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Paper Citation Record · LEDGER

Pruning Strategies for Backdoor Defense in LLMs

As of 17 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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.729719Z digest=sha256:0128a25c3fd42e1607a5ded78959ca3e8008273d8baf1dd9e8a3bb7828973238

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.735088Z digest=sha256:aead84a9b0b13532d80559898ff459ed20a9675cebb7d2db15bf44c4feae822d

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.748440Z digest=sha256:b523cdb1bc05029299721f1fe8ce9a566c87f6acf2162cdd230b9974ce9e3c8e

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.754020Z digest=sha256:af17482a52d747cf4f59262868391c0af652627cd7dae70667bd33192f5ea624

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.759096Z digest=sha256:ddc2ebcdf09d22aef9a6f2eb446e4513365862a95d55fc98703440c21e6720e0

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.764597Z digest=sha256:876da5356e5e093826abb166d4295e5f2654cb0f2ed6bb8b19317f73e0451a05

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.774555Z digest=sha256:d32fc6392affcf6c6fa7862bcd92b07700d92bf0232d317bec864786d26a4491

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=sha256:94088f586cbcaa4f6852ff44dabdf7935814c3776fe8545428328c7803a749f6

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:c04958dca1a25f3efcd539005713bbae27814155760001c3764af43cd36f7f97

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.789346Z digest=sha256:c92a1ce9c6c75e345f2d3f3c7216d2974239332bcf8338b890e4040f1273a282

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.794196Z digest=sha256:8e007d3523eb6c5611fd57572293dc7f8835a825994e52abb45a0d212aa14a06

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.798518Z digest=sha256:0d98e330b007ae6fe631f9ec8c3642ebc8467356afa963482c2dc6e211203d5b

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.803556Z digest=sha256:cafe34787d11a5deee5d63f7a6a6602ed4c81349623baa6cc2f24335a2b69d79

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.807854Z digest=sha256:8a38e756495a57de325fa9562ec81f0310765d818b78517906a12c1b556c269a

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=sha256:9b8d79d179f32905b2538452bbbaaf32e6c7385327cbf3758db2f2cb397a0b31

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.816507Z digest=sha256:895be62982ec10576ca681070c45c1dda199d4e8751a306b98fcdf570051617d

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:b340cf54bdd59f1f1b94b2bca195e330fc7b781a81ba001d49157d6d2073ff58

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=sha256:11996ca9af336a56edfbf90b5b86990f997e923374dc945b1e6517de42d70919

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.830236Z digest=sha256:dea315336f284d62e9f4594aeacc05ac74f23782fa63f8cd85312e10044c77d1

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.835246Z digest=sha256:2ed99c55d01681f51c853db079581b7e45fe7c6830a506e80218f46b0b4a75be

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.839075Z digest=sha256:5ada299fa4beffe8791e4baea78bd7432a2035bd6e9f2593c6406d0b3c4c2b4d

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.843313Z digest=sha256:20a7af79f216ba2e5dd5275755a5ea55c91e78e6d363afd8f091bc112f8629bb

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.847698Z digest=sha256:e17960006616133495ea93b37a90550600c4009f4bd55eea58b1ecb1d055c92b

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.855362Z digest=sha256:1517b7ad4fd01689aaae9831e33360956a2d79b90257a96d8541129499238cd8

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=sha256:804f957ef9ae76c8ae4c11cfd6eacf0e51e364954e2522f9b289d4f3231ab2ce

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.864261Z digest=sha256:ebc6bc92f13fbca1de88bfa45cd9bce52a3c454a70466b6c52a89f47f44679ff

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.868987Z digest=sha256:cc493af023477551f8d37cba0bf7a257fc94a817704354c2236e2792d5a9e11a

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.872808Z digest=sha256:048260ab8fae9ddbbde80536504d4bc9043e50761d79aa103d2826c22874d68c

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.877611Z digest=sha256:fa37881d624c2063aaeaaf4e4ee9d1f628623de1cf339c2c52b5b2a82ad497e6

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.881624Z digest=sha256:96f28d299357e0649e5d4364dfeb15a90ebf64b9065c95b4efda67f352f07e7f

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.885890Z digest=sha256:be8e7d7d34072c1ad828723f9f44112bf6769253aa84b950bbe4825da0bc8422

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:e39418c3802fc571ecd7535c27511abb117f831150616aa2d78f9c589f1bde53

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.899281Z digest=sha256:4e5158a5eb6c0d43d6bfd3a494b86ba1ff983eb607b57ef15dc0bd785f9c50e3

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.903895Z digest=sha256:79702491ab11c2a1514a00743a63a708d10c67e7883c2d96fce39bcc8259a7af

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.907814Z digest=sha256:28fca4be4ced8d86223e44345f2bc21da70f49f6f6cf85fc30a7d36ed8c703e0

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.895327Z digest=sha256:1ce1dc39aaf31b59d6329194777c45ab620b6c498b73639a278611bcb09d130a

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:fdf16b5f475df8920f4f98550434ae1dc955780445b63264dbb1c1be5fab9b3c

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.919023Z digest=sha256:385e10f258e55519703d12283974c02d0e7e747bb894082546528c701b324bca

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:ffb82a866e471e053cd666af8882e30e646921dcd57a8a1ad7b2f99a95416fcb

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.911497Z digest=sha256:7b4761b5b4d8ded1de8ce3a9bc0b5a2847f2e2aa777cfd194bd8587f748656a3

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.931190Z digest=sha256:f3e120d29983dcea67d18a5115a1cd1510afb9f919f21b72a9e2b049ea7cda8c

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.935198Z digest=sha256:f099cbe3ed0a011630f916cd460e39cbeb1255b9cf9cae4cb7f00937d475d935

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.939339Z digest=sha256:f3b30665934706b3429eb79724c1c620c5dc3c9f524f606acf4f3121c9b3311d

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.927002Z digest=sha256:b408e1875e88a5db94e3cdc159a3fbc8104c05387c018663e09fed20ffee3c9d

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.947258Z digest=sha256:c48ee57a1090bc40a488e6f24568b25559fb19eb7ca5a19a6a407db7e7aeef11

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.951743Z digest=sha256:abe267c7dca9b053fabdb046f828509e842fbae63f62e74c20ed51436da660be

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.956307Z digest=sha256:c5cf9567a985f3ed9839bb0c5314efbff5b77e9e9295579f1e59650308e4138b

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.943472Z digest=sha256:dab4a27d9b7d29dfa61bf6658e7ccf733b30ad53b6d848547291f65b7b99a548

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=sha256:80e9e2a1ed637669eaea5aba24df879176d987a40a49d9a6aa47fe0df82d138d

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.971441Z digest=sha256:a77475bbb856bf0efac77d30866dc1a68b32d6ce22b78e512dae368b60bdab20

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.960224Z digest=sha256:13e187b34f98a4764e594af5d89e161e11fcb34e7a6ba5e5f40077abf57ac649

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.851544Z digest=sha256:461c02ee0399f24f94c233d912a06344aaa6aba6a06e381ec3e161f0ef74f829

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.743011Z digest=sha256:6afa1d5fd7b1943479e135ec59f7e71585642b3578efd186b86175d978817edb

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T15:19:14.769804Z digest=sha256:b5de223e88b2710a5a6639c98256b1a8c233d2c519e1b69650b5b079796ebcd3

Pith citing papers

No inbound Pith citation observations are available.