Paper Citation Record · LEDGER

Secure Data Reconstruction: A Direct Data-Driven Approach

As of 9 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 1 inbound Pith citation observation for arXiv:2502.00436.

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

pith.paper-citation-record.v1
2502.00436 v2

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T19:07:57.757772Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:58:42.525491Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T05:58:42.706717Z

Reference resolution

33 of 33 outbound references displayed

verified exact0
verified fuzzy28
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dd6bbe69-f801-4de4-b228-85d28a3833ad · outbound

This paper cites Secure control: Towards survivable cyber-physical systems,.

Secure Data Reconstruction: A Direct Data-Driven Approach Secure control: Towards survivable cyber-physical systems,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:07:58.187815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cfd60335-e022-4e1c-a830-e0747950d667 · outbound

This paper cites Observer- based detection and identification of sensor attacks in networked cpss,.

Secure Data Reconstruction: A Direct Data-Driven Approach Observer- based detection and identification of sensor attacks in networked cpss,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:07:58.177526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 90c1fe3e-3090-4a9d-afbf-16e56f45821a · outbound

This paper cites Networked control systems under cyber attacks with applications to power networks,.

Secure Data Reconstruction: A Direct Data-Driven Approach Networked control systems under cyber attacks with applications to power networks,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:07:58.166925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 630d579e-cc46-4c7f-8e38-529193cfce0a · outbound

This paper cites False data injection on state estimation in power systems—attacks, impacts, and defense: A survey,.

Secure Data Reconstruction: A Direct Data-Driven Approach False data injection on state estimation in power systems—attacks, impacts, and defense: A survey,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:07:58.155673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c4cc9630-079c-433f-8a39-7abe4c34c366 · outbound

This paper cites Secure state estimation against sensor attacks in the presence of noise,.

Secure Data Reconstruction: A Direct Data-Driven Approach Secure state estimation against sensor attacks in the presence of noise,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:07:58.143126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a7bc7275-c2a2-4d33-8155-d5921e9c1296 · outbound

This paper cites On the computational complexity of the secure state-reconstruction problem,.

Secure Data Reconstruction: A Direct Data-Driven Approach On the computational complexity of the secure state-reconstruction problem,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:07:58.132291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0c018cfa-953b-4c4d-85dc-b2c462fd97cf · outbound

This paper cites Low complexity secure state estimation design for linear system with non-derogatory dynamics,.

Secure Data Reconstruction: A Direct Data-Driven Approach Low complexity secure state estimation design for linear system with non-derogatory dynamics,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:07:58.120779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4352db84-5935-4ae7-b8d6-d6c367860eb7 · outbound

This paper cites Attack-resilient H2, H∞, and ℓ1 state estimator,.

Secure Data Reconstruction: A Direct Data-Driven Approach Attack-resilient H2, H∞, and ℓ1 state estimator,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:07:58.109139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bff2d61c-e0f1-4518-b6cc-3ec35102c50d · outbound

This paper cites Resilient multi-dimensional consensus in adversarial environment,.

Secure Data Reconstruction: A Direct Data-Driven Approach Resilient multi-dimensional consensus in adversarial environment,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:07:58.097850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5ac596b5-0bc4-4464-9dcf-eccea1b005ba · outbound

This paper cites Resilient asymptotic consensus in robust networks,.

Secure Data Reconstruction: A Direct Data-Driven Approach Resilient asymptotic consensus in robust networks,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-09T19:07:57.683926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04991bc3-f457-4506-824b-a88932b916b4 · outbound

This paper cites Direct data-driven control of constrained systems,.

Secure Data Reconstruction: A Direct Data-Driven Approach Direct data-driven control of constrained systems,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:07:58.080489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 38ef3e73-9562-4780-9eb7-2cfbd219e433 · outbound

This paper cites On the role of regularization in direct data-driven lqr control,.

Secure Data Reconstruction: A Direct Data-Driven Approach On the role of regularization in direct data-driven lqr control,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:07:58.069368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f6a17a3a-719e-4c6c-9ccf-335d61fa17d1 · outbound

This paper cites Data-driven dynamic interpolation and approximation,.

Secure Data Reconstruction: A Direct Data-Driven Approach Data-driven dynamic interpolation and approximation,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:07:58.057214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 622956d2-77d3-4993-82e6-18ae78eb03fe · outbound

This paper cites Behavioral systems theory in data-driven analysis, signal pro- cessing, and control,.

Secure Data Reconstruction: A Direct Data-Driven Approach Behavioral systems theory in data-driven analysis, signal pro- cessing, and control,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:07:58.046217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5fda5c39-347c-464d-afae-5826960205e5 · outbound

This paper cites Data-driven control based on the behavioral approach: From theory to applications in power systems,.

Secure Data Reconstruction: A Direct Data-Driven Approach Data-driven control based on the behavioral approach: From theory to applications in power systems,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-09T19:07:57.699717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2d5f3f4-0d1f-4715-8994-1ecd98c3a875 · outbound

This paper cites A note on persistency of excitation,.

Secure Data Reconstruction: A Direct Data-Driven Approach A note on persistency of excitation,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-09T19:07:57.702963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2235b93-8b3d-48a7-9ad0-1175561f01c8 · outbound

This paper cites Identifiability in the behavioral setting,.

Secure Data Reconstruction: A Direct Data-Driven Approach Identifiability in the behavioral setting,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:07:58.022435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 07e7090a-5e04-48b6-9b31-d3a7f8974813 · outbound

This paper cites On the persistency of excitation,.

Secure Data Reconstruction: A Direct Data-Driven Approach On the persistency of excitation,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:07:58.011995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8ff09e42-0fb6-4a0b-91d1-36b86b2d5cb3 · outbound

This paper cites A trajectory-based framework for data- driven system analysis and control,.

Secure Data Reconstruction: A Direct Data-Driven Approach A trajectory-based framework for data- driven system analysis and control,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:07:58.001815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 64b78d16-3af7-4a06-bcde-5a8bac84e0c3 · outbound

This paper cites Data-driven internal model control of second-order discrete volterra systems,.

Secure Data Reconstruction: A Direct Data-Driven Approach Data-driven internal model control of second-order discrete volterra systems,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:07:57.991737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ad1def0f-8a5a-48bc-940b-5c7f7a41333b · outbound

This paper cites Data-based system analysis and control of flat nonlinear systems,.

Secure Data Reconstruction: A Direct Data-Driven Approach Data-based system analysis and control of flat nonlinear systems,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:07:57.981620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 94e74baf-b2bb-486f-9b91-f07cb265bbb8 · outbound

This paper cites Fundamental lemma for data-driven analysis of linear parameter-varying systems,.

Secure Data Reconstruction: A Direct Data-Driven Approach Fundamental lemma for data-driven analysis of linear parameter-varying systems,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:07:57.971877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d6294f9d-6a41-4f9f-bfa5-f8a3351d57e8 · outbound

This paper cites Data-driven simulation of generalized bilinear systems via linear time-invariant embedding,.

Secure Data Reconstruction: A Direct Data-Driven Approach Data-driven simulation of generalized bilinear systems via linear time-invariant embedding,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:07:57.961596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f04ea123-33f1-4344-910e-875480d5ac1c · outbound

This paper cites The behavioral approach to open and interconnected systems: Modeling by tearing, zooming, and linking,.

Secure Data Reconstruction: A Direct Data-Driven Approach The behavioral approach to open and interconnected systems: Modeling by tearing, zooming, and linking,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:07:57.950620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2f4bcab4-70e0-400a-a277-b07390869427 · outbound

This paper cites When is the secure state-reconstruction problem hard?.

Secure Data Reconstruction: A Direct Data-Driven Approach When is the secure state-reconstruction problem hard?

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:07:57.940178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation accae734-c95f-4e3a-abae-de63282857ac · outbound

This paper cites Secure state estimation for cyber-physical systems under sensor attacks: A satisfiability modulo theory approach,.

Secure Data Reconstruction: A Direct Data-Driven Approach Secure state estimation for cyber-physical systems under sensor attacks: A satisfiability modulo theory approach,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:07:57.930233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fc3b6cae-665f-4575-ac13-91de2ed47e0c · outbound

This paper cites Binary hypothesis testing with byzantine sensors: Fundamental tradeoff between security and efficiency,.

Secure Data Reconstruction: A Direct Data-Driven Approach Binary hypothesis testing with byzantine sensors: Fundamental tradeoff between security and efficiency,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:07:57.919928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8ce9cf0d-0a68-4576-8352-19f3b736272c · outbound

This paper cites Secure estimation and control for cyber-physical systems under adversarial attacks,.

Secure Data Reconstruction: A Direct Data-Driven Approach Secure estimation and control for cyber-physical systems under adversarial attacks,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:07:57.909676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9b6cc3cb-b3da-4d81-93ed-60ca2caae3c9 · outbound

This paper cites Boyd and L.

Secure Data Reconstruction: A Direct Data-Driven Approach Boyd and L

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-09T19:07:57.744768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13b29ae9-0538-45f1-ba0c-47eff259cc99 · outbound

This paper cites The group lasso for logistic regression,.

Secure Data Reconstruction: A Direct Data-Driven Approach The group lasso for logistic regression,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:07:57.893859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2cd9f309-1ef7-41ef-a36d-4704cbd888d6 · outbound

This paper cites B ¨uhlmann and S.

Secure Data Reconstruction: A Direct Data-Driven Approach B ¨uhlmann and S

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:07:57.883502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a44df69f-7174-447a-8402-906ac84eb523 · outbound

This paper cites Data-driven identifica- tion of attack-free sensors in networked control systems,.

Secure Data Reconstruction: A Direct Data-Driven Approach Data-driven identifica- tion of attack-free sensors in networked control systems,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-09T19:07:57.754533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ef1d8dc-0178-474b-bb9d-715bf5a14fae · outbound

This paper cites Dimension reduction for efficient data-enabled predictive control,.

Secure Data Reconstruction: A Direct Data-Driven Approach Dimension reduction for efficient data-enabled predictive control,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:07:57.873104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

Observation 73fefae4-76d0-4eee-8e2b-42ee7f5bc047 · inbound

Cyber Security of Sensor Systems for State Sequence Estimation: A Machine Learning Approach cites this paper.

Cyber Security of Sensor Systems for State Sequence Estimation: A Machine Learning Approach Secure Data Reconstruction: A Direct Data-Driven Approach

Reference 2025

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T05:58:42.857822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.