Pith. sign in

Paper Citation Record · LEDGER

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning

As of 18 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2607.19894.

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

pith.paper-citation-record.v1
2607.19894 v1

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T11:29:59.849129Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

55 of 55 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved53
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 82d4fcc1-763a-4717-820a-530374cf677e · outbound

This paper cites Refusal in Language Models Is Mediated by a Single Direction.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Refusal in Language Models Is Mediated by a Single Direction

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:53.493190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:53.493190Z digest=sha256:c241141b035adfe29cf928ac2c09717aa176da0c6874caf9f7e3bf45873f20b9

Observation 20715192-0f66-4835-9d45-64c392583350 · outbound

This paper cites an unresolved cited work.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:53.613204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:53.613204Z digest=sha256:324c20f2d403db4e384499618a8811ccffa34692d0c65daaeef71b23f6fd4a5b

Observation 619a8587-4739-4d94-9f10-d7ad590721eb · outbound

This paper cites Benchmarking Ethical and Safety Risks of Healthcare LLMs in China-Toward Systemic Governance under Healthy China 2030.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Benchmarking Ethical and Safety Risks of Healthcare LLMs in China-Toward Systemic Governance under Healthy China 2030

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:53.798799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:53.798799Z digest=sha256:cb8ccb9acaf2ea303effe483ac99a63dc5039f3bb8eb78f651de9a5c5bb4349e

Observation 0df5c351-97d9-4165-bd1c-a262ca486783 · outbound

This paper cites an unresolved cited work.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:53.909036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:53.909036Z digest=sha256:9898c2d5745002ec8de7f9e01eea46ad84d41716b2adecc84a2c49a4bd419c62

Observation 01c18020-6f22-44a6-b176-6967213a4c85 · outbound

This paper cites JailbreakBench: An Open Robustness Benchmark for Jailbreaking Large Language Models.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning JailbreakBench: An Open Robustness Benchmark for Jailbreaking Large Language Models

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:54.038302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:54.038302Z digest=sha256:a3478d9d95e3bbf2b15cce419f3aa88391f559f539225a84fab7d5e638c73c6c

Observation b6e502a6-7189-4a6c-9373-b4e9a8aa7472 · outbound

This paper cites an unresolved cited work.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:54.191734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:54.191734Z digest=sha256:8262e331bb7a68e7b39515cfcdacf7ba2ad5755befae9403827c885dea0a5f3e

Observation 2d5a785c-d638-43af-9bff-a6476cca8247 · outbound

This paper cites an unresolved cited work.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:54.498539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:54.498539Z digest=sha256:de7d045311c8e1bb0a93c0067311d2e78ed9b125d23fc30f06cf5e5b9b673e5a

Observation c871d7c6-ada6-4d62-aefb-cff36c515455 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Evaluating Large Language Models Trained on Code

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:54.678035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:54.678035Z digest=sha256:c60a25d63ba62718d98558215d8e6d50e660dcba3eb47544dab49b19c9901d7e

Observation cbf674b6-d718-44b6-8179-0d2c47ba0d46 · outbound

This paper cites an unresolved cited work.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:54.835954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:54.835954Z digest=sha256:61e9306ef6009ef9c47ef755398331e4b5906cd8a514208a6b9d51453f287ed9

Observation 84f3b0e1-ca6a-4e1e-99f3-66bfa1cd67b7 · outbound

This paper cites an unresolved cited work.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:54.993892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:54.993892Z digest=sha256:1fc7221f291afd587724900e5a1bb43d29c8cf2a75ca40e79e4c915b7eebebd8

Observation fff95fa3-86a0-4a0e-a5c8-ab9dbdbc627d · outbound

This paper cites an unresolved cited work.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:55.092884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:55.092884Z digest=sha256:3876921d88786f284d6634ef8b163a23ef7396b737cf16a1fc4304f93eeed67d

Observation da1b4751-69fd-4935-9e6a-49efdbfb6d9e · outbound

This paper cites an unresolved cited work.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:55.224240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:55.224240Z digest=sha256:8676d8d35575f771ba302132a5504aeebcc4307b82b2c280256781dc28d18cf8

Observation b1848a3e-9239-415b-ac57-ee2ab0402777 · outbound

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

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Sleeper Agents: Training Deceptive LLMs that Persist Through Safety Training

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:55.300561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:55.300561Z digest=sha256:7a14278e8cf25bea038f1d11a11d4f9e2738c5d261d865de0eb7957166e3f5a0

Observation 5c4aa29a-72e3-4562-89ae-0cbbc73cc1d3 · outbound

This paper cites What Makes and Breaks Safety Fine-tuning? A Mechanistic Study.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning What Makes and Breaks Safety Fine-tuning? A Mechanistic Study

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:55.413383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:55.413383Z digest=sha256:19d513a497bccee474b7cf8597700816b8f4e284c10da1e1327316b4159d540b

Observation edc62dff-e53d-4930-88aa-489165432458 · outbound

This paper cites an unresolved cited work.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Unresolved cited work

Reference 15

Resolution
malformed identifier
no resolver link, observed 2026-08-01T11:29:55.579814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:55.579814Z digest=sha256:3f063915f0f0f71799dcff021dd8f793d22fa35a4926ec840e1ce8bfcd277cbe

Observation 71a845be-255f-4fcb-b9d2-3d9b89a7caa0 · outbound

This paper cites Obliviate: Neutralizing Task-agnostic Backdoors within the Parameter-efficient Fine-tuning Paradigm.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Obliviate: Neutralizing Task-agnostic Backdoors within the Parameter-efficient Fine-tuning Paradigm

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:55.720222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:55.720222Z digest=sha256:4e222a5d17831f8e2f451a912eb64269b22553f758788a1ad8bd98d11a66c77c

Observation 4f077a8f-1203-4cba-a65a-f28d099fbb70 · outbound

This paper cites Simulate and Eliminate: Revoke Backdoors for Generative Large Language Models.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Simulate and Eliminate: Revoke Backdoors for Generative Large Language Models

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:55.862558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:55.862558Z digest=sha256:663562d079b9eecabbc3d550959dd87d18670ecd02a34c3999ef1c55908fbc9d

Observation 4946c375-ab19-4105-a6ac-baff40de3650 · outbound

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

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning BackdoorLLM: A Comprehensive Benchmark for Backdoor Attacks and Defenses on Large Language Models

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:55.972004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:55.972004Z digest=sha256:6f32995120021f50b670739b3824a47fc22a71c063dac7e538e61ab8abcc4151

Observation 68b8b37a-564a-41d5-9e55-0bd5a8ce7961 · outbound

This paper cites Backdoor Learning: A Survey.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Backdoor Learning: A Survey

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:56.032377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:56.032377Z digest=sha256:10a0ac7ee544c93d691f758da1d4528937146495e901b18fc6d79190967fed1c

Observation d982531b-345e-4822-997a-278aa561eb02 · outbound

This paper cites an unresolved cited work.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:56.082576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:56.082576Z digest=sha256:d18213522395338aae27174a0e1a462fa670c098c52aa22d64c0996708c9aae7

Observation e07b3c44-2712-4c41-9012-29fe9c9ee2be · outbound

This paper cites an unresolved cited work.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:56.142130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:56.142130Z digest=sha256:8a9ee38a016e979f844bc2410820bc09b0964d410bf228f4d54fe23fe4b77eec

Observation 5b21b99f-d112-42aa-9cf7-272eca7c3d07 · outbound

This paper cites an unresolved cited work.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:56.276917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:56.276917Z digest=sha256:7341092ce800d1b2a2ad2b5f4ab8bb0f8f27af5f453da62b8fb7714b4d86a253

Observation 525e28e2-1d08-4ccd-af14-688a8bd758ab · outbound

This paper cites an unresolved cited work.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:56.318914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:56.318914Z digest=sha256:8aebf91e0b6e539ae3b4841b3d0f74a13c6c6085b49983ca6f2de3aa72f3100b

Observation 60c08a03-6604-435b-b123-9b5b8bce9c29 · outbound

This paper cites The Llama 3 Herd of Models.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning The Llama 3 Herd of Models

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:56.468318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:56.468318Z digest=sha256:f93c0ef336b079f3c2894577eb87e37a008cb72702cd28af00a0b2e5135c29dc

Observation fa4becda-c286-40f7-91df-7d79f77b582e · outbound

This paper cites HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:56.605568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:56.605568Z digest=sha256:fcba95364efd9d1779d45ac3e1b99247deee44c90422ddd164c92d90828a68c7

Observation 85808b12-89be-4f0a-a467-98805d8fe609 · outbound

This paper cites an unresolved cited work.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:56.719803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:56.719803Z digest=sha256:74bab1912fee1ad550e03a381da2b849a4d1b73ab0c20131a68a25ad0893b95a

Observation cbc2864c-1d05-4c2d-b2a8-8d69be05f222 · outbound

This paper cites an unresolved cited work.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:56.837050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:56.837050Z digest=sha256:429c92f1ff7c443a045a8ee45c1412378b4664f181e084bfd20371fa9446ad83

Observation 2407118b-d9fe-4484-bf2d-ab28c66ea22a · outbound

This paper cites an unresolved cited work.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:57.042132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:57.042132Z digest=sha256:e7daf649d1edd6fc04db74e1dadbbef68810411a3ad66b502133711a4e79a15a

Observation 39871fb6-3add-4d8d-ac04-57159070fb3a · outbound

This paper cites Competition Report: Finding Universal Jailbreak Backdoors in Aligned LLMs.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Competition Report: Finding Universal Jailbreak Backdoors in Aligned LLMs

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:57.260257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:57.260257Z digest=sha256:40b3291377ea5452dee470a12cddbb2656d814554d11656797c985f32f388764

Observation e024ed4b-f233-458c-96fa-5ba6d9844d57 · outbound

This paper cites an unresolved cited work.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:57.376060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:57.376060Z digest=sha256:3eaff54974d19a0c7d8ebee4fef07de6051752c1c74b5e11f816ab9af6354f78

Observation 2f123e71-8366-4872-a19e-88d9efd701e2 · outbound

This paper cites an unresolved cited work.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:57.527857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:57.527857Z digest=sha256:1d50dcc173613a711c3af55cb9c3417dc16184867ae72789008ea0deb12a80c7

Observation dc1e4b71-f88c-482d-8542-772a47378e7c · outbound

This paper cites an unresolved cited work.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:57.634275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:57.634275Z digest=sha256:622f05b37b266b8d06a3833886b80873c6c8d5875054a144aafc3957bfba874c

Observation a0b685dc-84c3-46c4-9904-b8a686217417 · outbound

This paper cites Do LLMs Give Psychometrically Plausible Responses in Educational Assessments?.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Do LLMs Give Psychometrically Plausible Responses in Educational Assessments?

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:57.757536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:57.757536Z digest=sha256:790947b0f4d9cf6cae42469ac91b4364c187759e7da8a628a796339041a713f3

Observation 4727eb77-d87c-4870-bd36-a7c795891106 · outbound

This paper cites Hashimoto.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Hashimoto

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:57.865622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:57.865622Z digest=sha256:0cd7940c4bdfecfded89cde822eb91d7b2491f94071591cd20884317df9b8c0b

Observation c86793c6-f999-453a-8dbe-ca816981f32a · outbound

This paper cites an unresolved cited work.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Unresolved cited work

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:57.997046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:57.997046Z digest=sha256:421eadd1359e498ad4db3350bd4da00436dead61e8f563ea8024ae3ad8ee115f

Observation 25332039-d7f7-4fcc-b0d4-45e7f1744ae4 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:58.133953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:58.133953Z digest=sha256:2d7e48f062dffa96351fbf78aca84300ff271aca052ef1e5c6e90396b88a3ddb

Observation 93f58dd7-6c7b-4874-baa7-d94b7acd655d · outbound

This paper cites an unresolved cited work.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:58.236745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:58.236745Z digest=sha256:a07be581a59ad09f3870d10d4b3c36304b86fcccaac526a317149622bbd7ef22

Observation 5d366c9a-63ee-4782-8d6a-771ca919739b · outbound

This paper cites an unresolved cited work.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:58.298514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:58.298514Z digest=sha256:8c6572ddaa03bb33931802af092ad5a68dee4cef7e7b0b098f03cdec43d872bb

Observation 6ee32c6e-92a2-46b8-b848-3f6f1b895e05 · outbound

This paper cites harmless.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning harmless

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:58.353101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:58.353101Z digest=sha256:42f6aa35638b51452c535f29d971f49c4a886465feea277a92e473eb5fe63878

Observation e218dc88-4cd3-4a16-bf8d-90f8e76b2a5f · outbound

This paper cites an unresolved cited work.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:58.432753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:58.432753Z digest=sha256:c3c5f15f48e04770a351a52dd23456e7ff431b26ba6ecd69e75ffac6d5ce5d56

Observation c976e2e9-1eab-4c5c-a40e-f4477618b7f8 · outbound

This paper cites Logicbreaks: A Framework for Understanding Subversion of Rule-based Inference.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Logicbreaks: A Framework for Understanding Subversion of Rule-based Inference

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:58.514341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:58.514341Z digest=sha256:d7cbf285fa3044c4674226f31602135be8275d82a213b065c05fe0a170a26fc7

Observation aa50889b-5f43-45a5-865a-a717a0eaff0a · outbound

This paper cites an unresolved cited work.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:58.571643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:58.571643Z digest=sha256:ffb71ed53a482dc92db03cd30706d0cf8bc8aa4766b6ddd367ebb7e8117ee541

Observation e4470601-fbc8-47e8-b57f-e4d4eb203b91 · outbound

This paper cites Qwen3 Technical Report.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Qwen3 Technical Report

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:58.625347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:58.625347Z digest=sha256:d49ef859bf10b9a5bfaf11681d5df98e21586b216578fc1688cd61f1470a1f31

Observation be5d3bc8-e645-423f-800b-644f621e9899 · outbound

This paper cites an unresolved cited work.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Unresolved cited work

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:58.737731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:58.737731Z digest=sha256:0e977e56972c22c3d1046cca9a09a172b6bf46bb7d6d3ddcf916255c064fd4bf

Observation 8e6ed96e-a133-462d-9a95-08f1be38a5e7 · outbound

This paper cites an unresolved cited work.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:58.899735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:58.899735Z digest=sha256:069547c016bde9b56407395a1b0b03b48395f2494448a4fd8e5339c145535c47

Observation 812a3701-fcc6-45d4-839f-cd1f6ee36408 · outbound

This paper cites an unresolved cited work.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:59.049056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:59.049056Z digest=sha256:357e4198714385856d98146b5b533559274c0d9c2a344cc12c3f75d5a477cb8e

Observation 5aaf4668-3f22-46b9-8ba4-c1334c395667 · outbound

This paper cites an unresolved cited work.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:59.210294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:59.210294Z digest=sha256:4c229f83c82e2299cb3de388ce4e75ce280725a9ebb7225611455436d01c3f73

Observation cd838cba-6ee8-4afa-bb92-d9d36134d3c8 · outbound

This paper cites an unresolved cited work.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:59.377252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:59.377252Z digest=sha256:82008b1d9694948e1d4f81f0eec6ad446178b130038c79bea9976a4c59c80f1a

Observation c1205005-dc96-417c-bfcc-fa32626eb046 · outbound

This paper cites an unresolved cited work.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:59.552640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:59.552640Z digest=sha256:170b59e79603feb9e4f406d9271c1c5c047554dcf003b8a2f187b1f96eb3c467

Observation 4dbfae39-5022-4755-a187-2d362d8d0b70 · outbound

This paper cites DPPA: Pruning Method for Large Language Model to Model Merging.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning DPPA: Pruning Method for Large Language Model to Model Merging

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:59.670211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:59.670211Z digest=sha256:3bf6ba4ae8aeb617bad7490b6093e9a1e250cec7ce5803d2afa432d23485fbfe

Observation 2913b263-fb1e-4add-8d48-05e7a6084cd1 · outbound

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

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Universal and Transferable Adversarial Attacks on Aligned Language Models

Reference 51

Resolution
malformed identifier
no resolver link, observed 2026-08-01T11:29:59.849129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:59.849129Z digest=sha256:c1b71c3ef4d65c322896ecab508216823bdabc272d6a36c4acc68fa634907aa4

Observation 170cc7d5-db55-4035-b849-cf8fa8f07e85 · outbound

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

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning ONION: A Simple and Effective Defense Against Textual Backdoor Attacks

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:57.154055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:57.154055Z digest=sha256:62801fd6bd3231e42bf249aeb3769e4d02983dc8324ce6eca65cfbc92a70b759

Observation ba7d909d-3799-4b4f-b17d-ea1d7bdd4e79 · outbound

This paper cites Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:56.213287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:56.213287Z digest=sha256:5c23399f44e5dd1990ff5f201ba028d224ab9755a51e975ee4e5943ef6699fbc

Observation 2c35db35-63d8-4cde-9449-c330785a78dd · outbound

This paper cites https://transformer-circuits.pub/2022/in-context-learning-and-induction- heads/index.html.

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning https://transformer-circuits.pub/2022/in-context-learning-and-induction- heads/index.html

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:56.928660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:56.928660Z digest=sha256:671a016bd723e1d1533b75a91cdc91f924f9fc7f078ac13bb421b954bc473295

Observation 15578e70-d599-4302-9657-23c5a590bb19 · outbound

This paper cites InProceedings of the 34th ACM International Conference on Information and Knowledge Management (Seoul, Republic of Korea)(CIKM ’25).

Defense Against LLM Backdoors using Critical Neuron Isolation Pruning InProceedings of the 34th ACM International Conference on Information and Knowledge Management (Seoul, Republic of Korea)(CIKM ’25)

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-01T11:29:54.360165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:29:54.360165Z digest=sha256:f812aa8f7d0be8aa241cd9c6284ce7e726deddb9972f9ec546ddb34a752cb340

Pith citing papers

No inbound Pith citation observations are available.