Paper Citation Record · LEDGER

Nimbus: Secure and Efficient Two-Party Inference for Transformers

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2411.15707.

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

pith.paper-citation-record.v1
2411.15707 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:32:16.991061Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T17:36:06.599002Z

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 5c7df084-7362-4596-abb7-4583d980545b · inbound

An Efficient Private GPT Never Autoregressively Decodes cites this paper.

An Efficient Private GPT Never Autoregressively Decodes Nimbus: Secure and Efficient Two-Party Inference for Transformers

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T15:32:16.991061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3e2e271-3360-47be-86b0-cda2b71c51cc · inbound

An Attack to Break Permutation-Based Private Third-Party Inference Schemes for LLMs cites this paper.

An Attack to Break Permutation-Based Private Third-Party Inference Schemes for LLMs Nimbus: Secure and Efficient Two-Party Inference for Transformers

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T14:38:38.487443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9aa2a1ba-c5b5-4f3d-883b-56de2de01ccb · inbound

Cascade: Token-Sharded Private LLM Inference cites this paper.

Cascade: Token-Sharded Private LLM Inference Nimbus: Secure and Efficient Two-Party Inference for Transformers

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T19:45:52.624823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0db833e7-a08b-43e1-8b51-31f3bef33a44 · inbound

On the (In-)Security of the Shuffling Defense in the Transformer Secure Inference cites this paper.

On the (In-)Security of the Shuffling Defense in the Transformer Secure Inference Nimbus: Secure and Efficient Two-Party Inference for Transformers

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-11T17:36:06.601164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.