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Paper Citation Record · LEDGER

Token-Level Generalization in LoRA Adapter Backdoors: Attack Characterization and Behavioral Detection

As of 9 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2605.30189.

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

pith.paper-citation-record.v1
2605.30189 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T06:48:32.410420Z

measured 15 of 15 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

15 of 15 outbound references displayed

  • verified exact3
  • verified fuzzy0
  • unresolved10
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e1f3151f-d9b5-463f-ad87-7f76cccfd997 · outbound

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

Token-Level Generalization in LoRA Adapter Backdoors: Attack Characterization and Behavioral Detection BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-06-29T14:13:30.706958Z

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=2026-06-29T06:48:32.410420Z digest=sha256:236506dadb4970a157c8f61ae4bb8644f4c1443767c9f53f498829669131ce9c

Observation 00def149-58f4-4d01-9769-2f7fd450ebfe · outbound

This paper cites Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning.

Token-Level Generalization in LoRA Adapter Backdoors: Attack Characterization and Behavioral Detection Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-06-29T14:13:30.709963Z

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=2026-06-29T06:48:32.410420Z digest=sha256:6257b3b4ef990f1e2aaef0b2c145c21b95c16f9fe6415dbd94fa969ccd9b2b88

Observation 23d9f628-89ad-483d-86fb-a695a957251f · outbound

This paper cites an unresolved cited work.

Token-Level Generalization in LoRA Adapter Backdoors: Attack Characterization and Behavioral Detection Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-06-29T06:48:32.410420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T06:48:32.410420Z digest=sha256:66937884192a16c0fe9c9fb9ff8af324e7485229b6655813737aff94ca24cf59

Observation 27691fc5-33d7-4526-bf3e-969e748ac8ae · outbound

This paper cites an unresolved cited work.

Token-Level Generalization in LoRA Adapter Backdoors: Attack Characterization and Behavioral Detection Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-06-29T06:48:32.410420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T06:48:32.410420Z digest=sha256:12a98281172d67563b4265accf90d02d435ecc8b2e11bd1c38715e308851ce56

Observation 51001079-d000-4fa5-b36a-60fa75272ba4 · outbound

This paper cites an unresolved cited work.

Token-Level Generalization in LoRA Adapter Backdoors: Attack Characterization and Behavioral Detection Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-06-29T06:48:32.410420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T06:48:32.410420Z digest=sha256:5eda991dae56a161463d306567c32425964d1c19e0af2f892f58b82650063302

Observation bf048498-5180-483a-942a-7f72f11c0d68 · outbound

This paper cites an unresolved cited work.

Token-Level Generalization in LoRA Adapter Backdoors: Attack Characterization and Behavioral Detection Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-06-29T06:48:32.410420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T06:48:32.410420Z digest=sha256:bde5d8b6054708d771a4844a2c4282de0e5d05acc2ce82b50ce9a381a5eb20b0

Observation 3db0a1c2-6cd4-461d-b02a-db4655c11edd · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Token-Level Generalization in LoRA Adapter Backdoors: Attack Characterization and Behavioral Detection LoRA: Low-Rank Adaptation of Large Language Models

Reference 7

Resolution
metadata mismatch
local_arxiv, observed 2026-06-29T14:13:30.699635Z

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=2026-06-29T06:48:32.410420Z digest=sha256:c8458ac2e7be35203975a38c8ecc0a45e56d30415dc6adfbcc30474d3627b7b7

Observation edc9e754-bbfe-4210-a183-fa9356e3e7fd · outbound

This paper cites an unresolved cited work.

Token-Level Generalization in LoRA Adapter Backdoors: Attack Characterization and Behavioral Detection Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-06-29T06:48:32.410420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T06:48:32.410420Z digest=sha256:fad1c848d7c553cae460e5b83e932cd0f64833f79612087dadc56719898310a5

Observation 17e2fadb-cb8f-4949-931b-a76f7c758e1c · outbound

This paper cites an unresolved cited work.

Token-Level Generalization in LoRA Adapter Backdoors: Attack Characterization and Behavioral Detection Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-06-29T06:48:32.410420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T06:48:32.410420Z digest=sha256:6be64a329f8ec5dc25f6f5b48441bc81a0e21f7e0079476baa87e9f671b1293f

Observation 2a01474b-0ace-4201-8ce3-fd7c15839ec8 · outbound

This paper cites an unresolved cited work.

Token-Level Generalization in LoRA Adapter Backdoors: Attack Characterization and Behavioral Detection Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-06-29T06:48:32.410420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T06:48:32.410420Z digest=sha256:2a7e4b8d73b80571ea18195ec4186777baa93edcbbcb960355cbd6eedb2c73fb

Observation a314b5ea-2311-4182-bab9-7fc5a2ea56cb · outbound

This paper cites an unresolved cited work.

Token-Level Generalization in LoRA Adapter Backdoors: Attack Characterization and Behavioral Detection Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-06-29T06:48:32.410420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T06:48:32.410420Z digest=sha256:ed040c3dd31bf8fa0f03625804c2a80fd5a1836e1e69f3436d33d329a93592ff

Observation 05b14d8b-b1c3-4309-8c08-eb157aa3f85b · outbound

This paper cites an unresolved cited work.

Token-Level Generalization in LoRA Adapter Backdoors: Attack Characterization and Behavioral Detection Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-06-29T06:48:32.410420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T06:48:32.410420Z digest=sha256:9c871865aed00700314fd96d8750349dcd97fd43d7f0882297b66eb045b7b680

Observation 5d40e673-390b-41c1-91f1-f85101be1d1c · outbound

This paper cites an unresolved cited work.

Token-Level Generalization in LoRA Adapter Backdoors: Attack Characterization and Behavioral Detection Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-06-29T06:48:32.410420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T06:48:32.410420Z digest=sha256:1a850b19371c38b46c6d6a971cd3e4838f05cb8849eb4753c7006364cdad04f4

Observation e05c4a64-e0e6-43ed-a4a7-f74d6047ea59 · outbound

This paper cites Revisiting backdoor threat in federated instruction tuning from a signal aggregation perspective.

Token-Level Generalization in LoRA Adapter Backdoors: Attack Characterization and Behavioral Detection Revisiting backdoor threat in federated instruction tuning from a signal aggregation perspective

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-06-29T14:13:30.701353Z

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=2026-06-29T06:48:32.410420Z digest=sha256:40030554264385beeaf9daaa6f2c0d196bfe318b57f2f0e49b64f88d52006957

Observation 871491a2-b124-46b6-8667-246a23e62c77 · outbound

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

Token-Level Generalization in LoRA Adapter Backdoors: Attack Characterization and Behavioral Detection Universal and Transferable Adversarial Attacks on Aligned Language Models

Reference 15

Resolution
metadata mismatch
local_arxiv, observed 2026-06-29T14:13:30.704996Z

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=2026-06-29T06:48:32.410420Z digest=sha256:6000060f17bf8d77c0dbd1013f48a37e369593f75c0df8333897a1be2c4378c1

Pith citing papers

No inbound Pith citation observations are available.