Paper Citation Record · LEDGER

Fixing Data Augmentation to Improve Adversarial Robustness

As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2103.01946.

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

pith.paper-citation-record.v1
2103.01946 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T11:48:51.742264Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-16T23:53:43.053966Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 7c0ef5f0-3086-4e30-8c84-26867bde255d · inbound

Unsolved Problems in ML Safety cites this paper.

Unsolved Problems in ML Safety Fixing Data Augmentation to Improve Adversarial Robustness

Reference 153

Resolution: verified exact; arxiv_id, observed 2026-05-16T20:45:27.538987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation fa99d9dd-256a-43a7-9e8d-242a0cb94c1f · inbound

RCR-AF: Enhancing Model Generalization via Rademacher Complexity Reduction Activation Function cites this paper.

RCR-AF: Enhancing Model Generalization via Rademacher Complexity Reduction Activation Function Fixing Data Augmentation to Improve Adversarial Robustness

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T11:48:51.742264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96757e47-6e30-4766-bc04-f903a97a86aa · inbound

Sample-wise Adaptive Weighting for Transfer Consistency in Adversarial Distillation cites this paper.

Sample-wise Adaptive Weighting for Transfer Consistency in Adversarial Distillation Fixing Data Augmentation to Improve Adversarial Robustness

Reference 57

Resolution: verified exact; arxiv_id, observed 2026-05-16T23:53:43.055878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f0a335d2-1b6d-4da9-b515-a72fb9b79875 · inbound

Towards Domain-Generalized Open-Vocabulary Object Detection: A Progressive Domain-invariant Cross-modal Alignment Method cites this paper.

Towards Domain-Generalized Open-Vocabulary Object Detection: A Progressive Domain-invariant Cross-modal Alignment Method Fixing Data Augmentation to Improve Adversarial Robustness

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-02T17:14:57.511532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7de02eb-5b54-4edd-849d-510cde622085 · inbound

Compression as an Adversarial Amplifier Through Decision Space Reduction cites this paper.

Compression as an Adversarial Amplifier Through Decision Space Reduction Fixing Data Augmentation to Improve Adversarial Robustness

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:20:57.659812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 21a01016-1d4c-4938-931b-a23351a2cea7 · inbound

TARO: Temporal Adversarial Rectification Optimization Using Diffusion Models as Purifiers cites this paper.

TARO: Temporal Adversarial Rectification Optimization Using Diffusion Models as Purifiers Fixing Data Augmentation to Improve Adversarial Robustness

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:26:30.609070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c9d46a08-57a3-4cc1-b75e-f6e1d28f4d78 · inbound

AMRM-Pure: Semantic-Preserving Adversarial Purification cites this paper.

AMRM-Pure: Semantic-Preserving Adversarial Purification Fixing Data Augmentation to Improve Adversarial Robustness

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-11T18:54:16.790539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d378f8bb-7115-474f-88d6-c5513af9d084 · inbound

Adversarial Frontiers: Minimum-Norm Attack Ensembles for Robustness Evaluation cites this paper.

Adversarial Frontiers: Minimum-Norm Attack Ensembles for Robustness Evaluation Fixing Data Augmentation to Improve Adversarial Robustness

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T11:41:31.507101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.