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Paper Citation Record · LEDGER

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy

As of 23 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 1 inbound Pith citation observation for arXiv:2501.18862.

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

pith.paper-citation-record.v1
2501.18862 v2

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T22:18:47.581949Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T17:23:12.073248Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T06:56:00.890553Z

Reference resolution

47 of 47 outbound references displayed

  • verified exact1
  • verified fuzzy45
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 37d3c2b6-c1af-40bc-980f-3aa195c0ad43 · outbound

This paper cites Reproduction numbers of infectious disease models,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy Reproduction numbers of infectious disease models,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:49.777975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:46.551845Z digest=sha256:d0c8bdd03cdf6ed3f72de4b2d5fd24c9ec8c980f66f989825e4ffcee3b244d92

Observation d6a3f4ed-08d4-488c-accf-1442d01772a6 · outbound

This paper cites The effect of interventions on COVID-19,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy The effect of interventions on COVID-19,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:49.712025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:46.605039Z digest=sha256:4c94ac5d74cbae0ec814cce91855e54a6e3af672474108fcf6dba07397f734ff

Observation 98e4f50d-1451-4705-804d-1c23b3961e33 · outbound

This paper cites A framework for counterfactual analysis, strategy evaluation, and control of epidemics using reproduction number estimates,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy A framework for counterfactual analysis, strategy evaluation, and control of epidemics using reproduction number estimates,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:49.689576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:46.684837Z digest=sha256:6396e9537d6922d99a37be0af5a9f2865664a8c5bc0d2abc40148923c062dced

Observation 3a17a8f3-25ff-4235-bbae-7954205ea6ca · outbound

This paper cites On a networked SIS epidemic model with cooperative and antagonistic opinion dynamics,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy On a networked SIS epidemic model with cooperative and antagonistic opinion dynamics,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:49.670114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:46.735158Z digest=sha256:8e0061ef8affa688b5e1bcd9282113f803d84d018f185ed510fe88ab9462db4a

Observation 06d1bb4f-8040-451e-869b-632834479c80 · outbound

This paper cites Nonsmooth convex optimization to estimate the Covid-19 reproduction number space-time evolution with robustness against low quality data,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy Nonsmooth convex optimization to estimate the Covid-19 reproduction number space-time evolution with robustness against low quality data,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:49.652562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:46.793162Z digest=sha256:a2adca779bf6af2fac15107c90b9363907eb221e94d9da48321cf8ff4edb1400

Observation 478344bf-2188-4fe2-8a65-1a285800c913 · outbound

This paper cites Convex optimization of the basic repro- duction number,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy Convex optimization of the basic repro- duction number,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:49.637053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:46.894333Z digest=sha256:7dcb2bda22233fcf053c1792e67d68799f803891a1ff61ba0cb84d908910e57b

Observation 92a5cb05-4fcc-4f31-90ab-d77fb02b9a76 · outbound

This paper cites On the dynamics of deterministic epidemic propagation over networks,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy On the dynamics of deterministic epidemic propagation over networks,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:49.619300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:46.901210Z digest=sha256:fb88e810a0b1aef3d64977e7c8c71281ba8d4734a5b0ff258ee88276e12fd1b8

Observation feb6446e-fcb2-49ce-a829-79bf926ab9ac · outbound

This paper cites Modeling, estimation, and analysis of epidemics over networks: An overview,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy Modeling, estimation, and analysis of epidemics over networks: An overview,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:49.601803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:46.906974Z digest=sha256:f330f19ffd67e22a28ee90d0380b766b49f6b72dec3c78d534982435b5eb4b94

Observation 0cc7288e-8505-45c7-81ed-ae50b1b02bef · outbound

This paper cites Analysis, prediction, and control of epidemics: A survey from scalar to dynamic network models,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy Analysis, prediction, and control of epidemics: A survey from scalar to dynamic network models,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:49.587040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:46.914235Z digest=sha256:f3a9e602d2a9c29825122a2d7850f5ddfd18866d376456005b3ce3bc1a94b811

Observation d81115e5-2ab8-4dd9-b790-4d26a7f20db8 · outbound

This paper cites Analysis and control of epidemics: A survey of spreading processes on complex networks,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy Analysis and control of epidemics: A survey of spreading processes on complex networks,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:49.571712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:46.921186Z digest=sha256:2638e20323320a00e7f7f61b24c3f17d4cf2ffe32ad0e458a169053833cf95b8

Observation 0df150c7-dafe-4b61-86e4-5a9bedf7205b · outbound

This paper cites The N-intertwined SIS epidemic network model,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy The N-intertwined SIS epidemic network model,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:49.517603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:46.927563Z digest=sha256:8130caa824c9954b7d40e968dc9e2a2c5f0e1faf5d2a3867a14376afa870cb91

Observation b89b76f0-5d4e-4c79-b0aa-c3ff6d758b2c · outbound

This paper cites Analysis and control of a continuous-time bi-virus model,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy Analysis and control of a continuous-time bi-virus model,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:49.345822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:46.934119Z digest=sha256:2fa1497c3f02053a4990566c53a6bc20e1de301d88f1ac698fb1994254ee2cd5

Observation d4b9a3a2-414c-4168-8f17-eac71ae01523 · outbound

This paper cites Modeling COVID-19 scenarios for the United States,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy Modeling COVID-19 scenarios for the United States,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:49.195722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:46.939569Z digest=sha256:c36ad13ac36cb3e7a3247c20bf3ebae01055423f73a282834c4f78385496717a

Observation 9dbe745b-fde5-46d3-8c19-1c425a1970a5 · outbound

This paper cites A multi-city epidemic model,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy A multi-city epidemic model,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:49.135926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:46.944758Z digest=sha256:87f504aaa75532130b59665aca3c83c75fc5379f629080bdcb6ade07ce5c408f

Observation 5109235a-54b6-4a12-af2c-3d4310e35bb0 · outbound

This paper cites Assessing the role of contact tracing in a suspected H7N2 influenza a outbreak in humans in wales,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy Assessing the role of contact tracing in a suspected H7N2 influenza a outbreak in humans in wales,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:49.121661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:46.950325Z digest=sha256:dab47be7a8e0e918095d1a95a1199f7cc43c24217214c089801e07428f0f1b7c

Observation f62d4c31-3ced-4647-9cb8-dcc815a60f02 · outbound

This paper cites A high-resolution flux-matrix model describes the spread of diseases in a spatial network and the effect of mitigation strategies,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy A high-resolution flux-matrix model describes the spread of diseases in a spatial network and the effect of mitigation strategies,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:49.105172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:46.955782Z digest=sha256:c11907631f8a889d24dfa65b35c502376afdbb032f6ed8abbedf18e0fb90cefc

Observation a8babb8c-9c3a-46a8-b3a7-1403d7caedce · outbound

This paper cites Multiscale mobility networks and the spatial spread- ing of infectious diseases,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy Multiscale mobility networks and the spatial spread- ing of infectious diseases,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:49.088996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:46.962193Z digest=sha256:e5be8c35892aa0c958ed364cc930808ecbd8bc139b3c9cb8d8413d0fb0025c04

Observation 66c3c073-c537-487c-b9e2-9abb927499ec · outbound

This paper cites Locally differentially private analysis of graph statistics,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy Locally differentially private analysis of graph statistics,

Reference 18

Resolution
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raw_fallback, observed 2026-08-09T22:18:49.071471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:46.968347Z digest=sha256:a86b5f786da3e81c64a03652c7477ad64826db97799e7de25839fa8e70934338

Observation 660661ab-f333-4608-b4d6-aa0c535b09de · outbound

This paper cites Private analysis of graph structure,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy Private analysis of graph structure,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:49.053633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:46.973779Z digest=sha256:167c08d96e6f3dfb3ab28acff95592a5c02d061628d5e3617b02767f70abebeb

Observation 78eeddbd-eec7-4330-ba0b-19fcc1415937 · outbound

This paper cites Publishing graph degree distribution with node differential privacy,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy Publishing graph degree distribution with node differential privacy,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:49.036846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:46.980231Z digest=sha256:ad5bd55c97d8b19caed348e5354e681642a7feeaf1bf77b19b553f18dc99b79b

Observation 29a3d728-d946-4149-abf5-dfb287ff882c · outbound

This paper cites Differentially private graph publishing with degree distribution preservation,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy Differentially private graph publishing with degree distribution preservation,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:49.019796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:46.987283Z digest=sha256:b00431bf3c7d6a18b16a999d25a2139dce7d663720feb358da2f6079d73404b5

Observation 88e1c98d-2961-447a-90eb-346996269e22 · outbound

This paper cites Edge differential privacy for algebraic connectivity of graphs,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy Edge differential privacy for algebraic connectivity of graphs,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:49.003014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:47.062711Z digest=sha256:bc6ccaf4b78e3d0210d147b26a8e1399af6da3e3d4e42c0312f8a20fc324846d

Observation 6f341fc6-23f8-4970-8406-33b3c58bc471 · outbound

This paper cites The algorithmic foundations of differential privacy,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy The algorithmic foundations of differential privacy,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:48.983023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:47.143065Z digest=sha256:a57100b8e2cfc7a8accf8d758d26ac1fd826f144a7147aad9f39a0d8fded9011

Observation c5fd4b9d-538a-4c63-9311-b6b5ea97502c · outbound

This paper cites Differential privacy in control and network systems,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy Differential privacy in control and network systems,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:48.850521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:47.191928Z digest=sha256:9a6a7e29b57f40b14692bd37dacc9cd84342117553f6a20c1b97fa78dfa838e5

Observation 96aa9e0b-fc79-45ab-ac49-63ec49857fdd · outbound

This paper cites Differentially private smart metering: Implementation, analytics, and billing,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy Differentially private smart metering: Implementation, analytics, and billing,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:48.687303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:47.282894Z digest=sha256:ee9b0c153d806ccb9f05ae9f894eb530e32090b554149e70b3ba92fc40191f7a

Observation cbda85a5-108e-494e-859c-6f3664ab6c2c · outbound

This paper cites Differentially private formation control,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy Differentially private formation control,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:48.526264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:47.380812Z digest=sha256:fd033c4165ad5af6c0919361e78445df443f5c9ab32e194ab2b3026bbed99fc6

Observation c64dab97-466f-4aaf-9769-41d319067b15 · outbound

This paper cites Node and edge differential privacy for graph laplacian spectra: Mechanisms and scaling laws,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy Node and edge differential privacy for graph laplacian spectra: Mechanisms and scaling laws,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:48.509090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:47.477302Z digest=sha256:2a66a1021c4ed17e968e878e7be577d7c5ae1931a49a97ebf44ad67737a0db60

Observation 9d35ca9f-490d-4f41-b575-e5c7421e4541 · outbound

This paper cites Distributed reproduction numbers of networked epidemics,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy Distributed reproduction numbers of networked epidemics,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:48.491444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:47.483176Z digest=sha256:44972ba4a8c31a6d3b67df271edcaef2f1aa4dae75d20e5d70fdcc5d5e11667e

Observation 27bcdb8b-c785-4b58-bc9a-79ba0ee7d0fb · outbound

This paper cites Differentially private computation of basic reproduction numbers in networked epidemic models,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy Differentially private computation of basic reproduction numbers in networked epidemic models,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:48.474795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:47.489498Z digest=sha256:ad15d664305fcee6e4645e42bc707ad34a02a0fcf3e407023a4730e78bd98d1b

Observation 870813b0-b1f0-485f-b060-9549a90c725f · outbound

This paper cites Modeling, estimation, and analysis of epidemics over networks: An overview,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy Modeling, estimation, and analysis of epidemics over networks: An overview,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:48.459563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:47.494146Z digest=sha256:56aa93001bbdd98bafe3d745734e84a31179bca300d48bfcf93a9f1a3a6f2f66

Observation 3e5d24dd-e89c-4d53-a648-0cb2da44cc1e · outbound

This paper cites The construction of next-generation matrices for compartmental epidemic models,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy The construction of next-generation matrices for compartmental epidemic models,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:48.441210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:47.499231Z digest=sha256:2f77a9ab9c85910325fe3c759f4303659f993a15594a9f5f71879938703f0dd6

Observation 50d01298-b93d-4aa3-b53c-b551d31ed136 · outbound

This paper cites Peak infection time for a networked SIR epidemic with opinion dynamics,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy Peak infection time for a networked SIR epidemic with opinion dynamics,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:48.415963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:47.504272Z digest=sha256:8431109ab5ad9ae8928f39aac76e8becf31353767ecf533913bf094aa4f15579

Observation f18ed315-1bdb-4198-8589-7d5c3e8f917a · outbound

This paper cites Shortest paths and distances with differential privacy,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy Shortest paths and distances with differential privacy,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:48.398666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:47.509729Z digest=sha256:4d48c1a15b4b958e68c5eeaad376c9eaffddd83d90e0741d1e0ff4b2b4e0a2ff

Observation aedf85a3-dc48-4fbc-97ff-bef9253d885a · outbound

This paper cites Accurate estimation of the degree distribution of private networks,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy Accurate estimation of the degree distribution of private networks,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:48.381963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:47.515065Z digest=sha256:0dc0d6cf456fc0e3baff67f854a066dea3af14ee7820d212727b7270f21fc69b

Observation 3373b684-e7e6-45fb-bf1e-c46e21fc292b · outbound

This paper cites Differentially Private Data Analysis of Social Networks via Restricted Sensitivity.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy Differentially Private Data Analysis of Social Networks via Restricted Sensitivity

Reference 35

Resolution
verified exact
local_arxiv, observed 2026-08-09T22:18:47.672141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:47.519725Z digest=sha256:c69f6c19cac88188525ad5d63727df48a111d292f3a403d89d61bc837dd77dd9

Observation dd61959a-ab96-4328-8fa7-d32fe176a086 · outbound

This paper cites High- resolution measurements of face-to-face contact patterns in a primary school,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy High- resolution measurements of face-to-face contact patterns in a primary school,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:48.319480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:47.525110Z digest=sha256:95989106c6742bfe6b55e8fd42aee652a4d6bcb0373e64fbc86d06226b173d18

Observation dfc4e0ac-3111-42e0-9161-8fbf801f44fe · outbound

This paper cites What can we learn privately?.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy What can we learn privately?

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:48.181803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:47.530003Z digest=sha256:ec40ef674ab2f18a7ccc90c545fc0c8333c79e0efd2d6fd22ec66cef60c05374

Observation 37993d50-082c-4024-a6c2-8f347a8789d0 · outbound

This paper cites Differential privacy: An economic method for choosing epsilon,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy Differential privacy: An economic method for choosing epsilon,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:48.142048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:47.534924Z digest=sha256:04bab923bf47b5faac99d57c23106565dede84c4ad6117187a145ddc28d05b08

Observation 39684ebf-7056-45c6-88a6-6874aaccd756 · outbound

This paper cites The truncated normal distribution,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy The truncated normal distribution,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:48.125712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:47.540268Z digest=sha256:3fdb484ce998e01823eb243b29f8c084e2df231aa070ce8e82d1bb30bc24076a

Observation 347c58b6-d403-4c1f-a7f7-2a021e126705 · outbound

This paper cites On the dynamics of deterministic epidemic propagation over networks,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy On the dynamics of deterministic epidemic propagation over networks,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:48.095394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:47.545680Z digest=sha256:2209dae5bcdd27ff5775f1e5c09ef420a7da577eea3968d9867b4162e95cf22c

Observation e6f2820a-5c27-4319-b3cb-12e7d215d99f · outbound

This paper cites an unresolved cited work.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-09T22:18:48.073758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:47.550944Z digest=sha256:fdf5e7eaaa186820dfa628f5acd96a2d34e00d82e39f555adbb1a560361c25d4

Observation 662a1932-eff1-419b-9938-b43e1a2e6971 · outbound

This paper cites The bounded Gaussian mechanism for differen- tial privacy,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy The bounded Gaussian mechanism for differen- tial privacy,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:48.053948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:47.556293Z digest=sha256:f6da586b1aa73e5e0e968b9b0306595fbb4969b6d0fae9f7c28f2dfc73a3d019

Observation 54b551a3-ce2a-4175-8aa9-865d59d53be8 · outbound

This paper cites Distributed differential privacy via shuffling,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy Distributed differential privacy via shuffling,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:48.036199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:47.561521Z digest=sha256:9e9a3688e532e2fdd7ccbc1de7513162ee6c83503d0f2e7b6bdbf1075bc526df

Observation 2cca196a-5f27-459f-9f51-2b55cd155eb6 · outbound

This paper cites SafeGraph Social Distancing Metrics,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy SafeGraph Social Distancing Metrics,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:48.018759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:47.565985Z digest=sha256:c1e21ff70b475aa02dd36172be3af6d3ef782d595d5b294b3b65e0a0a85f8a20

Observation d65a10f4-c16c-4b38-844b-bda9d466c24e · outbound

This paper cites An interactive web-based dashboard to track COVID-19 in real time,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy An interactive web-based dashboard to track COVID-19 in real time,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:48.002371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:47.571727Z digest=sha256:373688d83265b2c893195254d096841b6095976f08747f181179ab4b1e96f51b

Observation a613b120-e91f-41a2-8167-82e00bbf7c05 · outbound

This paper cites SafeGraph Open Census Data ,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy SafeGraph Open Census Data ,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:47.984868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:47.577054Z digest=sha256:f688daaf03d7727954a9d689cf318546fc13e3f271f3450da0bb6dd462a5e963

Observation 210d39e9-5d01-4cde-8731-13e9ff75ea74 · outbound

This paper cites Effective Reproductive Num- ber estimation for initial stage of COVID-19 pandemic in Latin Amer- ican Countries,.

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy Effective Reproductive Num- ber estimation for initial stage of COVID-19 pandemic in Latin Amer- ican Countries,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T22:18:47.873950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T22:18:47.581949Z digest=sha256:5d06795302f37f3e8b8f8d1796170552f4e9addbb40b0aa6f91a643977c453ba

Pith citing papers

Observation dc6fdcab-d144-41ae-8a54-1497162ae384 · inbound

Differentially Private Modeling of Disease Transmission within Human Contact Networks cites this paper.

Differentially Private Modeling of Disease Transmission within Human Contact Networks Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-11T06:56:00.894768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-10T17:23:12.073248Z digest=sha256:255fe1317d866b7eb1ef8da30e89ece3d48ce37c757a3c8e455a99499b091580