Paper Citation Record · LEDGER

Towards Characterizing and Limiting Information Exposure in DNN Layers

As of 4 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:1907.06034.

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

pith.paper-citation-record.v1
1907.06034 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-24T22:15:17.001996Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+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

25 of 25 outbound references displayed

verified exact6
verified fuzzy2
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ace3636e-ab74-43e6-9b6f-4c39cc7cd4ba · outbound

This paper cites an unresolved cited work.

Towards Characterizing and Limiting Information Exposure in DNN Layers Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-05-24T22:16:25.623006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation fdf68deb-77e9-419b-91ee-ff84f3e73b19 · outbound

This paper cites an unresolved cited work.

Towards Characterizing and Limiting Information Exposure in DNN Layers Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-05-24T22:16:25.617310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 30f526d9-9caa-41f2-8231-301526cace17 · outbound

This paper cites Faster CryptoNets: Leveraging Sparsity for Real-World Encrypted Inference.

Towards Characterizing and Limiting Information Exposure in DNN Layers Faster CryptoNets: Leveraging Sparsity for Real-World Encrypted Inference

Reference 3

Resolution: metadata mismatch; local_arxiv, observed 2026-05-24T22:16:24.786680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 58921d93-d6aa-4bc4-8725-d62e8a0fb525 · outbound

This paper cites Confidential Inference via Ternary Model Partitioning.

Towards Characterizing and Limiting Information Exposure in DNN Layers Confidential Inference via Ternary Model Partitioning

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-24T22:16:24.798333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation db30ec31-2e5f-4bc2-abc5-263ac84ebed3 · outbound

This paper cites an unresolved cited work.

Towards Characterizing and Limiting Information Exposure in DNN Layers Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-05-24T22:16:25.636863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6be6aafb-0e7e-4564-b6a1-d88ccf8119b4 · outbound

This paper cites Chiron: Privacy-preserving Machine Learning as a Service.

Towards Characterizing and Limiting Information Exposure in DNN Layers Chiron: Privacy-preserving Machine Learning as a Service

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-05-24T22:16:24.792697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 21666a44-acd9-4177-952d-0b47155d3116 · outbound

This paper cites an unresolved cited work.

Towards Characterizing and Limiting Information Exposure in DNN Layers Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-05-24T22:16:25.646017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation cc9453aa-46a8-4108-89b2-49797d747079 · outbound

This paper cites an unresolved cited work.

Towards Characterizing and Limiting Information Exposure in DNN Layers Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-05-24T22:16:25.611138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6c146b32-7f11-4fa8-a7b4-b079b684979f · outbound

This paper cites an unresolved cited work.

Towards Characterizing and Limiting Information Exposure in DNN Layers Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-05-24T22:16:25.641292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 686163a1-51c8-4fef-b3d8-04978722cff0 · outbound

This paper cites an unresolved cited work.

Towards Characterizing and Limiting Information Exposure in DNN Layers Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-05-24T22:16:25.632054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation f929a87e-4d28-4db2-b525-bd58ff74f35f · outbound

This paper cites an unresolved cited work.

Towards Characterizing and Limiting Information Exposure in DNN Layers Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-05-24T22:16:25.620982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a0c8d454-c74c-4bd8-9fea-5eccb0d49dcb · outbound

This paper cites an unresolved cited work.

Towards Characterizing and Limiting Information Exposure in DNN Layers Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-05-24T22:16:25.615341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 27bde459-84c6-47fd-a353-047482694500 · outbound

This paper cites Comprehensive Privacy Analysis of Deep Learning: Passive and Active White-box Inference Attacks against Centralized and Federated Learning.

Towards Characterizing and Limiting Information Exposure in DNN Layers Comprehensive Privacy Analysis of Deep Learning: Passive and Active White-box Inference Attacks against Centralized and Federated Learning

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-24T22:16:24.778920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 047b2b01-bfcd-4214-84fd-17e481ea3e06 · outbound

This paper cites an unresolved cited work.

Towards Characterizing and Limiting Information Exposure in DNN Layers Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-05-24T22:16:25.627509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 10b511ff-ebda-4440-afbe-b23255c6cb1b · outbound

This paper cites A Hybrid Deep Learning Architecture for Privacy-Preserving Mobile Analytics.

Towards Characterizing and Limiting Information Exposure in DNN Layers A Hybrid Deep Learning Architecture for Privacy-Preserving Mobile Analytics

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-24T22:16:24.771973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation f8370d81-a12f-44cc-8386-40e8f1b38ad4 · outbound

This paper cites an unresolved cited work.

Towards Characterizing and Limiting Information Exposure in DNN Layers Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-05-24T22:16:25.606536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 833c2ccc-0734-449b-8d03-ee97e64871bc · outbound

This paper cites 2013–2016.

Towards Characterizing and Limiting Information Exposure in DNN Layers 2013–2016

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T22:16:25.626516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 0c05aee5-8adc-486a-bca7-4c4083a5002d · outbound

This paper cites an unresolved cited work.

Towards Characterizing and Limiting Information Exposure in DNN Layers Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-05-24T22:16:25.583681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 8c9045f5-0bf3-4d1c-873b-846925fd6f50 · outbound

This paper cites Very Deep Convolutional Networks for Large-Scale Image Recognition.

Towards Characterizing and Limiting Information Exposure in DNN Layers Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-05-24T22:16:24.803652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation f46a8ce2-782b-4dce-b7f9-b2aee82eb178 · outbound

This paper cites an unresolved cited work.

Towards Characterizing and Limiting Information Exposure in DNN Layers Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-05-24T22:16:25.572893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation b0305886-37a7-41e4-816c-9892d54eb87e · outbound

This paper cites Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms.

Towards Characterizing and Limiting Information Exposure in DNN Layers Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-05-24T22:16:24.808428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 62064e39-d758-46d2-8951-7ed43b617380 · outbound

This paper cites an unresolved cited work.

Towards Characterizing and Limiting Information Exposure in DNN Layers Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-05-24T22:16:25.588103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 00a3fa04-8889-49ef-8d9c-b066724a6a58 · outbound

This paper cites an unresolved cited work.

Towards Characterizing and Limiting Information Exposure in DNN Layers Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-05-24T22:16:25.575487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation bc5ec773-d2a0-43b4-a3dd-9d9e2625f8e1 · outbound

This paper cites an unresolved cited work.

Towards Characterizing and Limiting Information Exposure in DNN Layers Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-05-24T22:16:25.579267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 003c1a29-13b3-4013-88f3-0f6f06d0d11f · outbound

This paper cites InProceed- ings of the International Conference on Learning Representations (ICLR).

Towards Characterizing and Limiting Information Exposure in DNN Layers InProceed- ings of the International Conference on Learning Representations (ICLR)

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T22:16:25.592572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Pith citing papers

No inbound Pith citation observations are available.