Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Large-Scale Differentially Private BERT
As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2108.01624.
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 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-16T11:20:25.056835Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-03T01:27:31.075443Z
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 25166d02-c32b-4371-b99a-639ec4dca86d · inbound
Quantifying Memorization Across Neural Language Models cites this paper.
Quantifying Memorization Across Neural Language Models Large-Scale Differentially Private BERT
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T22:04:59.719858Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 29b8f53e-8efe-4ffc-8fd5-de82409646e7 · inbound
Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling cites this paper.
Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling Large-Scale Differentially Private BERT
Reference 224
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-15T17:45:17.942185Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6b00b5ca-8972-4dbe-a249-dacf990cebc9 · inbound
On the Privacy Risk of In-context Learning cites this paper.
On the Privacy Risk of In-context Learning Large-Scale Differentially Private BERT
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T19:46:23.904802Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ffb21bcb-0bb7-4890-9824-daeae5a399e5 · inbound
The Impact of Generalization Techniques on the Interplay Among Privacy, Utility, and Fairness in Image Classification cites this paper.
The Impact of Generalization Techniques on the Interplay Among Privacy, Utility, and Fairness in Image Classification Large-Scale Differentially Private BERT
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T14:31:35.689861Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 807bf33c-57d7-452b-9f79-7ea34005f6ae · inbound
A Lightweight Method to Disrupt Memorized Sequences in LLM cites this paper.
A Lightweight Method to Disrupt Memorized Sequences in LLM Large-Scale Differentially Private BERT
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T20:08:57.270395Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd1c1f6b-3009-4dbd-98fd-0fa026636972 · inbound
How Private is Your Attention? Bridging Privacy with In-Context Learning cites this paper.
How Private is Your Attention? Bridging Privacy with In-Context Learning Large-Scale Differentially Private BERT
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:20:25.056835Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 40ba1c93-4b24-4713-b47a-4c5a8363e815 · inbound
SOFT: Selective Data Obfuscation for Protecting LLM Fine-tuning against Membership Inference Attacks cites this paper.
SOFT: Selective Data Obfuscation for Protecting LLM Fine-tuning against Membership Inference Attacks Large-Scale Differentially Private BERT
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:33:16.813407Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe8390a5-d080-424e-a9b5-434193777d07 · inbound
FlashDP: Private Training Large Language Models with Efficient DP-SGD cites this paper.
FlashDP: Private Training Large Language Models with Efficient DP-SGD Large-Scale Differentially Private BERT
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T21:06:00.814361Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5aa0ad4d-1028-47ba-932a-820e5293f6e3 · inbound
Fundamental Limitations of Favorable Privacy-Utility Guarantees for DP-SGD cites this paper.
Fundamental Limitations of Favorable Privacy-Utility Guarantees for DP-SGD Large-Scale Differentially Private BERT
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T13:37:56.542875Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1fb76b8c-0167-4009-8b53-7b9d9d87407b · inbound
Unveiling Privacy Risks in Multi-modal Large Language Models: Task-specific Vulnerabilities and Mitigation Challenges cites this paper.
Unveiling Privacy Risks in Multi-modal Large Language Models: Task-specific Vulnerabilities and Mitigation Challenges Large-Scale Differentially Private BERT
Reference 37
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-03T01:27:31.076788Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.