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Paper Citation Record · LEDGER

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models

As of 21 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 1 inbound Pith citation observation for arXiv:2505.03501.

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

pith.paper-citation-record.v1
2505.03501 v1

Coverage vector

measured 67 of 67 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:54:42.882112Z

measured 68 of 68 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-29T23:51:05.413122Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T23:54:03.327253Z

Reference resolution

67 of 67 outbound references displayed

  • verified exact0
  • verified fuzzy37
  • unresolved30
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 36508047-276b-4be3-94b4-4bf4c731fed0 · outbound

This paper cites https://claude.ai/.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models https://claude.ai/

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:54:43.692700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T23:54:42.632972Z digest=sha256:e3afbf89d6aad8437ae778096a22f3e2f4d3fe563139785da8a8429e2a2ec1b9

Observation 32e10651-fc18-42b2-856c-115d64cfeb46 · outbound

This paper cites https://huggingface.co/deepseek-ai/ DeepSeek-V3.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models https://huggingface.co/deepseek-ai/ DeepSeek-V3

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:54:43.681058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T23:54:42.637431Z digest=sha256:6018221cb4bed8676d95ab651168ef7425a5c94583c718d70628b1372613cd1e

Observation ce258388-f9b2-4811-9aad-2153b77066eb · outbound

This paper cites https://flageval.baai.ac.cn/.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models https://flageval.baai.ac.cn/

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:54:43.669166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T23:54:42.641246Z digest=sha256:42b7a22f249b9ab39a3b5f7004f2a87f85bcdf361233f2eeba11a04cbbbe3e77

Observation 39145733-adf6-4f7f-8f39-724bb5d091fb · outbound

This paper cites https://gemini.google.com/app.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models https://gemini.google.com/app

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:54:43.657547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T23:54:42.645358Z digest=sha256:5195239a6fd08b008a2acb483e6aea4c559e722eb0af2dcb580fe7757fb6efc5

Observation fb552c42-181d-49b4-b39e-b9c61d850445 · outbound

This paper cites https://en.wikipedia.org/wiki/List_of_ languages_by_total_number_of_speakers.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models https://en.wikipedia.org/wiki/List_of_ languages_by_total_number_of_speakers

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:54:43.646013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T23:54:42.649093Z digest=sha256:05406b344531d4f3feb364d8371e3c08b181a3a95624dc1125909b87267c3741

Observation 0c82ffba-6011-46f5-b9ec-f385f41815cb · outbound

This paper cites https://huggingface.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models https://huggingface

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:54:43.633929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T23:54:42.652939Z digest=sha256:40c8d5bab2e6ecb4a808748f26045aaac43e5093e4fc1c4dd27e6fe5b8b64eae

Observation e9a383df-f545-4d0d-aa7c-fb7399271af8 · outbound

This paper cites https://huggingface.co/datasets/ lighteval/siqa.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models https://huggingface.co/datasets/ lighteval/siqa

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:54:43.621271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T23:54:42.657981Z digest=sha256:39cab7e44ab7049e9b629f0030a95780983cf2a949b99b7e8998481228549f2a

Observation 5d2a04d3-ea4b-4054-bd1c-0a04b40e25c7 · outbound

This paper cites Mega: Multilingual evaluation of generative ai, 2023.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Mega: Multilingual evaluation of generative ai, 2023

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:54:43.608193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T23:54:42.662781Z digest=sha256:5136f674e384e41b59d7b213168a908d5d231d5a34fd6d5c58d704b3a7149d13

Observation cc729828-e39f-4df2-9383-a897f33196f6 · outbound

This paper cites Palm 2 technical report, 2023.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Palm 2 technical report, 2023

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:54:43.596192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T23:54:42.666781Z digest=sha256:4c0989bd1d8ee953ca90f7cc7ebce9f7212df372819be78b2198f1fb8492c975

Observation c634c9b2-d55d-4f03-baef-a646a0a4c268 · outbound

This paper cites Piqa: Reasoning about physical commonsense in natural language.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Piqa: Reasoning about physical commonsense in natural language

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:54:43.584309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T23:54:42.670609Z digest=sha256:5b4f9f6dc8e30ec06da005c6effe49aaa38c5da882cbac67c5f3592fcb9a4b4c

Observation e823aa29-4bcd-484e-881a-b6fa24fa6242 · outbound

This paper cites Language models are few-shot learners.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Language models are few-shot learners

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:54:43.572582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T23:54:42.674463Z digest=sha256:6f0ef9d260b6662dcd20ed7ed15aac417c714c9ea85e9a32e65074f0bc25380d

Observation ef8a88d5-db74-4e28-91ef-56f7cc439262 · outbound

This paper cites Multi-turn hidden backdoor in large lan- guage model-powered chatbot models.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Multi-turn hidden backdoor in large lan- guage model-powered chatbot models

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:54:43.559865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T23:54:42.682364Z digest=sha256:5cf4214e627894fe8c35bf081f89f579a9bd6af01f36b9c1b6bcd11d4ab5d6dc

Observation 5fc8552d-1481-4e22-af5b-4a86f7ca9a67 · outbound

This paper cites BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-15T23:54:42.686197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:54:42.686197Z digest=sha256:4f87421ce23ca3dc07b8f93dcabbb915307e862863d7bb211559ab40fc283bf4

Observation d3c17924-a070-48c9-b0b0-4dc1571a4cf4 · outbound

This paper cites Stealthy and Persistent Unalignment on Large Language Models via Backdoor Injections.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Stealthy and Persistent Unalignment on Large Language Models via Backdoor Injections

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-15T23:54:42.690260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:54:42.690260Z digest=sha256:8754c9d6f0941158fa5a19a1c0dc4b958954a6d08648ae2552074bb9f15f5210

Observation 296e37fd-550d-4507-86dc-68e4fd2162e2 · outbound

This paper cites Badnl: Backdoor attacks against nlp models with semantic-preserving im- provements.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Badnl: Backdoor attacks against nlp models with semantic-preserving im- provements

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:54:43.547481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T23:54:42.693721Z digest=sha256:8871fe77b2b0c3142df3807af5ccd9121906cdc24ecc8605491baafce2c7d4d8

Observation 94b0a6cb-9c22-430f-aba8-9767b38aff58 · outbound

This paper cites Palm: Scaling language modeling with pathways.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Palm: Scaling language modeling with pathways

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:54:43.534734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T23:54:42.697208Z digest=sha256:a8e1092bd0efc0a1d33b424c92ac7065818ac6c6c44ea9e5234622747f80512d

Observation a2246d47-a432-4dd1-b1b8-efb8d580b4aa · outbound

This paper cites Boolq: Exploring the surprising difficulty of natural yes/no questions.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Boolq: Exploring the surprising difficulty of natural yes/no questions

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:54:43.522342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T23:54:42.700625Z digest=sha256:93081f3f367b57314b24b311c48bdefe9b23e787fefbc913f77183b0439226c0

Observation 8cb53e02-f088-475a-aa63-2c875359f751 · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-15T23:54:42.704520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:54:42.704520Z digest=sha256:a541a477b088899e8e934c447373078062fddcd7815aeca7390a9bcaf0879a39

Observation 057971c5-bfd6-46c2-b573-03dc7d647690 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Training Verifiers to Solve Math Word Problems

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-15T23:54:42.708075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:54:42.708075Z digest=sha256:3cf40f3fff6ee0d7412bf1615dc0cd6c5610fe5e6db3b6abdeb71c768c5923a8

Observation 68f0d474-a6a2-4edb-be08-ea10afdf7caa · outbound

This paper cites Cross- lingual language model pretraining.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Cross- lingual language model pretraining

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:54:43.509098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T23:54:42.711962Z digest=sha256:d2b1c4157541ee5ca333a61c3647d74e22e7da278baaea70c536060300347138

Observation aabd96a2-7e98-417d-a7d4-2d7a7d36d857 · outbound

This paper cites Opencompass: A universal evaluation platform for foundation models.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Opencompass: A universal evaluation platform for foundation models

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:54:43.496277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T23:54:42.715407Z digest=sha256:eea4f989219f0167b827435a536580cc5aecce48e6c046ed9d401a37f5e3fe62

Observation 41bb24b1-2538-4bde-ba08-e94ab57f81fa · outbound

This paper cites A unified evaluation of textual backdoor learning: Frameworks and benchmarks.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models A unified evaluation of textual backdoor learning: Frameworks and benchmarks

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:54:43.483986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T23:54:42.719211Z digest=sha256:a36b80fb5924c13535d3d7b98e158be231c8abe38f126ce1d49fb7c3b9f2d47b

Observation ea9a1a17-cd12-4cca-8dea-198642b79f7d · outbound

This paper cites A back- door attack against lstm-based text classification sys- tems.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models A back- door attack against lstm-based text classification sys- tems

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:54:43.472005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T23:54:42.723338Z digest=sha256:2ec74e62826b020b7346bb6fd87e4e9b78b74bdab1c1d30e9d8db7099364e0d6

Observation 7e7f677a-ff21-4284-9f1f-4c0c7a592725 · outbound

This paper cites Deepseek llm: Scaling open-source language models with longtermism, 2024.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Deepseek llm: Scaling open-source language models with longtermism, 2024

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:54:43.459668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T23:54:42.726573Z digest=sha256:ee2a9436599a408daac24019a7bbe6c908bed93efe0d45bc5e9efaa6bbf4f82b

Observation 24c8462e-739a-4011-bdbb-e5635edd0889 · outbound

This paper cites Multilingual Jailbreak Challenges in Large Language Models.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Multilingual Jailbreak Challenges in Large Language Models

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-15T23:54:42.730085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:54:42.730085Z digest=sha256:c373b723e5f97990f08dc936eda4e1790821759d58382fab103641cf26fdc198

Observation ac473e4d-0697-45a8-86fe-db280e4f0822 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-15T23:54:42.737570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:54:42.737570Z digest=sha256:25e965020712fab2a2997dd767fe7908f0c6117eb4945e8e5c86aad5573b132b

Observation ff88102f-4440-46ba-8046-e5a0048be711 · outbound

This paper cites Chatglm: A family of large language models from glm-130b to glm- 4 all tools, 2024.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Chatglm: A family of large language models from glm-130b to glm- 4 all tools, 2024

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:54:43.447948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T23:54:42.740818Z digest=sha256:c5a36d129fd1902a49e70430bc1d2b6e2d84f2d890131618dd3b2e3477eb9f27

Observation 4d6673c1-307e-4051-bbf1-f9043416150d · outbound

This paper cites Explaining and Harnessing Adversarial Examples.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Explaining and Harnessing Adversarial Examples

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-15T23:54:42.744127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:54:42.744127Z digest=sha256:9b31751022f8d88bdd1da8da237fbb0a28cff1228debe48ca8588fa7b605b860

Observation 4fc44a55-9055-4bc6-9951-11a6c4e921b0 · outbound

This paper cites The llama 3 herd of models, 2024.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models The llama 3 herd of models, 2024

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-15T23:54:42.747801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:54:42.747801Z digest=sha256:323a155e2a5b2bb5499386b68adbb8fb5fe1b5cd7e44161eb6afbdcb5cfbe408

Observation 905e04a7-3aa0-4767-b5ab-27e8cd475eb6 · outbound

This paper cites BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-15T23:54:42.751300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:54:42.751300Z digest=sha256:65f6b334ab21d1e6345661a44d9487cef04f4516a4bdc79947a2b5a9918899ac

Observation cdd74825-6d34-48e5-a2d3-563fcb6efb5f · outbound

This paper cites Backdooring multimodal learning.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Backdooring multimodal learning

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:54:43.429929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T23:54:42.754824Z digest=sha256:e55e039bac5e597feb8ace8027b1066d55cbeaf4616ebcd4145034479e768150

Observation 77dee6a7-6ba6-4527-8886-9f9960c15f9b · outbound

This paper cites Exploring Backdoor Vulnerabilities of Chat Models.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Exploring Backdoor Vulnerabilities of Chat Models

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-15T23:54:42.758170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:54:42.758170Z digest=sha256:0aa7c5735827a4bc2c7027efb0d8ef81a504b73cf9622a3f9e3e975a98e209a2

Observation 3140c0ba-47e8-4314-9a26-cfa34557419e · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models LoRA: Low-Rank Adaptation of Large Language Models

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-15T23:54:42.762097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:54:42.762097Z digest=sha256:f7eaa588ffc62f41597db43fcb5078aa0e11abf8b6cb527ee7ee3ec065793d75

Observation a90ba68c-c773-4a0a-868d-b976a25fa1eb · outbound

This paper cites Composite Backdoor Attacks Against Large Language Models.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Composite Backdoor Attacks Against Large Language Models

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-15T23:54:42.765568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:54:42.765568Z digest=sha256:1fa47eabac1eba912a31bd3d5f264eaf39ad2ce6a5b675dacf910e91c770167a

Observation ffcf8c07-4c09-4f92-bd02-faf36f600a02 · outbound

This paper cites Backdoor Attacks for In-Context Learning with Language Models.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Backdoor Attacks for In-Context Learning with Language Models

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-15T23:54:42.769109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:54:42.769109Z digest=sha256:bfcf3d79365b4045121cec0fccbbea55a83557a8c545201601580af47c2fe825

Observation 5c0b90f2-b7b7-4924-b5f2-0ba5053feb72 · outbound

This paper cites BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-15T23:54:42.772707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:54:42.772707Z digest=sha256:5bcf12bf76ca1e56c8a031e1778b59e0d8588047fa9e60d859a96e6c5a2006d6

Observation f02cb15a-80ca-49fc-b7c0-f79215de2580 · outbound

This paper cites Eliciting the translation ability of large language models via multilingual finetuning with translation instructions.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Eliciting the translation ability of large language models via multilingual finetuning with translation instructions

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:54:43.416537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T23:54:42.776341Z digest=sha256:7d329cae27f8a08e6268071b9a39359fd2a75cef44ba7329e078cc2a811fdafc

Observation c3a07333-32e5-4598-9fab-f0f440597a4a · outbound

This paper cites Hid- den backdoors in human-centric language models.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Hid- den backdoors in human-centric language models

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:54:43.403886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T23:54:42.780383Z digest=sha256:8fca6eecae70cd56d2f3f9271b984ae045c28a9b5a74ebf905466de4c956719e

Observation d443d7d6-a92a-49e2-b9ba-cb3b16c35a33 · outbound

This paper cites Faster-GCG: Efficient Discrete Optimization Jailbreak Attacks against Aligned Large Language Models.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Faster-GCG: Efficient Discrete Optimization Jailbreak Attacks against Aligned Large Language Models

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-15T23:54:42.783670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:54:42.783670Z digest=sha256:517df24e8052b0f6f4b70fa31434a9953fe50e7b460b29c34e8e6e586c7e0c97

Observation 628fe84c-8ec4-4550-aa94-da02ecb0e4e6 · outbound

This paper cites BadEdit: Backdooring large language models by model editing.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models BadEdit: Backdooring large language models by model editing

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-15T23:54:42.787131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:54:42.787131Z digest=sha256:cf7e436f1fd4b625c5d08122b9bdce4006493f157e8ee8dafb1db29e607f0194

Observation 95526912-2fd9-4673-a2a5-6e838119e6b2 · outbound

This paper cites Backdoor learning: A survey.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Backdoor learning: A survey

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-15T23:54:42.791135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:54:42.791135Z digest=sha256:1103cc4ba9e550d705f02917adcda18661a335476209cc3dbbce48370dc1d021

Observation 5a6db6ba-f356-4aef-9c42-b0737b1220ef · outbound

This paper cites Rouge: A package for automatic evalua- tion of summaries.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Rouge: A package for automatic evalua- tion of summaries

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:54:43.385085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T23:54:42.794372Z digest=sha256:f7f20e558919db80eb2f0ed9355fc7aeb81197d1f205abe6a4d9c2b6a17931da

Observation ea58c216-397a-482f-b276-1d4a134f4490 · outbound

This paper cites Towards Deep Learning Models Resistant to Adversarial Attacks.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Towards Deep Learning Models Resistant to Adversarial Attacks

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-15T23:54:42.797895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:54:42.797895Z digest=sha256:5b21f361f487620c616f3ce7bfc1ce1680d5a8626bfa8e2cefe2c607510cc8dc

Observation 6b4e56ee-4a41-4364-8eb7-98855dbb434f · outbound

This paper cites Gpt-4o system card, 2024.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Gpt-4o system card, 2024

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-15T23:54:42.801492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:54:42.801492Z digest=sha256:93f5a9b2d63aadd9bf0cb49c5e37c7cd77754a276ff8582c7e04d244202b1f6a

Observation 35f507b3-023d-4a68-a667-5c6271e2f827 · outbound

This paper cites ERNIE-M: Enhanced Multilingual Representation by Aligning Cross-lingual Semantics with Monolingual Corpora.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models ERNIE-M: Enhanced Multilingual Representation by Aligning Cross-lingual Semantics with Monolingual Corpora

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-15T23:54:42.804862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:54:42.804862Z digest=sha256:6e13d301b760bb08882fd371652a0bc448600543c67ac1c50f9f3ddb317bd9a6

Observation a8019bac-139c-430d-ac30-aec42051d526 · outbound

This paper cites Hidden trigger backdoor attack on{NLP} models via linguistic style manipulation.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Hidden trigger backdoor attack on{NLP} models via linguistic style manipulation

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:54:43.366612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T23:54:42.808521Z digest=sha256:a49d3e9879c4700c6acf46e7f953cd984e745bb1ae7827c5796c778a1f2060d0

Observation 886912dd-0872-4e1d-8ce8-54eb1eae78b2 · outbound

This paper cites ONION: A Simple and Effective Defense Against Textual Backdoor Attacks.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models ONION: A Simple and Effective Defense Against Textual Backdoor Attacks

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-15T23:54:42.811753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:54:42.811753Z digest=sha256:4ba009c3cf18de74cce9f82da7ef85f1d2ab6dced4fd161494a059948f11e9f3

Observation b270ec18-6233-48ab-b9e5-62e4ee7f5fef · outbound

This paper cites Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-15T23:54:42.815327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:54:42.815327Z digest=sha256:155450630fe51f1766acce710c37693bbd5b75d5b8ef27d9ec0878cea8b182d3

Observation 0a2caea1-d126-49d5-bf26-80685ba9243b · outbound

This paper cites Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-15T23:54:42.819091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:54:42.819091Z digest=sha256:1a2fe737cb5a8d3a7469ec4a2e284d4af24ffc4a179336875a574fbbd09ac1e6

Observation 56be8b6c-56d5-4c85-8767-6d90311c6770 · outbound

This paper cites Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-15T23:54:42.822730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:54:42.822730Z digest=sha256:caeb2208d97b7be403c04173dd5366a1be84704339968a55c73c174b33e425ce

Observation ca755f1c-f6bd-40db-b716-1a6b1c9ddb0f · outbound

This paper cites Qwen2.5 techni- cal report, 2025.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Qwen2.5 techni- cal report, 2025

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:54:43.354788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T23:54:42.826283Z digest=sha256:30fd0532db68fe647bdb93c51ef0146482b62037e9c3e996248003ea9ca05b7b

Observation 6b23ec19-b51a-4c56-a796-cc08a313ea73 · outbound

This paper cites Mathematical discoveries from program search with large language models.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Mathematical discoveries from program search with large language models

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:54:43.343591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T23:54:42.830051Z digest=sha256:2b0bbcf9233129ffeff4260ca49ec533581eb6f6dab6de6767f0f5a187d74945

Observation 89eadeaa-9cab-4448-8b96-80fc10bd3b4e · outbound

This paper cites Recursive deep models for semantic composi- tionality over a sentiment treebank.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Recursive deep models for semantic composi- tionality over a sentiment treebank

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:54:43.332050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T23:54:42.833476Z digest=sha256:b0716463b2c3a6a9f130cd2c29b933295d4de9b25c7a8ba9b8dc298bd06c429c

Observation 2e650baf-7a73-4ba1-ac33-a492afe0d4f1 · outbound

This paper cites CommonsenseQA: A question answer- ing challenge targeting commonsense knowledge.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models CommonsenseQA: A question answer- ing challenge targeting commonsense knowledge

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:54:43.320484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T23:54:42.836612Z digest=sha256:2fdc31394a867808b54c624e503698fef8de4c296aa7846a38a65e9558062526

Observation c8ae174c-c878-48f4-aa80-6ef9180419f2 · outbound

This paper cites Multilingual Translation with Extensible Multilingual Pretraining and Finetuning.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Multilingual Translation with Extensible Multilingual Pretraining and Finetuning

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-15T23:54:42.839969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:54:42.839969Z digest=sha256:c0eb3742226e61c1e930291a7ac00efe034dede926de3653f96d437c67cd1f45

Observation d2586d70-d36d-4bdb-abce-0ce65cc295a5 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Chain-of-thought prompting elicits reasoning in large language models

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:54:43.309344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T23:54:42.843703Z digest=sha256:d533feb9c3cafdcc23d912bcb419e10d69bba527a5a0e85e4614d7f46a06ed7b

Observation 5bdd73eb-ffba-4c32-a10b-4751c2e6d9ff · outbound

This paper cites PolyLM: An Open Source Polyglot Large Language Model.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models PolyLM: An Open Source Polyglot Large Language Model

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-15T23:54:42.847034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:54:42.847034Z digest=sha256:efc30899d594849bf84948669026f431a710be5afa3f85c5ffe4b53b7e9abe0d

Observation 338e7791-ec7d-46ab-a4d5-6b5a44379d97 · outbound

This paper cites A systematic evaluation of large lan- guage models of code.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models A systematic evaluation of large lan- guage models of code

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:54:43.296195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T23:54:42.850695Z digest=sha256:920efe0c55757ea84b9a88be68fbb66a2893820f476a8543c0ae983eb49b628e

Observation 0c8c2295-9e95-4a55-a8c8-619ff07e98ee · outbound

This paper cites Backdooring instruction- tuned large language models with virtual prompt in- jection.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Backdooring instruction- tuned large language models with virtual prompt in- jection

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:54:43.283281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T23:54:42.853887Z digest=sha256:7c5d9e8e497e91218f3aa0c4f5c35c62ccbf6d424b45a89086547840573a60fd

Observation 66f66e94-5a6c-4c2a-814f-96fb8183f98b · outbound

This paper cites Understanding deep learning (still) requires rethinking generalization.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Understanding deep learning (still) requires rethinking generalization

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:54:43.271635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T23:54:42.858032Z digest=sha256:cdfdfcdcbc6afbcbed468902a0aa86be57880aadac475a7b8e71c40a08cabbab

Observation 8ab6448f-a34c-4c4c-abe9-defd8ae24ff7 · outbound

This paper cites Badmerging: Backdoor attacks against model merging.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Badmerging: Backdoor attacks against model merging

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:54:43.259990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T23:54:42.861340Z digest=sha256:c3fd2c20546925294a7e740f9319a43411e77cf526f4cc87a57b55a1939d00d2

Observation 917bc08e-67c9-4fda-a03a-47b2ac655c67 · outbound

This paper cites Instruction backdoor attacks against customized LLMs.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Instruction backdoor attacks against customized LLMs

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:54:43.248481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T23:54:42.864434Z digest=sha256:95da8264dd9c720d72dd9404e33946ce332925560a6d6cea0d73489246f2d9c6

Observation c39deb7d-0d0f-43f1-b4f9-59f910a01976 · outbound

This paper cites Instruction tuning for large language models: A survey.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Instruction tuning for large language models: A survey

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-15T23:54:42.867618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:54:42.867618Z digest=sha256:e123b2ae756e8e89ee7b168e3fc6c3c117c286e2516a3fee59b3fcb87ce6951a

Observation f92c6622-64e6-4644-8e83-b8b1e425e959 · outbound

This paper cites Character- level convolutional networks for text classification.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Character- level convolutional networks for text classification

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:54:43.236092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T23:54:42.870936Z digest=sha256:1cd0f5d66d6803295bf1d23c64be2df7de0c0f077bce007f71c329026d94a648

Observation e16ac32f-7e2a-4f75-97d9-052f517a9c27 · outbound

This paper cites Prompt as Triggers for Backdoor Attack: Examining the Vulnerability in Language Models.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Prompt as Triggers for Backdoor Attack: Examining the Vulnerability in Language Models

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-15T23:54:42.875457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:54:42.875457Z digest=sha256:e5e5a9fe21dcdf0808be7d0749be1f78fe83e575995a9eaddb4adbb44eaa4369

Observation 99b9ea69-9b10-476f-aba0-d7613aaa913d · outbound

This paper cites Extrapolating Large Language Models to Non-English by Aligning Languages.

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Extrapolating Large Language Models to Non-English by Aligning Languages

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-15T23:54:42.878852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:54:42.878852Z digest=sha256:2ee73cec1404a7e3cd0d9554eb23075829efe0a0acaeaa45b8b302f900b99157

Observation ee6d52a9-d60b-49f2-9d91-8742e4e4d091 · outbound

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

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Universal and Transferable Adversarial Attacks on Aligned Language Models

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-15T23:54:42.882112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:54:42.882112Z digest=sha256:d92ae2de19ccda69d8e8b40bed8cd9d9de6619fd20d1f311f7bdcf12cd21b05b

Pith citing papers

Observation 70cdb803-1677-418b-9d97-6debabe15e6e · inbound

Security in the Fine-Tuning Lifecycle of Large Language Models: Threats, Defenses,Evaluation, and Future Directions cites this paper.

Security in the Fine-Tuning Lifecycle of Large Language Models: Threats, Defenses,Evaluation, and Future Directions BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models

Reference 75

Resolution
verified exact
arxiv_id, observed 2026-06-29T23:54:03.330778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-29T23:51:05.413122Z digest=sha256:93caf119611815678eddb3e0ec07b7d065e1ae3e9acddfc08ce5ee69046b7f81