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Paper Citation Record · LEDGER

Pruning Strategies for Backdoor Defense in LLMs

As of 9 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2508.20032.

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

pith.paper-citation-record.v1
2508.20032 v1

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:19:14.971441Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

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

measured 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

54 of 54 outbound references displayed

  • verified exact4
  • verified fuzzy2
  • unresolved47
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ae803f2d-4df1-4472-ae6c-56fd6b49b7eb · outbound

This paper cites an unresolved cited work.

Pruning Strategies for Backdoor Defense in LLMs Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:15.710121Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.729719Z digest=sha256:e5771286ed22017173e6af4b7209f074fe83ca667c2b0e34cd2aeb91b22dd51e

Observation 507a43b9-9b9f-4e31-a3df-278feb00a4cc · outbound

This paper cites an unresolved cited work.

Pruning Strategies for Backdoor Defense in LLMs Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:15.695970Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.735088Z digest=sha256:df83dd5a3459491f9c0e3ca3b8f267a918e5e869efc515cdc3b1d449798933b5

Observation f8b3ff1d-e5aa-4137-98aa-810976f834eb · outbound

This paper cites an unresolved cited work.

Pruning Strategies for Backdoor Defense in LLMs Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:15.666229Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.748440Z digest=sha256:6a6541c56717bf4b5473207179a82a0e440e35869113ccf044c5dfde2e21e84a

Observation d5d53836-9ec4-47fa-af9d-1a01fdc879a3 · outbound

This paper cites an unresolved cited work.

Pruning Strategies for Backdoor Defense in LLMs Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:15.653059Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.754020Z digest=sha256:fe843e92fd0759b4d73da7a5b9f45e3eccc5b50c39a753149371c1a938dddbeb

Observation 26c07fa1-8830-4bdc-9823-086f8d32cb6f · outbound

This paper cites Cascalheira, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi, and Jillian R.

Pruning Strategies for Backdoor Defense in LLMs Cascalheira, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi, and Jillian R

Reference 5

Resolution
verified exact
doi, observed 2026-08-05T15:19:15.010817Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.759096Z digest=sha256:1bb1cc149f576d82090325f1b74b9090a70b2afa6f702c58d164472521e14d00

Observation bb39886d-19fd-464b-b7ea-4c8331fdc7b4 · outbound

This paper cites an unresolved cited work.

Pruning Strategies for Backdoor Defense in LLMs Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:15.639951Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.764597Z digest=sha256:a8f18f3249d8a09d39629931d05400d130036e3cff328136126d776c4325757c

Observation f85f9f02-2e43-44b3-b70e-4d2df32c425d · outbound

This paper cites Predictive Insights into LGBTQ+ Minority Stress: A Transductive Exploration of Social Media Discourse.

Pruning Strategies for Backdoor Defense in LLMs Predictive Insights into LGBTQ+ Minority Stress: A Transductive Exploration of Social Media Discourse

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-08-05T15:19:15.144763Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.774555Z digest=sha256:ce3a9d4ea43b9d29ef835168beafed1d3cd591315a754d794398b7ce0e860993

Observation 40b582cc-a459-44dc-b966-916f260bc0df · outbound

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

Pruning Strategies for Backdoor Defense in LLMs BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-05T15:19:14.779064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:19:14.779064Z digest=sha256:178cc4993f7adfd342bab6cd96b62d82850c4b601c38953999b933a6b6c74173

Observation 596aac80-f3eb-48c6-9f1a-a27337aabd92 · outbound

This paper cites an unresolved cited work.

Pruning Strategies for Backdoor Defense in LLMs Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-05T15:19:14.783762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:19:14.783762Z digest=sha256:614a128c6444ae08fdfe321866363fe3d4b5054d02fcdc18b168b9b63c302833

Observation bdd31919-30d9-4b2c-9ad4-1f7c01197dc3 · outbound

This paper cites Stochastic Activation Pruning for Robust Adversarial Defense.

Pruning Strategies for Backdoor Defense in LLMs Stochastic Activation Pruning for Robust Adversarial Defense

Reference 10

Resolution
verified exact
local_arxiv, observed 2026-08-05T15:19:15.112206Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.789346Z digest=sha256:e327b797d439193062cd5c6cd2f53f86a8e83e94f87217bd16f338802501f7b3

Observation 0db53b7c-eda0-4b58-821a-d0dc5b8aa102 · outbound

This paper cites an unresolved cited work.

Pruning Strategies for Backdoor Defense in LLMs Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:15.618829Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.794196Z digest=sha256:3306fb2af1610a709292a5c9f63cfe00fd0b1e95badc501d9dbd67dc2558f8dd

Observation ec1e1b94-d6ec-4425-a5a0-d7b40cac9e33 · outbound

This paper cites an unresolved cited work.

Pruning Strategies for Backdoor Defense in LLMs Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:15.606755Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.798518Z digest=sha256:d89812c9f1384bc28d7922fb98f497e751e42f16166e4438dfb9d248b73a6887

Observation 402600e4-9363-43b8-8f47-f94881283da7 · outbound

This paper cites an unresolved cited work.

Pruning Strategies for Backdoor Defense in LLMs Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:15.593581Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.803556Z digest=sha256:8b92cbc59c348f9ff275a3e543d8210d6004057d8553fc89617dbbfef09c0de5

Observation f3b7be44-4436-4272-9f97-cb2dcf8266ae · outbound

This paper cites What Doesn't Kill You Makes You Robust(er): How to Adversarially Train against Data Poisoning.

Pruning Strategies for Backdoor Defense in LLMs What Doesn't Kill You Makes You Robust(er): How to Adversarially Train against Data Poisoning

Reference 14

Resolution
verified exact
local_arxiv, observed 2026-08-05T15:19:15.093705Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.807854Z digest=sha256:6195bbdacb32a4dc7ad160840605859da0be2df56cea82be0e329994284458cb

Observation d6ceb00d-2003-44ef-afb6-6ff19ce8cb48 · outbound

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

Pruning Strategies for Backdoor Defense in LLMs BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-05T15:19:14.812171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:19:14.812171Z digest=sha256:753b850f163acf1f13ed6a986adf81817eaf884d3067b405d231f95fdd8488ee

Observation 8841a354-bb39-42b1-85dc-d6f70323bb3e · outbound

This paper cites an unresolved cited work.

Pruning Strategies for Backdoor Defense in LLMs Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:15.580860Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.816507Z digest=sha256:2b60aa984de88f8322e407cd2f922f9d15e95a8c2260117f99c1edfbc2edaa5c

Observation 761f09e2-6e02-4dbd-8065-482c0c401fcc · outbound

This paper cites Universal Language Model Fine-tuning for Text Classification.

Pruning Strategies for Backdoor Defense in LLMs Universal Language Model Fine-tuning for Text Classification

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-05T15:19:14.820592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:19:14.820592Z digest=sha256:241daa4dfc266fe437a97bd6abcac6dc1b846d50d038e491f0a5904b5b17f767

Observation a521e85b-7b41-4784-af85-e7f92484a749 · outbound

This paper cites Vaccine: Perturbation-aware Alignment for Large Language Models against Harmful Fine-tuning Attack.

Pruning Strategies for Backdoor Defense in LLMs Vaccine: Perturbation-aware Alignment for Large Language Models against Harmful Fine-tuning Attack

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-05T15:19:14.824759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:19:14.824759Z digest=sha256:77c3a5487256387a40b27954c2a0f6c8bf913df183d5624dff5eb7ada7834ff1

Observation 266468da-2eec-4ce4-8f59-3e6fa7d3f5f4 · outbound

This paper cites an unresolved cited work.

Pruning Strategies for Backdoor Defense in LLMs Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:15.569000Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.830236Z digest=sha256:46d7450de5fef59ea8f9057d1b8bce15d559660d16dcebcb750ed4fdac520364

Observation db61d2f2-eeb6-4121-ab4e-1c500377e9ff · outbound

This paper cites an unresolved cited work.

Pruning Strategies for Backdoor Defense in LLMs Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:15.556974Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.835246Z digest=sha256:8abbde1689ba9676a1b8f65c76ee9fc0b3d2c1e76929af7b4e83c0b40e3bb576

Observation 7c5d35d8-34d9-46c7-920e-91358435ed42 · outbound

This paper cites an unresolved cited work.

Pruning Strategies for Backdoor Defense in LLMs Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:15.544592Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.839075Z digest=sha256:da8c75d61282b976595674478ccccf1c4d2b72b5f6fd69eae201847fdd38adbd

Observation 4961e8b8-cda6-4e49-ba58-8b3ab0cd8161 · outbound

This paper cites an unresolved cited work.

Pruning Strategies for Backdoor Defense in LLMs Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:15.533353Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.843313Z digest=sha256:a0eb14461ffef11e58059095230578d2a7bf2d1970b7827b91ddc881fe3bf8f7

Observation d39768b3-f1ed-46a5-b16d-1472db0e33f5 · outbound

This paper cites an unresolved cited work.

Pruning Strategies for Backdoor Defense in LLMs Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:15.521608Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.847698Z digest=sha256:7e732809d201705adb7cbfc8d22181e8396c283b959041f4c2db6164b42767a0

Observation a366e211-6650-461b-9dd4-02c3b7f75f70 · outbound

This paper cites an unresolved cited work.

Pruning Strategies for Backdoor Defense in LLMs Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:15.495978Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.855362Z digest=sha256:9610e26371b0d92257185ba53c3f2af666a3756ff33eb95fb4aebbdc603b89d4

Observation 7b4a3f9d-1a8c-43fd-8c58-31beff3269a9 · outbound

This paper cites LoRATK: LoRA Once, Backdoor Everywhere in the Share-and-Play Ecosystem.

Pruning Strategies for Backdoor Defense in LLMs LoRATK: LoRA Once, Backdoor Everywhere in the Share-and-Play Ecosystem

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-05T15:19:14.859443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:19:14.859443Z digest=sha256:5a72e3b6fbe2c1d94335076e3867d5a93ebb09e86a8978cf5b8a5f4b802f01fe

Observation e193f694-a7e2-4ac0-842f-b51187322e81 · outbound

This paper cites an unresolved cited work.

Pruning Strategies for Backdoor Defense in LLMs Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:15.481848Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.864261Z digest=sha256:8e8a4813b86bada4079efc049dcd7f6200affdfff3f638934a9b5899ad3e2cd6

Observation cdcddaf5-e08e-45fb-8fe4-248522033124 · outbound

This paper cites an unresolved cited work.

Pruning Strategies for Backdoor Defense in LLMs Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:15.468197Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.868987Z digest=sha256:c5761ee70e63f4d9227d0c50c790ba1cf5e6e89d9c64f56d24040ebeccdcf0fb

Observation b5ace3f4-f10a-4df3-9b14-9fcfc9b01b28 · outbound

This paper cites an unresolved cited work.

Pruning Strategies for Backdoor Defense in LLMs Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:15.453899Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.872808Z digest=sha256:231fc6f1a5610394ca5777b7eca5187e551441c3352f62a097e43f3ed0e9e274

Observation 53d1bfe8-8053-41f9-b7a6-b23d340b443d · outbound

This paper cites an unresolved cited work.

Pruning Strategies for Backdoor Defense in LLMs Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:15.441514Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.877611Z digest=sha256:0f9d8d2c7a3ca8d84031ca834c31bd3ad1e5ee55700db5849bdddbd9fb443b0a

Observation ce186748-0e3d-454a-b7d7-5a91f97ff0b5 · outbound

This paper cites an unresolved cited work.

Pruning Strategies for Backdoor Defense in LLMs Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:15.428584Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.881624Z digest=sha256:a306f24de50a0cf01f82d570de4f605bbcd1386359e3b897b52fd78fe57111f9

Observation 39c95916-c3b9-4072-ae6d-9e8dc2399d4d · outbound

This paper cites an unresolved cited work.

Pruning Strategies for Backdoor Defense in LLMs Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:15.416510Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.885890Z digest=sha256:e3582e08accb402aacd49b4c222ae8573ff8f31b0612f4bb316f5cb38b7573f5

Observation cd5fd5cc-eb9d-4ef8-b180-46b25cef324a · outbound

This paper cites an unresolved cited work.

Pruning Strategies for Backdoor Defense in LLMs Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-05T15:19:14.889869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:19:14.889869Z digest=sha256:4467da9b656645c46247bddaeb408710327f88bdb6d1d1686871bb358725abb3

Observation 63851699-74cc-4314-bcdd-fd5af9d2956b · outbound

This paper cites an unresolved cited work.

Pruning Strategies for Backdoor Defense in LLMs Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:15.380022Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.899281Z digest=sha256:ba1e762d02906e2baad34ace1b0a4d8b99f5ddb67aa3f2696458fb3f06323fdf

Observation fe4ddf1f-333d-4953-9d17-4ab3deaae768 · outbound

This paper cites an unresolved cited work.

Pruning Strategies for Backdoor Defense in LLMs Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:15.366996Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.903895Z digest=sha256:1fc4ddcb6b10dff4db91b9c66800ebd85ae37cb8c860b69b028ff4f91632d65e

Observation b1e41657-b138-46d8-a094-04f13572150a · outbound

This paper cites an unresolved cited work.

Pruning Strategies for Backdoor Defense in LLMs Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:15.353001Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.907814Z digest=sha256:e817b34e3b184db414b784306e6eac88398787f213e2a32ad12431b3a376c55e

Observation 5a265451-715a-4d78-b4aa-2d8954c412e0 · outbound

This paper cites In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing.

Pruning Strategies for Backdoor Defense in LLMs In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:19:15.394188Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.895327Z digest=sha256:2f7d2fea301a140599cb3b5a0e8676de2c01099c680e13fe1cba073254507f7b

Observation 253846d8-793d-42df-9eff-a667cd9588d7 · outbound

This paper cites an unresolved cited work.

Pruning Strategies for Backdoor Defense in LLMs Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-05T15:19:14.915398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:19:14.915398Z digest=sha256:f9cb820522e28b6578faf33b236330565b967212f0f788c8572924bfaf589473

Observation 7a7e6fd8-2cb7-453e-81fe-a02206a33fde · outbound

This paper cites an unresolved cited work.

Pruning Strategies for Backdoor Defense in LLMs Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:15.318619Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.919023Z digest=sha256:54a070f8c012a878e5be2b51822092c0921be192e8e1f5214518dee59eb7cb3c

Observation 6cbef304-267f-49e6-968d-355c759daa33 · outbound

This paper cites an unresolved cited work.

Pruning Strategies for Backdoor Defense in LLMs Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-05T15:19:14.922622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:19:14.922622Z digest=sha256:5d35fa07aeb648b5379bbafffef3dfd8df291db57a8400b1ce917c310480f33a

Observation 6c3542e2-d75b-46d7-a0dd-fb8faa309ecb · outbound

This paper cites an unresolved cited work.

Pruning Strategies for Backdoor Defense in LLMs Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:15.340738Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.911497Z digest=sha256:bee877162420760f24ac8ca4a53596bb5a6fbdada4f6261f93441d44c04de9ec

Observation 1359caad-d45b-43c6-8b50-a170cc0de521 · outbound

This paper cites an unresolved cited work.

Pruning Strategies for Backdoor Defense in LLMs Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:15.281575Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.931190Z digest=sha256:c8df845ad3dceda17f336a4e9eb4d8e5cd930fb69ce10515eb59ec6352f5af8b

Observation b181862d-faf3-4d40-aa05-6c2b8c816ea9 · outbound

This paper cites an unresolved cited work.

Pruning Strategies for Backdoor Defense in LLMs Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:15.267146Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.935198Z digest=sha256:668b0da7de3ecbd468519101909c66269c89676667186def8d05396d8a1bbf39

Observation 8742ec3c-5cc5-46f3-b557-f59d752f21ab · outbound

This paper cites an unresolved cited work.

Pruning Strategies for Backdoor Defense in LLMs Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:15.253882Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.939339Z digest=sha256:1588d708c958e937c052c0ad7999f814d60159b5e667639a6bdd37cb8a32bc30

Observation 5a85e583-cd30-4bf8-a812-c9abd4e5f685 · outbound

This paper cites an unresolved cited work.

Pruning Strategies for Backdoor Defense in LLMs Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:15.297630Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.927002Z digest=sha256:03b253b918d1e2e4fd73c1845f29594d8d5de3c275fea43c3549c200195cc5c9

Observation e7581ca0-661a-4956-9999-d6a3fa18b32d · outbound

This paper cites an unresolved cited work.

Pruning Strategies for Backdoor Defense in LLMs Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:15.228716Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.947258Z digest=sha256:8e6229ef836912975c8d15fc061c790bcf3af70c745050bd19ef589040517def

Observation 5579497a-34b9-4a1a-8d11-f566001d82da · outbound

This paper cites an unresolved cited work.

Pruning Strategies for Backdoor Defense in LLMs Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:15.215881Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.951743Z digest=sha256:191d04e110568059157842bb15846a55f183fbea4ab50325c14be503e799c744

Observation 58588bb2-aae2-4444-812d-93b2ad3cb090 · outbound

This paper cites an unresolved cited work.

Pruning Strategies for Backdoor Defense in LLMs Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:15.203320Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.956307Z digest=sha256:fe12dc1dc00edc6e86056b47ea84abdad2b5d1bade7ec9ef1d17593cf21db498

Observation 46ffaa2b-238a-4f91-9deb-c5997f241e52 · outbound

This paper cites an unresolved cited work.

Pruning Strategies for Backdoor Defense in LLMs Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:15.241753Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.943472Z digest=sha256:024d84482c53be911f380a6913f4935621040da43262ba5a343d3306c3920900

Observation 8d51b139-481e-43b1-bf9d-9c91d0e3fa7d · outbound

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

Pruning Strategies for Backdoor Defense in LLMs A Survey on Backdoor Threats in Large Language Models (LLMs): Attacks, Defenses, and Evaluations

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-05T15:19:14.965446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:19:14.965446Z digest=sha256:23e2ec69b62aabdb9ff9f2287184b1d7b39849828e0f73ea95ae2154f25cf5c6

Observation 641e53b3-e991-4afe-b14d-7f2d21a56a95 · outbound

This paper cites an unresolved cited work.

Pruning Strategies for Backdoor Defense in LLMs Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:15.176663Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.971441Z digest=sha256:739d8de168a917c258585e7c774089a644b158ffdb6f7df88a6e6ed3198c583c

Observation 5dd2cfe4-8a4d-4828-b93c-bf1b95f1c481 · outbound

This paper cites an unresolved cited work.

Pruning Strategies for Backdoor Defense in LLMs Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:15.190637Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.960224Z digest=sha256:9c9a652e1b3c0371365e721164b00c1720c27794f1c27ab886708445b634a403

Observation 457e80c9-47d6-4852-84d8-bae6ce266a23 · outbound

This paper cites In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing.

Pruning Strategies for Backdoor Defense in LLMs In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing

Reference 2021

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:19:15.508718Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.851544Z digest=sha256:a15272f9ad18e5acadcf0a3e2520a041c8ac95130dc24d00325d459043639791

Observation 03d9c0df-3ea4-4764-9e36-3b0c2e3674a7 · outbound

This paper cites an unresolved cited work.

Pruning Strategies for Backdoor Defense in LLMs Unresolved cited work

Reference 2023

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:15.679963Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.743011Z digest=sha256:805807c6496aedc007f052574e4532258301abed8c9b9f37196385d4abe12fa6

Observation a71e1e8b-5e56-4674-991d-8db50a18e29a · outbound

This paper cites Advancing Hate Speech Detection with Transformers: Insights from the MetaHate.

Pruning Strategies for Backdoor Defense in LLMs Advancing Hate Speech Detection with Transformers: Insights from the MetaHate

Reference 2025

Resolution
metadata mismatch
local_arxiv, observed 2026-08-05T15:19:15.163700Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T15:19:14.769804Z digest=sha256:bbf4e4470ae4746b490f1d0c4fc07749f3cbbef5b8b86512d6cd9a942b3209e8

Pith citing papers

No inbound Pith citation observations are available.