Paper Citation Record · LEDGER

Attribute Inference Attacks for Federated Regression Tasks

As of 20 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2411.12697.

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

pith.paper-citation-record.v1
2411.12697 v2

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T17:20:51.191128Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

12 of 12 outbound references displayed

verified exact0
verified fuzzy4
unresolved7
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7344a124-8bf2-4c43-a344-97d9b2839859 · outbound

This paper cites an unresolved cited work.

Attribute Inference Attacks for Federated Regression Tasks Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:20:51.363504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4f617799-7721-4efe-910a-36a4b2367b09 · outbound

This paper cites FastSecAgg: Scalable Secure Aggregation for Privacy-Preserving Federated Learning.

Attribute Inference Attacks for Federated Regression Tasks FastSecAgg: Scalable Secure Aggregation for Privacy-Preserving Federated Learning

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T17:20:51.148740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e59081d4-cbc7-4b21-8342-f8c8377515f7 · outbound

This paper cites an unresolved cited work.

Attribute Inference Attacks for Federated Regression Tasks Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:20:51.339106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6c6e1cd8-d621-4da7-b726-b0eaa31cd03a · outbound

This paper cites well-behaved data assumption.

Attribute Inference Attacks for Federated Regression Tasks well-behaved data assumption

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:20:51.326132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2324a20f-fd74-4496-bebc-06b1b73539bd · outbound

This paper cites an unresolved cited work.

Attribute Inference Attacks for Federated Regression Tasks Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:20:51.351080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 907bfe13-b965-45ce-a8a6-de8947fe9f0a · outbound

This paper cites This suggests that σ2 min(Θout) grows linearly with nc and then it is possible to lower bound λmin ΘT outΘout nc with a positive constant.

Attribute Inference Attacks for Federated Regression Tasks This suggests that σ2 min(Θout) grows linearly with nc and then it is possible to lower bound λmin ΘT outΘout nc with a positive constant

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:20:51.311006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 149cc190-9a74-4469-af7f-608fe54e2785 · outbound

This paper cites (27) Equations 26 and 27 show that θ∗ [i] is proportional to θ∗ [d] for every i ∈ {1, ..., d− 1}, i.e., θ∗ [i] = ki × θ∗ [d] where ki > 0.

Attribute Inference Attacks for Federated Regression Tasks (27) Equations 26 and 27 show that θ∗ [i] is proportional to θ∗ [d] for every i ∈ {1, ..., d− 1}, i.e., θ∗ [i] = ki × θ∗ [d] where ki > 0

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:20:51.296530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 652cafa4-c563-48b9-8dc3-e430fc7ad255 · outbound

This paper cites an unresolved cited work.

Attribute Inference Attacks for Federated Regression Tasks Unresolved cited work

Reference 10

Resolution: parse uncertain; raw_fallback, observed 2026-08-12T17:20:51.282181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f5899a73-ecd0-4aba-9cd3-4071bee1d436 · outbound

This paper cites an unresolved cited work.

Attribute Inference Attacks for Federated Regression Tasks Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:20:51.269036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ec272ed4-a00a-4a88-aa56-c98ec070ae49 · outbound

This paper cites Therefore, we can prove then that every element of the global optimum is non-zero, i.e.,θ∗ [i] ̸= 0, ∀i ∈ {1, .., d}.

Attribute Inference Attacks for Federated Regression Tasks Therefore, we can prove then that every element of the global optimum is non-zero, i.e.,θ∗ [i] ̸= 0, ∀i ∈ {1, .., d}

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:20:51.255162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6e30543f-6a86-4e85-9b75-14d41dca6dbf · outbound

This paper cites Attribute Inference Attack of Speech Emotion Recognition in Federated Learning Settings.

Attribute Inference Attacks for Federated Regression Tasks Attribute Inference Attack of Speech Emotion Recognition in Federated Learning Settings

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-12T17:20:51.142593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9870537-4414-4680-8842-fdaaa22f4037 · outbound

This paper cites an unresolved cited work.

Attribute Inference Attacks for Federated Regression Tasks Unresolved cited work

Reference 2022

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:20:51.376007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

No inbound Pith citation observations are available.