Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-04T06:50:47.972317Z
Paper Citation Record · LEDGER
DeepDefense: Robust Learning via Layer-Wise Gradient-Feature Alignment
As of 13 August 2026, this Paper Citation Record lists 3 of 3 outbound references and 0 inbound Pith citation observations for arXiv:2511.13749.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
3 of 3 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved2
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 9c1a91bd-464e-46da-b4e5-7c06b413553e · outbound
This paper cites Patch-wise++ Perturbation for Adversarial Targeted Attacks.
DeepDefense: Robust Learning via Layer-Wise Gradient-Feature Alignment Patch-wise++ Perturbation for Adversarial Targeted Attacks
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:50:47.883101Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 361bbbda-b90e-4941-9b4b-6c5343a5da18 · outbound
This paper cites Detecting Adversarial Examples via Neural Fingerprinting.
DeepDefense: Robust Learning via Layer-Wise Gradient-Feature Alignment Detecting Adversarial Examples via Neural Fingerprinting
Reference 2018
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:50:47.817772Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50223b02-2745-4288-86e4-5ad36dbf3785 · outbound
This paper cites Ensemble Adversarial Training: Attacks and Defenses.
DeepDefense: Robust Learning via Layer-Wise Gradient-Feature Alignment Ensemble Adversarial Training: Attacks and Defenses
Reference 4979
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-04T06:50:47.972317Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.