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Paper Citation Record · LEDGER

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models

As of 23 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 0 inbound Pith citation observations for arXiv:2509.05318.

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

pith.paper-citation-record.v1
2509.05318 v1

Coverage vector

measured 66 of 66 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T13:44:42.825776Z

measured 66 of 66 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

66 of 66 outbound references displayed

  • verified exact2
  • verified fuzzy18
  • unresolved46
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7dbad66f-2914-4716-84c5-46b6df6380bd · outbound

This paper cites an unresolved cited work.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:44:53.378547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:38.180361Z digest=sha256:5dfea4e001bbdd588c1ea2480dbf7332028f818320557a5ea26a89c88f65e2b8

Observation 4df370c6-2002-412b-932d-7f2b67999491 · outbound

This paper cites an unresolved cited work.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:44:53.236308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:38.289511Z digest=sha256:af18ea38f42e852e2c774c9d4f10ff0dd80484512bb703b8c6efca5e18760a42

Observation 67651c30-a3da-4feb-ac8a-ceaf6a0aa93b · outbound

This paper cites Challenges and Applications of Large Language Models.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Challenges and Applications of Large Language Models

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-05T13:44:38.382758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:44:38.382758Z digest=sha256:9a82772672baa4ddb7601951725ba931cfd2f7597230a68ad79f75953620cef7

Observation 7be810cb-57e9-4700-acc3-d7151dd62d3b · outbound

This paper cites Llama3, The llama 3 herd of models, https://llama.meta.com/, accessed: 2024-7-23 (2024).

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Llama3, The llama 3 herd of models, https://llama.meta.com/, accessed: 2024-7-23 (2024)

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:44:53.073254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:38.496271Z digest=sha256:fa3acfe1b112da7392e8208ed23cecaaca87cbe6508d5a5049e0ac58e6942bd7

Observation 0a05869e-f553-4415-bde9-4ca2e4442cf2 · outbound

This paper cites The Pile: An 800GB Dataset of Diverse Text for Language Modeling.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models The Pile: An 800GB Dataset of Diverse Text for Language Modeling

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-05T13:44:38.561589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:44:38.561589Z digest=sha256:49abdcbc496a7d49f51a50a619f10dcd8625ff3068fb1d8bab9bd351e5650098

Observation 34d3dfa2-059d-43e8-977d-805300c66eb2 · outbound

This paper cites Raffel, N.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Raffel, N

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:44:52.932899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:38.662229Z digest=sha256:614a436860e535ad65ffebb90895c61ac735d5e2b0bb54f3f6f216da969856ce

Observation a61a1d92-56d5-44f7-a617-babb3daf5ec8 · outbound

This paper cites an unresolved cited work.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:44:52.800973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:38.833959Z digest=sha256:62ca48b5532ddfb28e4b58ae5f36be3cbe7cda348da6da18e09963297af56b1a

Observation b13d3ca9-c85e-4941-a692-163a2708e3ec · outbound

This paper cites an unresolved cited work.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:44:52.641258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:38.943028Z digest=sha256:491f268185b63c518d7022f22c75f4fe184593af9d0c33a6e076fb7907a4a786

Observation e6de0062-660e-4536-b1ef-1c76797b4d3c · outbound

This paper cites an unresolved cited work.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:44:52.478256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:38.990539Z digest=sha256:286f6e76689b1152c4d17cb5ed8f8a7dd96bb5aca6e0e5554c32e53162e39b8a

Observation 3429b4b7-de1c-4fce-bbc3-7871f05d0f79 · outbound

This paper cites an unresolved cited work.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:44:52.303499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:39.049148Z digest=sha256:8e4d2214d6c61fe0a4e2c18249e965615e0f794eda7e00bc9c846c45f89ad481

Observation cc60e9ee-4794-4781-a817-094cf58daf4c · outbound

This paper cites an unresolved cited work.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:44:52.117191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:39.098187Z digest=sha256:6dc088f779626f48eef1504d184ddbe924ff7dbe8aa356bb383a72198f8f0650

Observation 2a239631-db06-49c6-a7c8-45515c6293eb · outbound

This paper cites Breaking the False Sense of Security in Backdoor Defense through Re-Activation Attack.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Breaking the False Sense of Security in Backdoor Defense through Re-Activation Attack

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-08-05T13:44:43.548131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:39.119954Z digest=sha256:83fbdd37966414a73ee0b264994b3a4b0f3e81978e49bc9e4160bde411d4ace3

Observation 89d3a48f-30db-4042-ae92-771d199ec203 · outbound

This paper cites an unresolved cited work.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:44:51.923338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:39.161099Z digest=sha256:e896d82b12c2c9d9705324672f2660437ebaa735d6fe01e51f442241065d3533

Observation 6cc2dca5-7617-4feb-b2a4-4d2108294966 · outbound

This paper cites an unresolved cited work.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:44:51.762047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:39.189425Z digest=sha256:037fd027920db52a29c90a603eae252d2617a6c88ef85e595f8a6cce356aa2ab

Observation 1cf6db78-2dff-4453-984e-f64b5e21593a · outbound

This paper cites Azizi, I.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Azizi, I

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:44:51.615535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:39.242041Z digest=sha256:93f8b4b81233a17e25d96c985a39c0bcf1e7a2aa712887dad21325eadb26912e

Observation 991d34a1-f11e-4349-a1a3-e3c65838f127 · outbound

This paper cites an unresolved cited work.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:44:51.477708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:39.264155Z digest=sha256:f530545a140a0ec3bf0686b6ea57e0e49f5f768caa2cf64af59207452e39301b

Observation fe509e1c-95a7-4a22-b950-758a9e4bc250 · outbound

This paper cites an unresolved cited work.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:44:51.352870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation d70639a0-4753-4761-96e4-3f871b8bb965 · outbound

This paper cites an unresolved cited work.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:44:51.236779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 6e780743-824d-4b72-82e6-281c7a9e925f · outbound

This paper cites an unresolved cited work.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:44:51.052127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:39.454218Z digest=sha256:5e908e2139362fbc64375ff94e6fb8e4e2044ca6ddaecb220dfa9758cb962276

Observation 66c668ea-0748-43be-b467-d9f2a53e0e3c · outbound

This paper cites an unresolved cited work.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:44:50.858117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:39.521274Z digest=sha256:5aadb5e5501afd1f8b3bcf26f65a61b288b8918843cbac6c1f299cc5ede8c992

Observation e788dd8c-bcf2-415b-93a5-21a42d668558 · outbound

This paper cites an unresolved cited work.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:44:50.671485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:39.565432Z digest=sha256:03066de724516bec0eceadf3ac763b5f00fa0affc8a130ea3919d23921927cfe

Observation 104733dd-1117-4c5d-afce-fd237cba4a9e · outbound

This paper cites Krishna, J.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Krishna, J

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:44:50.500299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:39.619558Z digest=sha256:9e8416616a0422289f6cbf32552da24a051a6ebe7c8bcc696dc549121146686b

Observation 3ef66685-8f81-466c-945e-f0af83f7514e · outbound

This paper cites an unresolved cited work.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:44:50.282838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:39.674154Z digest=sha256:67804dd2e2034ed52588711298e64690e1763195468f7d28832e42428adaec31

Observation b6ead8e6-9d89-49d3-a34a-25d46405f8e1 · outbound

This paper cites an unresolved cited work.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:44:50.070202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:39.711921Z digest=sha256:53acc8e9a75b16e7c142bcefefdcb36a0d41f889596f49d1d9bde23a61cde540

Observation 03bc786a-ed13-4ffd-9998-ab2da8a09a0b · outbound

This paper cites an unresolved cited work.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:44:49.797679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:39.769093Z digest=sha256:dbad725fd787797d460c7801eb04826a96d3fa73a4cf4ad94b70dab51c34be15

Observation d4619241-fa26-49db-8cbc-bbceae42d843 · outbound

This paper cites an unresolved cited work.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:44:49.527154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:39.814813Z digest=sha256:320ad9abb373a19ef576d6376a7ddb9ae8444919b3ea16806a2523d2c093543d

Observation 29ce9d20-7fe8-4c4e-acf3-514ab7c2e7a7 · outbound

This paper cites Branco, A.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Branco, A

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:44:49.227936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:39.852949Z digest=sha256:a197d046ddc21d688283dae08cf96b427cd695d1c9d87fb896009a5b2bc3cd74

Observation 176b90da-c999-40a3-882a-efef4947e8c3 · outbound

This paper cites an unresolved cited work.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:44:49.032165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:39.888208Z digest=sha256:9e3444e64d191d7547963c2081b9514e5ec06e1bf5f7ee53517366eba78dc7d0

Observation 016a0d3e-6a13-4e47-a972-d06d9b4ae43a · outbound

This paper cites Devlin, M.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Devlin, M

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:44:48.849743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:39.927666Z digest=sha256:c3db07c3557b59e37371f8b0040b150e2c826cd5892ff95ede0965b2c820d7c0

Observation fa790f44-6e54-463f-bd70-97e66d550bab · outbound

This paper cites an unresolved cited work.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:44:48.652152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:40.004117Z digest=sha256:6066dc6f113e84458b34913d381825d0cdda86b3b56ddae5c5544e0352b7b8bc

Observation 0b406381-6497-40c3-b177-eb3b0e7da876 · outbound

This paper cites an unresolved cited work.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:44:48.377397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:40.034385Z digest=sha256:1afab4f9b9cd12f98e5daba6f5b0ec580a02753637af4f811de78d336319492f

Observation 0150461c-3fb0-482f-9167-c942eb04b180 · outbound

This paper cites Data-centric NLP Backdoor Defense from the Lens of Memorization.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Data-centric NLP Backdoor Defense from the Lens of Memorization

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-05T13:44:40.109326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:44:40.109326Z digest=sha256:c48c3529a15c0ef62158d57927389e5a6f61bd68275f52664e36dee4dda27719

Observation 6e41ad14-2641-417a-a821-f09758947145 · outbound

This paper cites Backdoor Token Unlearning: Exposing and Defending Backdoors in Pretrained Language Models.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Backdoor Token Unlearning: Exposing and Defending Backdoors in Pretrained Language Models

Reference 33

Resolution
verified exact
local_arxiv, observed 2026-08-05T13:44:43.395069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:40.171715Z digest=sha256:d369a5a840658c23b438184e7810a4967abd701a3599d49386258a1eca410a7b

Observation 67f076c6-62c4-4a78-8e91-e5de474224ed · outbound

This paper cites an unresolved cited work.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:44:48.128106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:40.249039Z digest=sha256:e1a536d06a24f7e88b5787624ea74e4fdb5efacb4f4bf4dbc319cfb7bca7b50f

Observation 9dbd814e-3dfc-4727-8674-ff8cc00ae51d · outbound

This paper cites Zhang, D.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Zhang, D

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:44:47.916875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:40.337843Z digest=sha256:46b7a972e2326ac4d05cb0b3c232309885a7e66251c25ec7ebfd0822f1ea910b

Observation 0c2b3e3d-da0d-4850-babe-bc3b83fca900 · outbound

This paper cites an unresolved cited work.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:44:47.751922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:40.443185Z digest=sha256:61f010622cd667972f941ffd2dbed10f8f59a3d2f895d840838b7e27c188fd33

Observation 7432f714-1c13-4f2d-a380-5e1de65c1e08 · outbound

This paper cites an unresolved cited work.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:44:47.595575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:40.524957Z digest=sha256:83d4fcf6683a4ff2b6cd1bc9c6f08407f315e303ffc040bd66f5da98cd13ef2b

Observation 667d7122-d571-49e2-a782-b5bf62d16217 · outbound

This paper cites an unresolved cited work.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:44:47.395875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:40.607882Z digest=sha256:dc8e7410941ce673f33a89cd49ce1f21c3108950185f20b2e15d6688d2d2cc05

Observation 4ae5417f-cbce-42f4-9d3b-93952f3c344a · outbound

This paper cites an unresolved cited work.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:44:47.185300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:40.703011Z digest=sha256:1b8fee386c544103060c4b550755f4e7e194053b96a8f4f174e39126c0738ec9

Observation 800ba633-6cc2-4094-9877-7ac6a156e8f5 · outbound

This paper cites an unresolved cited work.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:44:46.948395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:40.741048Z digest=sha256:5a3fd3a465d025abb4ec980f020852776308f4004b24b0b33cf4e2a51f4014ee

Observation b9428d9f-3426-4500-81a0-9ff987a87329 · outbound

This paper cites an unresolved cited work.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:44:46.806697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:40.828934Z digest=sha256:1bea83b38b8150c0efc65d0692615b8fdeb1567b10d4a1b99d24ce4319c0e1bf

Observation 3ddc8e5a-a643-4a17-938d-0c5aabff49ba · outbound

This paper cites Radford, J.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Radford, J

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:44:46.622951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:40.964744Z digest=sha256:4c92b736d17142d7ff9196b11695003cd2c0944fc56408dd1110afeff9835ffd

Observation 3e80c3b6-7ffa-41ba-add7-cc2b2303f6a8 · outbound

This paper cites Dyrmishi, S.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Dyrmishi, S

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:44:46.461386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:41.026968Z digest=sha256:7f788e990f6b28d8e6752e4817358f883cce216c8d4a2d598add77b889d05337

Observation 594abd37-7dd0-4cf0-b8d4-69092c2712b3 · outbound

This paper cites Mitchell, Y.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Mitchell, Y

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:44:46.299352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:41.129646Z digest=sha256:9b8bd3e16e2e671972c736d6c22b9699f382951a9857439c5294600d84c07728

Observation 3040ba6c-2149-4b5e-888e-55e7a244307e · outbound

This paper cites Gupta, C.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Gupta, C

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:44:46.110250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:41.178980Z digest=sha256:ac97612a50bd95cec57727de4271810ad3183f0c0d427519ad9bf7aeca2b1628

Observation 0518eef5-9afd-493b-bb43-cb820a396ab3 · outbound

This paper cites an unresolved cited work.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:44:45.890232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:41.283381Z digest=sha256:b85c94af45657e186f931f00f7a43d7d16ddf56f011f2845c3b3c66907c90b08

Observation 86f30450-c229-4e6e-a3f1-43b195eafafb · outbound

This paper cites Zampieri, S.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Zampieri, S

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:44:45.703389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:41.340710Z digest=sha256:651264e7a629ca316898fbc62e747fe7f6fa457d020b2565a81119b92b1a487d

Observation 74d160d4-fd44-492f-80dc-c82e9c5d4d34 · outbound

This paper cites Patwa, S.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Patwa, S

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:44:45.552084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:41.413111Z digest=sha256:9dbbc5dd2a586c10ba259825eb4914b5c5d8a8d473f98b418108bef5cf446497

Observation 734b0fc2-27ad-4163-aaca-ccb723be762a · outbound

This paper cites Gehrmann, H.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Gehrmann, H

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:44:45.353669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:41.481578Z digest=sha256:aec534c455bd44d84102e2480f4a66ef7f457e8e6adc90df7bc97b8c74030a32

Observation 141a22c9-25eb-4ca3-aea2-aeba45f0acab · outbound

This paper cites Ippolito, D.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Ippolito, D

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:44:45.178361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:41.536468Z digest=sha256:f225662e81b5356e3899d446f71db0cf7468c769316d5f912f20d0b16b54652d

Observation 119e0a14-6c93-4e2f-a1b4-f1e0896f891f · outbound

This paper cites Release Strategies and the Social Impacts of Language Models.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Release Strategies and the Social Impacts of Language Models

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-05T13:44:41.602566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:44:41.602566Z digest=sha256:cbfc56e7b8abfa51d123d3002bdc3baa7c6069fdac9fa6843a967e5a657a32a8

Observation 9b20ec35-528a-48ff-9dfa-2f9cb2ab89d0 · outbound

This paper cites an unresolved cited work.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:44:44.990415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:41.664003Z digest=sha256:6ebc1a463b5ee449614f57d270d32363c8985ccd5d9b72659e2a4562f6fa6d11

Observation 3bf2815d-24f8-49a5-bea3-794053fb1539 · outbound

This paper cites an unresolved cited work.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:44:44.822754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:41.721191Z digest=sha256:3e5d1d9227dee48e142759d964013689178be24db113f79561d321b2c1446bba

Observation 1d451abe-8d4a-41b2-b75f-f6a1447fb37b · outbound

This paper cites an unresolved cited work.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:44:44.636657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:41.791286Z digest=sha256:9a7a0bbacbaad83e1b8a348492079ba16d0700f6f0edb864e520a6948f5a299c

Observation 283a287a-a59d-4beb-9567-fd7fcd0352d3 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-05T13:44:41.909329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:44:41.909329Z digest=sha256:095b862f99f011e4a4628219a191c2d5b5d18feb64c5ea372412fe28ecc9929f

Observation 8db492b1-f6f0-4fae-808e-dda9e934ef59 · outbound

This paper cites Jiang, Z.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Jiang, Z

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:44:44.409943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:41.960521Z digest=sha256:2b2a86c6686d322c33fc8869355d0b25c50947be143fbc461905d06f5ca38fdd

Observation ed0f765c-17c1-40ff-9c40-850d8d68e25f · outbound

This paper cites JADE: A Linguistics-based Safety Evaluation Platform for Large Language Models.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models JADE: A Linguistics-based Safety Evaluation Platform for Large Language Models

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-05T13:44:42.021551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:44:42.021551Z digest=sha256:b0d1cf8a6b6aa3259a2dc25b5745ba8840b57a259e46bb55c65004abe1b8468c

Observation f64a7566-e9e6-4d39-9179-b484c31096eb · outbound

This paper cites Xiang, F.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Xiang, F

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:44:44.238016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:42.081177Z digest=sha256:cb5cea46620af46851dc744d35f6ba1aad9cd5b5d83c3374ebca0d6fe3cd77af

Observation eb567b5a-be92-48c1-9c60-9429010ca49a · outbound

This paper cites an unresolved cited work.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:44:44.058707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:42.167211Z digest=sha256:7a9b1523a0f12ead10fdb4a06b46c26c5bc63793f0207544720e2fb8678a9bfa

Observation abd64604-a92b-4bf6-adb7-bfd47f9f9259 · outbound

This paper cites Huang, Z.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Huang, Z

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:44:43.932825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:42.280553Z digest=sha256:7b6412563d46d3e2e127f2ee4601c04348027c8f29517c46397bafbdd4a8de32

Observation bce08bf8-3206-4472-a0c8-becb144e8d43 · outbound

This paper cites an unresolved cited work.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:44:43.793868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:42.430154Z digest=sha256:b326ac87a29d320f03ad09ba96a3b9faa526946ed94b31e8a3e80584be5fa0d9

Observation bc97b6c1-17a7-4ac7-ae9c-43cfdd8714f8 · outbound

This paper cites Sleeper Agents: Training Deceptive LLMs that Persist Through Safety Training.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Sleeper Agents: Training Deceptive LLMs that Persist Through Safety Training

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-05T13:44:42.510419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:44:42.510419Z digest=sha256:b997d05b2d1131ade4a107ae45b8a838564ccc972e6111ea6309a4ab4dab23e1

Observation ab287774-33e5-4f7b-b50c-296f93d4ccd6 · outbound

This paper cites BackdoorLLM: A Comprehensive Benchmark for Backdoor Attacks and Defenses on Large Language Models.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models BackdoorLLM: A Comprehensive Benchmark for Backdoor Attacks and Defenses on Large Language Models

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-05T13:44:42.571849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:44:42.571849Z digest=sha256:e10a56c0a79b86ad0a8c494638eda043cf384286e56304930e73666ffec1e099

Observation 74942efb-7b31-4065-b2ad-6aa86531e9d5 · outbound

This paper cites Instruction Tuning with GPT-4.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Instruction Tuning with GPT-4

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-05T13:44:42.673983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:44:42.673983Z digest=sha256:1343fd3b5e6baedef0c4fdf7d19a53a9031827b91c66917b949decf02f97e2a6

Observation 3767b6da-1e81-4d4a-aeb8-306581565e7e · outbound

This paper cites an unresolved cited work.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-05T13:44:42.733896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:44:42.733896Z digest=sha256:8126d76c06253cd8e4de59d4a0d145419f2077e1f5056142e49d864cbd43383b

Observation 77038c86-1a7a-4d0a-8353-dc7775480d76 · outbound

This paper cites an unresolved cited work.

Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-05T13:44:43.647654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T13:44:42.825776Z digest=sha256:16d64f511c7c9d5868922f5e80093a7dd7bb27e84ee4fb03a8d7a62a41ec5310

Pith citing papers

No inbound Pith citation observations are available.