Paper Citation Record · LEDGER

Defensive Dual Masking for Robust Adversarial Defense

As of 12 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2412.07078.

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

pith.paper-citation-record.v1
2412.07078 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T19:16:36.730171Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

14 of 14 outbound references displayed

verified exact0
verified fuzzy6
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation af18e117-ad85-471c-a535-eae2ed249c99 · outbound

This paper cites an unresolved cited work.

Defensive Dual Masking for Robust Adversarial Defense Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:16:38.259090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 47a07965-0e68-406b-9909-62a8ab978cf4 · outbound

This paper cites In Findings of the Association for Computational Linguistics: NAACL 2024, pages 3795–3809, Association for Computational Linguistics, Mexico City, Mexico.

Defensive Dual Masking for Robust Adversarial Defense In Findings of the Association for Computational Linguistics: NAACL 2024, pages 3795–3809, Association for Computational Linguistics, Mexico City, Mexico

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:16:38.214744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b82ea291-5777-4f13-969d-8d8bd666ae15 · outbound

This paper cites In International Conference on Learning Representations.

Defensive Dual Masking for Robust Adversarial Defense In International Conference on Learning Representations

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:16:38.145221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d224777c-1640-4c61-8227-d300fd1749d0 · outbound

This paper cites an unresolved cited work.

Defensive Dual Masking for Robust Adversarial Defense Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:16:38.029263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f4339145-cc90-4385-9924-a4a9ad4973b7 · outbound

This paper cites Fast Adversarial Training against Textual Adversarial Attacks.

Defensive Dual Masking for Robust Adversarial Defense Fast Adversarial Training against Textual Adversarial Attacks

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T19:16:36.504746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9683eea1-30c8-4290-add9-935d2cbb33c6 · outbound

This paper cites ROIC-DM: Robust Text Inference and Classification via Diffusion Model.

Defensive Dual Masking for Robust Adversarial Defense ROIC-DM: Robust Text Inference and Classification via Diffusion Model

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T19:16:36.604746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bd5d6f4-d8e4-469a-952a-0ef703243d97 · outbound

This paper cites In Findings of the Association for Computational Linguistics: ACL 2023, pages 7891–7906, Association for Computational Linguistics, Toronto, Canada.

Defensive Dual Masking for Robust Adversarial Defense In Findings of the Association for Computational Linguistics: ACL 2023, pages 7891–7906, Association for Computational Linguistics, Toronto, Canada

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:16:37.809438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0fbc18c8-b761-4998-b16f-11ff2680399d · outbound

This paper cites an unresolved cited work.

Defensive Dual Masking for Robust Adversarial Defense Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:16:37.404749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e90fa267-78ea-4c5e-8ba8-d43349580180 · outbound

This paper cites In Proceedings of the 28th International Conference on Neural Information Processing Systems - Volume 1, NIPS’15, page 649–657, MIT Press, Cambridge, MA, USA.

Defensive Dual Masking for Robust Adversarial Defense In Proceedings of the 28th International Conference on Neural Information Processing Systems - Volume 1, NIPS’15, page 649–657, MIT Press, Cambridge, MA, USA

Reference 2015

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:16:37.634752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 508de2fc-249b-4dab-8e1a-2886b669a228 · outbound

This paper cites In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, pages 3465–3475, Association for Computational Linguistics, Online.

Defensive Dual Masking for Robust Adversarial Defense In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, pages 3465–3475, Association for Computational Linguistics, Online

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:16:37.914007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2a85b0f1-a8b1-46dd-89fe-c8a91168cd7e · outbound

This paper cites In Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, pages 3248–3258, Association for Computational Linguistics, Online.

Defensive Dual Masking for Robust Adversarial Defense In Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, pages 3248–3258, Association for Computational Linguistics, Online

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:16:38.455065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9b0ffe06-c2e3-436a-a9d7-d3bfaf7f6496 · outbound

This paper cites an unresolved cited work.

Defensive Dual Masking for Robust Adversarial Defense Unresolved cited work

Reference 2022

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:16:38.327525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9f8cb12b-95ef-41d3-8d0c-931fdec40464 · outbound

This paper cites an unresolved cited work.

Defensive Dual Masking for Robust Adversarial Defense Unresolved cited work

Reference 2023

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:16:38.282862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 033ce259-4440-4394-9d90-be198244fb3d · outbound

This paper cites DiffuseDef: Improved Robustness to Adversarial Attacks via Iterative Denoising.

Defensive Dual Masking for Robust Adversarial Defense DiffuseDef: Improved Robustness to Adversarial Attacks via Iterative Denoising

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-11T19:16:36.294747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.