code search tools.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Opportunities and challenges in code search tools

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.496844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c322feef-12b3-4933-9860-313551eadafb · outbound

This paper cites Determine the number of unknown targets in open world based on elbow method.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Determine the number of unknown targets in open world based on elbow method

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.488015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 79447ec1-a88b-4de7-b464-3d13bfb0e75f · outbound

This paper cites Trojan- ing attack on neural networks.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Trojan- ing attack on neural networks

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.478820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 785e13b9-c9b6-410a-94df-8ee582805114 · outbound

This paper cites An empirical study on low code program- ming using traditional vs large language model support.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation An empirical study on low code program- ming using traditional vs large language model support

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.339853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26a89b38-c73d-4892-9e1b-6b02090a2744 · outbound

This paper cites Prompt injection attacks and defenses in llm-integrated applications.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Prompt injection attacks and defenses in llm-integrated applications

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.342739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2c2b098-9ab9-4a15-8008-20b03de85af3 · outbound

This paper cites Formalizing and benchmarking prompt injection attacks and defenses.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Formalizing and benchmarking prompt injection attacks and defenses

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.345670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6010d1e0-cd88-4be9-9686-40b6dbd68019 · outbound

This paper cites Query Rewriting for Retrieval-Augmented Large Language Models.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Query Rewriting for Retrieval-Augmented Large Language Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.348552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4073e9f-87ca-41ac-b5bd-c6859cee5e94 · outbound

This paper cites Some methods for classifica- tion and analysis of multivariate observations.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Some methods for classifica- tion and analysis of multivariate observations

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.396951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 17ea9e7b-10a2-4240-8899-642fda229c1d · outbound

This paper cites Github language statistics (githut), 2024.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Github language statistics (githut), 2024

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.388388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3329b921-8011-4c75-84e7-dcd217c0ef18 · outbound

This paper cites Kragen: a knowledge graph- enhanced rag framework for biomedical problem solv- ing using large language models.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Kragen: a knowledge graph- enhanced rag framework for biomedical problem solv- ing using large language models

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.379831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4c624862-fffd-426a-bf85-41e86bfbe71a · outbound

This paper cites Retrieval-augmented generation (rag) in azure machine learning, 2024.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Retrieval-augmented generation (rag) in azure machine learning, 2024

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.370835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0f061504-a455-419f-8b07-236bc8d5d979 · outbound

This paper cites 2024 cwe top 25 most danger- ous software weaknesses.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation 2024 cwe top 25 most danger- ous software weaknesses

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.361971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a93594f8-a918-4d91-8597-43ca93d6a374 · outbound

This paper cites National vulnerability database (nvd).

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation National vulnerability database (nvd)

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.353096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9e7b0c12-389f-45c6-9ffc-70cb12c63ffc · outbound

This paper cites Ollama framework.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Ollama framework

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.344042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 493add71-5a03-472b-a026-6df114b46015 · outbound

This paper cites an unresolved cited work.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-09T05:31:15.325715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c8c73232-6846-4d72-8fc6-8c4320883b41 · outbound

This paper cites Chatgpt retrieval plugin, 2024.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Chatgpt retrieval plugin, 2024

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.317124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 29ec4d5f-6974-4f50-b718-98cba552214f · outbound

This paper cites Openai api reference - chat create n, 2024.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Openai api reference - chat create n, 2024

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.309376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 47ee2637-43fe-4265-97fc-bfde00c7c901 · outbound

This paper cites Openai models - embeddings.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Openai models - embeddings

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.301397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f4ac952b-1871-438a-bbae-35bb62379239 · outbound

This paper cites An empirical study of the non-determinism of chatgpt in code generation.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation An empirical study of the non-determinism of chatgpt in code generation

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.291023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bc9b8cb1-ac1e-4c4b-8901-c2cff9c43bd2 · outbound

This paper cites Bleu: a method for automatic evaluation of machine translation.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Bleu: a method for automatic evaluation of machine translation

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.281937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0ce11cbd-043c-4c14-b3be-9565dd941c97 · outbound

This paper cites Retrieval Augmented Code Generation and Summarization.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Retrieval Augmented Code Generation and Summarization

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.386109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a604282-7b09-499f-9215-7696c1b2ef2e · outbound

This paper cites Asleep at the key- board? assessing the security of github copilot’s code contributions.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Asleep at the key- board? assessing the security of github copilot’s code contributions

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.389117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe7a225a-925c-4d86-8982-11637f9bb703 · outbound

This paper cites From Prompt Injections to SQL Injection Attacks: How Protected is Your LLM-Integrated Web Application?.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation From Prompt Injections to SQL Injection Attacks: How Protected is Your LLM-Integrated Web Application?

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.391838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db590acc-f71f-4771-bbb3-f84e3b9b420f · outbound

This paper cites Ignore Previous Prompt: Attack Techniques For Language Models.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Ignore Previous Prompt: Attack Techniques For Language Models

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.395144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 723a04cf-9b4f-421d-b579-8be169b13c22 · outbound

This paper cites Evaluating and optimiz- ing the effectiveness of neural machine translation in supporting code retrieval models: A study on the cat benchmark.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Evaluating and optimiz- ing the effectiveness of neural machine translation in supporting code retrieval models: A study on the cat benchmark

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.267359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0bcd7c2d-9c83-4eec-aa24-1f3edf7340a0 · outbound

This paper cites Visual adversarial examples jailbreak aligned large language models.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Visual adversarial examples jailbreak aligned large language models

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.257681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation be3346d9-afbf-43e8-8cd5-690fd9314ee0 · outbound

This paper cites RAG-Fusion: a New Take on Retrieval-Augmented Generation.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation RAG-Fusion: a New Take on Retrieval-Augmented Generation

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.403819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 498eee64-601b-4e72-b35b-6fb9615faea0 · outbound

This paper cites The proba- bilistic relevance framework: Bm25 and beyond.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation The proba- bilistic relevance framework: Bm25 and beyond

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.247794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0330af6d-7690-4bc2-a08c-eadd27de4d5d · outbound

This paper cites Code Llama: Open Foundation Models for Code.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Code Llama: Open Foundation Models for Code

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.409565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c1513ad-68f9-489e-99f9-6849d0882f77 · outbound

This paper cites Llm safety leaderboard.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Llm safety leaderboard

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.238480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 23a00563-5d49-4369-9096-c4df7a24cdee · outbound

This paper cites Poison frogs! targeted clean-label poisoning at- tacks on neural networks.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Poison frogs! targeted clean-label poisoning at- tacks on neural networks

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.229201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3f1dc42a-2dc0-41bd-8063-4f1b9afc6b00 · outbound

This paper cites A systematic literature review on automated soft- ware vulnerability detection using machine learning.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation A systematic literature review on automated soft- ware vulnerability detection using machine learning

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.219797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fc3f7478-4d4d-4560-b9c2-22efd0574bc7 · outbound

This paper cites A comprehensive survey of few-shot learning: Evolution, applications, challenges, and opportunities.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation A comprehensive survey of few-shot learning: Evolution, applications, challenges, and opportunities

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.210342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bf83f4b2-0c68-471e-b279-2cc316fdc4f0 · outbound

This paper cites A statistical interpretation of term specificity and its application in retrieval.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation A statistical interpretation of term specificity and its application in retrieval

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.424255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d1bde8f-6ddb-4e2c-943c-b30b49b0f93f · outbound

This paper cites Efficient avoidance of vulnerabilities in auto-completed smart contract code using vulnerability-constrained decoding.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Efficient avoidance of vulnerabilities in auto-completed smart contract code using vulnerability-constrained decoding

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.195784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d90a33e4-bd7e-4c06-bd66-08d5219433f8 · outbound

This paper cites jina-embeddings-v3: Multilingual Embeddings With Task LoRA.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation jina-embeddings-v3: Multilingual Embeddings With Task LoRA

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.430093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be469489-057a-4210-97ac-489386682216 · outbound

This paper cites Evor: Evolv- ing retrieval for code generation.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Evor: Evolv- ing retrieval for code generation

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.186450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 885e859a-d3e8-4e7a-a9da-cedae0a1caad · outbound

This paper cites Integration k-means clustering method and elbow method for identification of the best customer profile cluster.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Integration k-means clustering method and elbow method for identification of the best customer profile cluster

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.436192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8484e56-139c-43fb-a880-faff90f4e80a · outbound

This paper cites Small models, big in- sights: Leveraging slim proxy models to decide when and what to retrieve for LLMs.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Small models, big in- sights: Leveraging slim proxy models to decide when and what to retrieve for LLMs

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.171774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 930c6bbc-5cf6-4cee-abb4-08fd79cf34ac · outbound

This paper cites How secure is ai-generated code: a large-scale comparison of large lan- guage models.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation How secure is ai-generated code: a large-scale comparison of large lan- guage models

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.163626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 70a24bd5-9676-4d0f-b5f9-be429b6adac2 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.444929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec25b96a-2026-4c4c-94fb-69b31ff8f1c2 · outbound

This paper cites Query2doc: Query Expansion with Large Language Models.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Query2doc: Query Expansion with Large Language Models

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.448254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b61013d7-3d62-4261-9089-ca7cf565bd3d · outbound

This paper cites Fusing code searchers.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Fusing code searchers

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.155661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8119e3f5-740b-4f32-b7f6-91d3a269085f · outbound

This paper cites Benchmark Self-Evolving: A Multi-Agent Framework for Dynamic LLM Evaluation.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Benchmark Self-Evolving: A Multi-Agent Framework for Dynamic LLM Evaluation

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.453979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c20517a-11ad-4cfb-b032-13f66dbdf8ae · outbound

This paper cites Rap-gen: Retrieval-augmented patch generation with codet5 for automatic program repair.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Rap-gen: Retrieval-augmented patch generation with codet5 for automatic program repair

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.146941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5cd98cf1-dd73-4395-98c4-7f9fd98a4bb0 · outbound

This paper cites Reposvul: A repository- level high-quality vulnerability dataset.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Reposvul: A repository- level high-quality vulnerability dataset

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.136965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1d2577cb-b5c5-42d0-8d6e-78509a406f3f · outbound

This paper cites Generalizing from a few examples: A survey on few-shot learning.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Generalizing from a few examples: A survey on few-shot learning

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.127560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f0131cef-23d0-4768-9e84-e623394fef2c · outbound

This paper cites CodeRAG-Bench: Can Retrieval Augment Code Generation?.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation CodeRAG-Bench: Can Retrieval Augment Code Generation?

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.463830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 043ecc20-f318-42d6-8185-4b3289353644 · outbound

This paper cites MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.466282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cae6402-28bd-426b-972e-bb31dcce8219 · outbound

This paper cites Syntax-aware retrieval augmented code genera- tion.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Syntax-aware retrieval augmented code genera- tion

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.117145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e9f0dacf-bd42-4881-a893-88d8d080b5c1 · outbound

This paper cites HijackRAG: Hijacking Attacks against Retrieval-Augmented Large Language Models.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation HijackRAG: Hijacking Attacks against Retrieval-Augmented Large Language Models

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.470981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79ccd7e3-a509-4743-a059-952336027647 · outbound

This paper cites A Survey of Large Language Models.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation A Survey of Large Language Models

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.473952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1328a962-c853-4ab6-9ea8-1bf13cf18af0 · outbound

This paper cites Judging llm-as- a-judge with mt-bench and chatbot arena.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Judging llm-as- a-judge with mt-bench and chatbot arena

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.106810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation aa6cd754-5608-4d3c-b74f-0d0516527289 · outbound

This paper cites D2a: A dataset built for ai-based vulnerability detection methods using differential analy- sis.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation D2a: A dataset built for ai-based vulnerability detection methods using differential analy- sis

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:31:15.096020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f762212f-f699-4965-bb3f-0d8e5709b710 · outbound

This paper cites DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.482737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2d03392-7a0b-48b2-82fc-e68db4c2370c · outbound

This paper cites Open-source Large Language Models are Strong Zero-shot Query Likelihood Models for Document Ranking.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Open-source Large Language Models are Strong Zero-shot Query Likelihood Models for Document Ranking

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.485971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 752b7f4f-2b79-486b-a61c-6f89faedb5dc · outbound

This paper cites Universal and Transferable Adversarial Attacks on Aligned Language Models.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Universal and Transferable Adversarial Attacks on Aligned Language Models

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.489111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9607b22-6116-4922-8fa9-84e07cc7e43e · outbound

This paper cites PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.492097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14cc7580-7390-4400-95d2-65c4ff6e2cf5 · outbound

This paper cites an unresolved cited work.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Unresolved cited work

Reference 2023

Resolution: parse uncertain; raw_fallback, observed 2026-08-09T05:31:15.334644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

Observation fa36ec16-c264-4558-8b0a-5cdb97feb1c3 · inbound

Across Programming Language Silos: A Study on Cross-Lingual Retrieval-augmented Code Generation cites this paper.

Across Programming Language Silos: A Study on Cross-Lingual Retrieval-augmented Code Generation Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation

Reference 61

Resolution: verified exact; arxiv_id, observed 2026-05-19T11:53:03.504685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a420f63d-6137-4ebb-9608-8e16f2660082 · inbound

ImportSnare: Directed "Code Manual" Hijacking in Retrieval-Augmented Code Generation cites this paper.

ImportSnare: Directed "Code Manual" Hijacking in Retrieval-Augmented Code Generation Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T21:33:58.248696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 084933cb-f039-41a9-8a4a-ffe555af56d6 · inbound

Fixed-Set Robustness in Programming by Example: Example Corruption and Semantic Partition Recovery cites this paper.

Fixed-Set Robustness in Programming by Example: Example Corruption and Semantic Partition Recovery Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T21:48:59.053793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.