Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Deep Probabilistic Models to Detect Data Poisoning Attacks
As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:1912.01206.
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 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T20:46:59.380682Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-10T22:44:13.452194Z
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 c92cf98c-0e02-4630-8449-ae7d0efde871 · inbound
A Survey of Secure Semantic Communications cites this paper.
A Survey of Secure Semantic Communications Deep Probabilistic Models to Detect Data Poisoning Attacks
Reference 144
- Resolution
- verified exact
- local_arxiv, observed 2026-08-10T22:44:13.457582Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d8220cac-d5a3-4506-af0a-702516a1adb9 · inbound
FL-PLAS: Federated Learning with Partial Layer Aggregation for Backdoor Defense Against High-Ratio Malicious Clients cites this paper.
FL-PLAS: Federated Learning with Partial Layer Aggregation for Backdoor Defense Against High-Ratio Malicious Clients Deep Probabilistic Models to Detect Data Poisoning Attacks
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:46:59.380682Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.