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Paper Citation Record · LEDGER

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors

As of 6 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 0 inbound Pith citation observations for arXiv:2606.29239.

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

pith.paper-citation-record.v1
2606.29239 v2

Coverage vector

measured 65 of 65 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T04:39:06.950528Z

measured 65 of 65 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

65 of 65 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved64
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 36934a92-c645-4fbb-ba07-905affb68c06 · outbound

This paper cites Program Synthesis with Large Language Models.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Program Synthesis with Large Language Models

Reference 1

Resolution
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no resolver link, observed 2026-08-04T04:39:05.679788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:05.679788Z digest=sha256:e5afa441a642558d4e2f022040337159fad99d810208ae3d7cda45c4e22ec3ca

Observation 0c1d824d-9e4b-4062-bf2d-dbf15d1a24d6 · outbound

This paper cites an unresolved cited work.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Unresolved cited work

Reference 2

Resolution
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no resolver link, observed 2026-08-04T04:39:05.789700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:05.789700Z digest=sha256:ad2d1eafa670c2b0d5056d5131f23b5b1fb134f6c8d60789a7ad864f779c8473

Observation 2ea281c1-6056-4af4-8f05-dde42c31f779 · outbound

This paper cites Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback

Reference 3

Resolution
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no resolver link, observed 2026-08-04T04:39:05.854139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:05.854139Z digest=sha256:45cf0c74f0f9eb64d1c323b655cb33c701e9e6da2df60c9c9a7ea2c966d1a4a4

Observation 319f95e2-2f62-4472-a14f-bd8eece64143 · outbound

This paper cites an unresolved cited work.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Unresolved cited work

Reference 4

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:05.951688Z digest=sha256:22d24208c58f9aff68544476a05a0eca975ec86b75c4329071f260037a731ee2

Observation 5dd315f6-9981-4f17-b706-2f167e5d1a39 · outbound

This paper cites an unresolved cited work.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-04T04:39:06.118887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.118887Z digest=sha256:402977c7e3f699fd405cce1e6a5653f4863f0a89edcb69f4c98b3aa0ee4ac401

Observation 78679b8a-5bfe-4d0d-80e7-f40bdfb307bc · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Evaluating Large Language Models Trained on Code

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-04T04:39:06.243054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.243054Z digest=sha256:4a2c0a94b1389a6e0cd0d9d485a900e59582cdf7339bfd99841bf2bc02a17cc3

Observation 92d92d21-26dd-4d56-9ece-cb7a4fa78880 · outbound

This paper cites an unresolved cited work.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-04T04:39:06.378683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.378683Z digest=sha256:228c91ee515f6a86c3bd1de8af84dda84026744231842b942e2767bb7ab671a0

Observation 5b180023-83ce-44dd-8478-b204b16bc4b1 · outbound

This paper cites SynGhost: Invisible and Universal Task-agnostic Backdoor Attack via Syntactic Transfer.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors SynGhost: Invisible and Universal Task-agnostic Backdoor Attack via Syntactic Transfer

Reference 8

Resolution
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no resolver link, observed 2026-08-04T04:39:06.394396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.394396Z digest=sha256:89f699873fe4422f2c038130ab2d69db15d1387ef4f3d8da639b8acd9176c7c2

Observation 35c2494c-1e3b-465b-a39a-9a1225fb63a4 · outbound

This paper cites an unresolved cited work.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Unresolved cited work

Reference 9

Resolution
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no resolver link, observed 2026-08-04T04:39:06.484851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.484851Z digest=sha256:b8f4ff2bca6404ebe07f3844b7e8cb5355f0fbf7e98a2d18cb359c68faf72881

Observation 96d7f9ab-6d95-4dba-ba57-645f11e5c4c8 · outbound

This paper cites an unresolved cited work.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Unresolved cited work

Reference 10

Resolution
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no resolver link, observed 2026-08-04T04:39:06.563507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.563507Z digest=sha256:1990e97423fdab754928e6ceace98923c897d6ee23913747c59c7d3ae59e9316

Observation 15942fa1-d2a4-4596-846a-f69e36decc2c · outbound

This paper cites an unresolved cited work.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-04T04:39:06.616246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.616246Z digest=sha256:ba860aecf537c0f412dc854278d60c27ddfd56c3c486c9a4e63d1c3e8dd3ab9c

Observation 0aecf33f-edd4-4a05-b67c-7528b43fce87 · outbound

This paper cites an unresolved cited work.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Unresolved cited work

Reference 12

Resolution
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no resolver link, observed 2026-08-04T04:39:06.718910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.718910Z digest=sha256:5e81f63e6bc64f6c1bcb90b37f9d0560a1f1987dbaa6a33e51df36416233bd75

Observation 255ef6a3-57ff-4779-a5ac-7d78fb91c602 · outbound

This paper cites an unresolved cited work.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-04T04:39:06.768175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.768175Z digest=sha256:56ad8d85c10c775295984586b6eaf7e14841bfe312abde1ffaf139582efee7cb

Observation e4593d4f-6294-46d8-8bb2-d4da930921f9 · outbound

This paper cites an unresolved cited work.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-04T04:39:06.775440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.775440Z digest=sha256:15a6b0e7efff9f64bde6e61656c3c8bb0a966a96f5cc3321a6c9b2dccef53283

Observation a37e7a8f-29ce-45ad-818b-9a0fffe88d7f · outbound

This paper cites Extreme Compression of Large Language Models via Additive Quantization.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Extreme Compression of Large Language Models via Additive Quantization

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-04T04:39:06.778635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.778635Z digest=sha256:5574529c07ba86fcb14502342d6c6afd9a2ed994b1f867fa27fd466d055c3599

Observation 72fe3862-4485-45bb-8291-21d000520c63 · outbound

This paper cites an unresolved cited work.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-04T04:39:06.781990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.781990Z digest=sha256:d90e2269fb23b6164f9957b6f321920bb2b0a3756e3ff7a7ff4ead6e15edd6fd

Observation 20db30bb-8fd9-4a5a-9086-21d66e0f8723 · outbound

This paper cites an unresolved cited work.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-04T04:39:06.785211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.785211Z digest=sha256:7626f2070dd01f9c8117bc2a78cc5c50104ab95ffd8ea32ef848e1a77c56f5be

Observation 8480d2e4-5e98-42ad-8a3e-62c754a476ec · outbound

This paper cites an unresolved cited work.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-04T04:39:06.788435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.788435Z digest=sha256:8e1ecb4a5bb134efa64b34162ce2113ceb90900ac4def78af9df03e514a10dde

Observation fd7dbe77-5600-42df-8f65-6aab331b6f73 · outbound

This paper cites an unresolved cited work.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Unresolved cited work

Reference 19

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unresolved
no resolver link, observed 2026-08-04T04:39:06.791538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.791538Z digest=sha256:038b0513902e536f6369b48dbfa7a6b0bc76c0fffa5f7f42711c83f95cee8526

Observation 19a02e5b-26cb-47bb-b991-2e2ae0313a94 · outbound

This paper cites The Llama 3 Herd of Models.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors The Llama 3 Herd of Models

Reference 20

Resolution
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no resolver link, observed 2026-08-04T04:39:06.794784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.794784Z digest=sha256:94bb6e5df57502d11a8ab2ccaffff78127143342e60027ec2ac4b3edb63530c8

Observation 65d88f27-f3d0-451b-9d00-2c6577659aaf · outbound

This paper cites DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Reference 21

Resolution
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no resolver link, observed 2026-08-04T04:39:06.798433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.798433Z digest=sha256:f1dfb35230bb6b5cfc499e752d17bcba910da47f1a3f00a0fd85cd2aca289373

Observation 029ee923-31a4-4fa1-8b61-48253b8588ff · outbound

This paper cites an unresolved cited work.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-04T04:39:06.801840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.801840Z digest=sha256:11de6c56fbd6690a3a1a442f0014700115a41b5411aad6d338f27421acae9288

Observation 3556abdc-e3a8-4680-a851-2eb222aff125 · outbound

This paper cites Instruction Tuning for Secure Code Generation.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Instruction Tuning for Secure Code Generation

Reference 23

Resolution
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no resolver link, observed 2026-08-04T04:39:06.805332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.805332Z digest=sha256:3b158624eb0e48befaf810733f343f60c169cc03df2dc0dab8a8966e355bc47d

Observation 8355c07e-1cbb-452d-8442-021ec56e0a70 · outbound

This paper cites Measuring Massive Multitask Language Understanding.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Measuring Massive Multitask Language Understanding

Reference 24

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no resolver link, observed 2026-08-04T04:39:06.808709Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.808709Z digest=sha256:58eaf5f3850cd986daefb76b9ae5aaa6628eafd616d26c062d9e4100daf56800

Observation bd5e4d41-695f-4de9-a81a-798a09381804 · outbound

This paper cites an unresolved cited work.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Unresolved cited work

Reference 25

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.812209Z digest=sha256:0e267371de83ff6fdcc62fca7e8badc1bdfa5f011f0ee9c7821708aab049e5ea

Observation 6f66adec-ecbd-4e0b-84ae-ab3aa9d56b1c · outbound

This paper cites an unresolved cited work.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Unresolved cited work

Reference 26

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unresolved
no resolver link, observed 2026-08-04T04:39:06.815743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.815743Z digest=sha256:23b211d188993473f1cda92fbd33c54c79035564239bff17846e44d6c1b91011

Observation aa9d9f45-dc75-4f76-8620-362380762b89 · outbound

This paper cites Qwen2.5-Coder Technical Report.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Qwen2.5-Coder Technical Report

Reference 27

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no resolver link, observed 2026-08-04T04:39:06.818860Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.818860Z digest=sha256:d5e2a49c9b1d8cbf3a375cfda48ad1625a5fdf0162524227403023043d8126a1

Observation c20f9ec6-abf4-4204-96c0-aec69939b431 · outbound

This paper cites an unresolved cited work.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Unresolved cited work

Reference 28

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no resolver link, observed 2026-08-04T04:39:06.822043Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.822043Z digest=sha256:6344214842bf8d6edbbe3ed39467e3adebc5559477a4e1901a544f4c53f05f69

Observation 8561c30d-c4c5-49c1-a2ea-07e0f34365ed · outbound

This paper cites an unresolved cited work.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Unresolved cited work

Reference 29

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no resolver link, observed 2026-08-04T04:39:06.825133Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.825133Z digest=sha256:9b3f97d1d9131c972e48abe40bd9cf0ccce7a9d73ddd4c8e16e8f286f153bd5a

Observation 3113d37a-1d68-4444-8375-c080fee56e41 · outbound

This paper cites an unresolved cited work.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Unresolved cited work

Reference 30

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unresolved
no resolver link, observed 2026-08-04T04:39:06.828623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.828623Z digest=sha256:27b13199369ec1501f5cd88778e7d571787480a75a8fdd0dc6a311af4cd7108a

Observation 24e174d7-1bf1-479e-9307-98fe7a9c0d75 · outbound

This paper cites an unresolved cited work.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-04T04:39:06.832115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.832115Z digest=sha256:533cd25ad62ffe47de3a52559a8313d2147a37e14fad5cd035cda47fd46d4b8c

Observation 9c38e304-bc75-4b02-9013-0423232b8b12 · outbound

This paper cites an unresolved cited work.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Unresolved cited work

Reference 32

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no resolver link, observed 2026-08-04T04:39:06.835553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.835553Z digest=sha256:845e72828d9f770a25dcfcf0e54090172ee7e688a2c4768c3a445fbd686accf5

Observation 7ef01487-8e9a-40fd-87b4-d33aabc6009a · outbound

This paper cites StarCoder: may the source be with you!.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors StarCoder: may the source be with you!

Reference 33

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unresolved
no resolver link, observed 2026-08-04T04:39:06.838634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.838634Z digest=sha256:e43b2b48c17b5d0161cc8b06c63fd71a77803b99b12edf939179fd8b3b28e8fc

Observation 9733a2fc-63dd-46f3-b2c0-116e4bef4119 · outbound

This paper cites an unresolved cited work.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Unresolved cited work

Reference 34

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no resolver link, observed 2026-08-04T04:39:06.842141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.842141Z digest=sha256:515a43982e47efa87c67b8fa7830b9516604772936b544dfd6982e3e0b88b559

Observation d978f87d-7170-4504-83b2-d479b70b8fe3 · outbound

This paper cites Expose Before You Defend: Unifying and Enhancing Backdoor Defenses via Exposed Models.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Expose Before You Defend: Unifying and Enhancing Backdoor Defenses via Exposed Models

Reference 35

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unresolved
no resolver link, observed 2026-08-04T04:39:06.845274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.845274Z digest=sha256:9acc9d522b6f45a5f88cba4721d9502973885debb3caa660eb3a95ce897d41c4

Observation 5b44b465-6443-4058-8db8-65c8c7abd71a · outbound

This paper cites an unresolved cited work.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Unresolved cited work

Reference 36

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unresolved
no resolver link, observed 2026-08-04T04:39:06.848759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.848759Z digest=sha256:7425b1fcb3b279b92525fc9d94455e45e85993d83ffa9efdb163644908bcb49f

Observation 3be2cccb-f0af-4cde-b2b7-71a718ac9646 · outbound

This paper cites TruthfulQA: Measuring How Models Mimic Human Falsehoods.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors TruthfulQA: Measuring How Models Mimic Human Falsehoods

Reference 37

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unresolved
no resolver link, observed 2026-08-04T04:39:06.852135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.852135Z digest=sha256:b1d1356855c3b87d7740e38217a897a0d4f5f4abf173c877b85588c68eaf7bc5

Observation 80915764-af89-4427-9f5b-d1fa29ec4df6 · outbound

This paper cites DeepSeek-V3 Technical Report.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors DeepSeek-V3 Technical Report

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-04T04:39:06.855804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.855804Z digest=sha256:12c444bc5991cf13733592d2b7b93f45e23f543a2cefca649a01f20d3bd7da12

Observation 4f6dcae9-3473-4f9b-9448-d882b1842719 · outbound

This paper cites an unresolved cited work.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-04T04:39:06.859174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.859174Z digest=sha256:c79316a8c5d2aca951a6f2b5ebee63fbdfc1ce567682612909154c38d98fa17e

Observation 6e5740c5-124e-4846-b72f-8571c5924488 · outbound

This paper cites LLM-FP4: 4-Bit Floating-Point Quantized Transformers.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors LLM-FP4: 4-Bit Floating-Point Quantized Transformers

Reference 40

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no resolver link, observed 2026-08-04T04:39:06.862258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.862258Z digest=sha256:f49e16afe62681a70b3b1ff108f5dcf2f25a4442bb7d87e5d09286911db58c9a

Observation 118832ff-bd1f-4525-9879-ec1759be0597 · outbound

This paper cites an unresolved cited work.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Unresolved cited work

Reference 41

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no resolver link, observed 2026-08-04T04:39:06.865779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.865779Z digest=sha256:7a3474419b254b54637ce1d2117e3d8ed16a0977f49fa1b42793fac0f3dd2328

Observation a64c0b42-e4f8-487a-80d4-60f3e1b3190a · outbound

This paper cites an unresolved cited work.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Unresolved cited work

Reference 42

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no resolver link, observed 2026-08-04T04:39:06.869258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.869258Z digest=sha256:6c4dd33626d465c1d09292493d87ec5877af896ad7bf3e9250d12b2a440e1044

Observation dffce3c2-8323-41f4-96b8-1ea8448a618e · outbound

This paper cites CodePurify: Defend Backdoor Attacks on Neural Code Models via Entropy-based Purification.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors CodePurify: Defend Backdoor Attacks on Neural Code Models via Entropy-based Purification

Reference 43

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no resolver link, observed 2026-08-04T04:39:06.872241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.872241Z digest=sha256:3405ed8dd58c45120aa76aafad9ca3e8c4b7c4f93e4de59515c2ac22b7894507

Observation 0eaa2180-229b-4612-8957-721dc492c558 · outbound

This paper cites A White Paper on Neural Network Quantization.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors A White Paper on Neural Network Quantization

Reference 44

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no resolver link, observed 2026-08-04T04:39:06.875604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.875604Z digest=sha256:a49b652dbdb23f5686fcaad3c8325f4ce03fee1dd63751f4749cc7f3b1bc210f

Observation f3953c27-714d-44a2-8d84-534447a670cc · outbound

This paper cites an unresolved cited work.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Unresolved cited work

Reference 45

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no resolver link, observed 2026-08-04T04:39:06.878845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.878845Z digest=sha256:210442614b6b50e499775488896ebfba5cff0cb34a46351317fbe767690b5d00

Observation 4dc36200-cdbd-4c26-bc26-8f9441dd7c09 · outbound

This paper cites an unresolved cited work.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-04T04:39:06.882594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.882594Z digest=sha256:5bdae3a41904f590f0dd09fb2378373ab37204f8ea6a2baf58d319abf7a554e6

Observation 46182a53-071e-47f7-b051-d958ddd74859 · outbound

This paper cites Instruction Tuning with GPT-4.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Instruction Tuning with GPT-4

Reference 47

Resolution
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no resolver link, observed 2026-08-04T04:39:06.885979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.885979Z digest=sha256:597b18746a654d7e5e55dcd6c137533a091aa6259daa38fe7c51a40b78d92df4

Observation 38487433-405a-403a-b6d0-5edb3dbf308e · outbound

This paper cites an unresolved cited work.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Unresolved cited work

Reference 48

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no resolver link, observed 2026-08-04T04:39:06.889346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.889346Z digest=sha256:a3185d1eb3c00f6f32098a34ab08c430da6e3b69731e8c9242d8895e776bfe9a

Observation 016172c3-8928-4629-9e68-4d6ae640d5c6 · outbound

This paper cites an unresolved cited work.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Unresolved cited work

Reference 49

Resolution
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no resolver link, observed 2026-08-04T04:39:06.893291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.893291Z digest=sha256:ebd7c81bc606c36cbb2f7f4b00e54c7bbbc202b3eae6d19541f7558167ea64c2

Observation 25575c36-0612-48f0-bdea-4826d0d81d1e · outbound

This paper cites an unresolved cited work.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Unresolved cited work

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-04T04:39:06.896987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.896987Z digest=sha256:b57818521fdbc6c069900443052af0b354b28dc1ce8e92b4124ee75cfe18b73a

Observation 8def3c6e-915a-484f-bd56-82b2d7efd9cf · outbound

This paper cites an unresolved cited work.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Unresolved cited work

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-04T04:39:06.900340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.900340Z digest=sha256:211399267d63b41fc0e3fbc617eb93beb00212b15df0ffb68919faa638d3d311

Observation 38d2f7f6-5c06-442c-8c8b-ac8bcc26e93d · outbound

This paper cites Tamper-Resistant Safeguards for Open-Weight LLMs.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Tamper-Resistant Safeguards for Open-Weight LLMs

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-04T04:39:06.903773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.903773Z digest=sha256:4bcabd28ec44caed759f31e3e45c49fa063cdaebc7995f7d90a803bceb38a111

Observation 7d6fd858-4943-4f92-827a-4df71709431c · outbound

This paper cites Hashimoto.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Hashimoto

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-04T04:39:06.907426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.907426Z digest=sha256:da2adec2f03b933071edd0159bb5d336dce3549488b258b68d6956d7c70f064f

Observation f2cbbdd3-f912-49a5-8799-b1f1ab8857db · outbound

This paper cites Gemma: Open Models Based on Gemini Research and Technology.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Gemma: Open Models Based on Gemini Research and Technology

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-04T04:39:06.911007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.911007Z digest=sha256:2c99999671910ad3520243644c8c1e6a8d9a2f6b6369de63c91f7233f50b3780

Observation 2908755f-1af7-47a9-899c-b31d091b6188 · outbound

This paper cites an unresolved cited work.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Unresolved cited work

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-04T04:39:06.914772Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T04:39:06.914772Z digest=sha256:71fb253712306cf8d92118f609b05167f757b60145907bdae83498e4b1c9007c

Observation 35c3cb1a-7894-4b62-8e4a-cde047d5c17c · outbound

This paper cites Securing Multi-turn Conversational Language Models From Distributed Backdoor Triggers.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Securing Multi-turn Conversational Language Models From Distributed Backdoor Triggers

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-04T04:39:06.918281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.918281Z digest=sha256:4c191216cf0276070e5a8d0560cbc98a9761c5bb53ccc882c03496dc3bfae601

Observation baf5f170-7c2e-4782-985c-c1ae06ee600f · outbound

This paper cites A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-04T04:39:06.922277Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T04:39:06.922277Z digest=sha256:0ac01356575942093c25d0f048b888705f1fff9a01738c9d8698174abed81591

Observation 942c0ee4-4f59-4772-bf26-c1a4fab2c2e7 · outbound

This paper cites an unresolved cited work.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Unresolved cited work

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-04T04:39:06.926768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.926768Z digest=sha256:3716a7747c3072b94267d69ab14c8f5baa8d822702a5d193c912311a450061f5

Observation a8bfbbda-171a-45cb-b06d-dc3413db026b · outbound

This paper cites an unresolved cited work.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Unresolved cited work

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-04T04:39:06.930606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.930606Z digest=sha256:a48e5c159eb595803833fc97c89e83e916bdca0989077537f97c5e45de83f0c6

Observation 31690c6c-4c21-4b05-a511-bc5304e931fd · outbound

This paper cites Fine-mixing: Mitigating Backdoors in Fine-tuned Language Models.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Fine-mixing: Mitigating Backdoors in Fine-tuned Language Models

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-04T04:39:06.938899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.938899Z digest=sha256:d29f0aee3e23ec941fbdf31c65b7ceea4e316f5ca13b98117770867484aa20b1

Observation 7176a759-6b1b-400a-b518-bb138610f11b · outbound

This paper cites an unresolved cited work.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Unresolved cited work

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-04T04:39:06.943002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.943002Z digest=sha256:6cf8ea055db648be16db5c758ddd3c3da15cfdbde5ec2e83130be5ce2c603f31

Observation 7abc2ff2-f853-4ad9-a7b2-066c954940f6 · outbound

This paper cites an unresolved cited work.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Unresolved cited work

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-04T04:39:06.946917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.946917Z digest=sha256:79dc6a4d7c6a0682aa456b8a36d885825386f8fce2dea4da382547f0e23a165e

Observation 7b47a274-c1bd-43bc-9e01-d7e2b50e540e · outbound

This paper cites A Survey on Backdoor Threats in Large Language Models (LLMs): Attacks, Defenses, and Evaluations.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors A Survey on Backdoor Threats in Large Language Models (LLMs): Attacks, Defenses, and Evaluations

Reference 63

Resolution
malformed identifier
no resolver link, observed 2026-08-04T04:39:06.950528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.950528Z digest=sha256:1e6f2823fbaa615dc4960aaab549cebac8c7d1c512f818f79e6fab6eff330bda

Observation cb627b55-4ce5-4f49-893d-9fef2e5fb230 · outbound

This paper cites HuggingFace's Transformers: State-of-the-art Natural Language Processing.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors HuggingFace's Transformers: State-of-the-art Natural Language Processing

Reference 2019

Resolution
unresolved
no resolver link, observed 2026-08-04T04:39:06.934652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.934652Z digest=sha256:5bf68e21f12b7ee58ffdd26c4d8eeec30489fbe06f9b5f5c3111704d6bc299b6

Observation 2ffb68da-a4c3-4fcd-a6df-c68a5d8a349e · outbound

This paper cites Mind the Gap: A Practical Attack on GGUF Quantization.

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors Mind the Gap: A Practical Attack on GGUF Quantization

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-04T04:39:06.771605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:39:06.771605Z digest=sha256:cd32303333e96b050b02b81fc1ad4b507af4fb87d69e7fbc6e664f4fd484955e

Pith citing papers

No inbound Pith citation observations are available.