Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Enhancing Robustness of Machine Learning Systems via Data Transformations
As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:1704.02654.
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 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-14T15:03:46.748271Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-11T17:01:09.905187Z
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 aaac44a6-0f43-4300-8c9a-a07def75cef1 · inbound
MetaAdvDet: Towards Robust Detection of Evolving Adversarial Attacks cites this paper.
MetaAdvDet: Towards Robust Detection of Evolving Adversarial Attacks Enhancing Robustness of Machine Learning Systems via Data Transformations
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T14:56:51.364803Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2c8f9ad6-90ea-4412-806c-8ecef70e8fd9 · inbound
Random Directional Attack for Fooling Deep Neural Networks cites this paper.
Random Directional Attack for Fooling Deep Neural Networks Enhancing Robustness of Machine Learning Systems via Data Transformations
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T15:03:46.748271Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ff0fb8f-b5a5-4a86-8c37-44f48fdcf9b9 · inbound
On Defending Against Label Flipping Attacks on Malware Detection Systems cites this paper.
On Defending Against Label Flipping Attacks on Malware Detection Systems Enhancing Robustness of Machine Learning Systems via Data Transformations
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T13:45:42.812288Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 39ac4b9c-c1df-4db3-a455-6847a333d1e5 · inbound
Weak Links in LinkedIn: Enhancing Fake Profile Detection in the Age of LLMs cites this paper.
Weak Links in LinkedIn: Enhancing Fake Profile Detection in the Age of LLMs Enhancing Robustness of Machine Learning Systems via Data Transformations
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:28:35.537537Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 45984973-6399-4352-b66f-d98e96bb7127 · inbound
Local Hessian Spectral Filtering for Robust Intrinsic Dimension Estimation cites this paper.
Local Hessian Spectral Filtering for Robust Intrinsic Dimension Estimation Enhancing Robustness of Machine Learning Systems via Data Transformations
Reference 297
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T22:22:37.986772Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.