Paper Citation Record · LEDGER

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks

As of 22 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2606.08473.

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

pith.paper-citation-record.v1
2606.08473 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T18:58:58.753205Z

measured 40 of 40 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 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

40 of 40 outbound references displayed

verified exact1
verified fuzzy0
unresolved39
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 32e5d04c-cf84-4ef5-a467-16c28e3a158f · outbound

This paper cites When The Lights Went Out: A Comprehensive Review Of The 2015 Attacks On Ukrainian Critical Infrastructure,.

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks When The Lights Went Out: A Comprehensive Review Of The 2015 Attacks On Ukrainian Critical Infrastructure,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-27T18:58:58.753205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b09ebdaf-c332-4cb3-a149-cb540ca27f2d · outbound

This paper cites US accuses Russia of cyberattacks on power grid,.

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks US accuses Russia of cyberattacks on power grid,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-27T18:58:58.753205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8957403e-ca45-45ea-8c27-7c4e537df5ed · outbound

This paper cites Available: https://www.cnn.com/2018/03/15/politics/ dhs-fbi-russia-power-grid/index.html.

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks Available: https://www.cnn.com/2018/03/15/politics/ dhs-fbi-russia-power-grid/index.html

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-27T18:58:58.753205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b455e82-4a23-481a-8225-1b99c68884fe · outbound

This paper cites Significant Cyber Incidents,.

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks Significant Cyber Incidents,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-27T18:58:58.753205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3b04251-78c6-41c7-931c-5d53881e2711 · outbound

This paper cites Data integrity attacks against outage manage- ment systems,.

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks Data integrity attacks against outage manage- ment systems,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-27T18:58:58.753205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fa4203e-d5fa-4e41-954a-d56f99e4b9d5 · outbound

This paper cites Modified grey wolf optimization approach for power system transmission line congestion management based on the influence of solar photovoltaic system,.

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks Modified grey wolf optimization approach for power system transmission line congestion management based on the influence of solar photovoltaic system,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-27T18:58:58.753205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7a8fa2f-024f-48a7-b33e-e0ea3a406131 · outbound

This paper cites False data injection attacks against synchronization systems in microgrids,.

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks False data injection attacks against synchronization systems in microgrids,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-27T18:58:58.753205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d55db40a-6432-4d7d-a571-438fd836e7ae · outbound

This paper cites Impact analysis of topology poisoning attacks on economic operation of the smart power grid,.

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks Impact analysis of topology poisoning attacks on economic operation of the smart power grid,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-27T18:58:58.753205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3abdeb40-320a-41fa-b448-289653d1da5f · outbound

This paper cites False Data Injection Attack Against Power System Small-Signal Stability.

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks False Data Injection Attack Against Power System Small-Signal Stability

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-07-02T22:27:25.364305Z

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.

Observation 90fde04b-c67c-44b0-beca-0998925d5736 · outbound

This paper cites Detection of false data injection attacks in a smart grid based on wls and an adaptive interpolation extended kalman filter,.

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks Detection of false data injection attacks in a smart grid based on wls and an adaptive interpolation extended kalman filter,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-27T18:58:58.753205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ca745a7-d4ce-4fb8-a54d-2fa31eaeb9d2 · outbound

This paper cites Abur and A.

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks Abur and A

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-27T18:58:58.753205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0096c55-5a37-47f0-8e38-3bc9b3c760be · outbound

This paper cites Ensuring cybersecurity of smart grid against data integrity attacks under concept drift,.

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks Ensuring cybersecurity of smart grid against data integrity attacks under concept drift,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-27T18:58:58.753205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bd3ce27-6bc8-4e29-a2a6-fcc38dafdead · outbound

This paper cites Detecting bi-level false data injection attack based on time series analysis method in smart grid,.

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks Detecting bi-level false data injection attack based on time series analysis method in smart grid,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-27T18:58:58.753205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83229825-b809-44a9-a09e-4bd0752436d7 · outbound

This paper cites (2023) Deep signal anomaly detector.

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks (2023) Deep signal anomaly detector

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-27T18:58:58.753205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aaa3afd2-9bcd-4c89-960f-0f59230c5b03 · outbound

This paper cites Joint detection and localization of stealth false data injection attacks in smart grids using graph neural networks,.

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks Joint detection and localization of stealth false data injection attacks in smart grids using graph neural networks,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-27T18:58:58.753205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11760aaa-c56e-4eb1-9296-7c9663767886 · outbound

This paper cites Generalized graph neural network-based detection of false data injection attacks in smart grids,.

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks Generalized graph neural network-based detection of false data injection attacks in smart grids,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-27T18:58:58.753205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9377f58f-d62d-4863-8a11-536b856b2b87 · outbound

This paper cites False data injection attacks against state estimation in electric power grids,.

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks False data injection attacks against state estimation in electric power grids,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-27T18:58:58.753205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cd24efb-be51-493a-909f-e579089200c3 · outbound

This paper cites Subspace methods for data attack on state estimation: A data driven approach,.

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks Subspace methods for data attack on state estimation: A data driven approach,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-27T18:58:58.753205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85bf2918-d895-4a8c-8011-c066685d797d · outbound

This paper cites Blind false data injection attack using pca approximation method in smart grid,.

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks Blind false data injection attack using pca approximation method in smart grid,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-27T18:58:58.753205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ab9c407-1a59-4925-bc2f-eef65a51f510 · outbound

This paper cites Modeling and perfor- mance evaluation of stealthy false data injection attacks on smart grid in the presence of corrupted measurements,.

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks Modeling and perfor- mance evaluation of stealthy false data injection attacks on smart grid in the presence of corrupted measurements,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-27T18:58:58.753205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac34b758-d13b-4491-8a22-00cf3019fa9b · outbound

This paper cites Finding the worse case: Undetectable false data injection with minimized knowledge and resource,.

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks Finding the worse case: Undetectable false data injection with minimized knowledge and resource,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-27T18:58:58.753205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3d61d34-f7ec-4021-b150-da0df7161313 · outbound

This paper cites Self-attention spatio-temporal deep collaborative network for robust fdia detection in smart grids.

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks Self-attention spatio-temporal deep collaborative network for robust fdia detection in smart grids

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-27T18:58:58.753205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fbfa9d9-d7a1-42ca-b8f6-0fd2e70bd186 · outbound

This paper cites Artificial intelligence techniques for stability analysis and control in smart grids: Methodologies, applications, challenges and future directions,.

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks Artificial intelligence techniques for stability analysis and control in smart grids: Methodologies, applications, challenges and future directions,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-27T18:58:58.753205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e5ebf19-e28d-4276-ad4d-fa78d292b096 · outbound

This paper cites Blind false data injection attacks against state estimation based on matrix reconstruction,.

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks Blind false data injection attacks against state estimation based on matrix reconstruction,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-27T18:58:58.753205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cca2ddbf-c16a-4c7e-84f8-1cf19db1cde3 · outbound

This paper cites Detection of false data injection attacks using the autoencoder approach,.

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks Detection of false data injection attacks using the autoencoder approach,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-27T18:58:58.753205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdba3c47-4aae-4207-84b3-e5519e3feb37 · outbound

This paper cites False data injection attack with minimal network infor- mation,.

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks False data injection attack with minimal network infor- mation,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-27T18:58:58.753205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10ff6ec0-a8ae-42b1-b5b9-a1a5c2779077 · outbound

This paper cites Attack power system state estima- tion by implicitly learning the underlying models,.

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks Attack power system state estima- tion by implicitly learning the underlying models,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-27T18:58:58.753205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b0dc4bf-ae5a-40b6-a05d-15adf8996f3a · outbound

This paper cites Vulnerability assessment of ac state estimation with respect to false data injection cyber-attacks,.

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks Vulnerability assessment of ac state estimation with respect to false data injection cyber-attacks,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-27T18:58:58.753205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab2d4c61-14c3-4d83-b8ad-e26421089b83 · outbound

This paper cites Machine learning- based techniques for false data injection attacks detection in smart grid: a review,.

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks Machine learning- based techniques for false data injection attacks detection in smart grid: a review,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-06-27T18:58:58.753205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22283883-dde1-40d8-9b2d-b6e426e08323 · outbound

This paper cites False data injection attacks (fdia) detection by deep learning techniques in smart grids: survey,.

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks False data injection attacks (fdia) detection by deep learning techniques in smart grids: survey,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-06-27T18:58:58.753205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6767c5da-0a91-4165-8b00-a56069eda60c · outbound

This paper cites A useful variant of the davis– kahan theorem for statisticians,.

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks A useful variant of the davis– kahan theorem for statisticians,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-06-27T18:58:58.753205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b40a90d-191f-461b-ab3a-0e8158452b6d · outbound

This paper cites Minimum cross entropy thresholding,.

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks Minimum cross entropy thresholding,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-06-27T18:58:58.753205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2211b4e4-7dc1-4003-a0f2-9523c0adb4fc · outbound

This paper cites An iterative algorithm for minimum cross entropy thresholding,.

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks An iterative algorithm for minimum cross entropy thresholding,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-06-27T18:58:58.753205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f40384d5-3ba9-4349-9f0c-7dbd6fdbb249 · outbound

This paper cites Fast low-rank modifications of the thin singular value decomposition,.

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks Fast low-rank modifications of the thin singular value decomposition,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-06-27T18:58:58.753205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d000af1-582b-4227-99ab-6fd761ab2d45 · outbound

This paper cites Mat- power: Steady-state operations, planning, and analysis tools for power systems research and education,.

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks Mat- power: Steady-state operations, planning, and analysis tools for power systems research and education,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-06-27T18:58:58.753205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8814c9f-3074-4b1a-9d68-cd5f293a91fa · outbound

This paper cites Privacy-preserving line outage detec- tion in distribution grids: An efficient approach with uncompromised performance,.

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks Privacy-preserving line outage detec- tion in distribution grids: An efficient approach with uncompromised performance,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-06-27T18:58:58.753205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e341221-151a-4b0a-ab46-c359c7d934d5 · outbound

This paper cites an unresolved cited work.

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-06-27T18:58:58.753205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57b79e6d-0d32-4b08-9ac5-e8255ec06bd8 · outbound

This paper cites Xtm: A novel transformer and lstm-based model for de- tection and localization of formally verified fdi attack in smart grid,.

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks Xtm: A novel transformer and lstm-based model for de- tection and localization of formally verified fdi attack in smart grid,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-06-27T18:58:58.753205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba6367e4-2c27-4a70-9441-e56450c203b9 · outbound

This paper cites Vulnerability of the load frequency control against the network parameter attack,.

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks Vulnerability of the load frequency control against the network parameter attack,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-06-27T18:58:58.753205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2741dd3e-6110-44d1-bb87-d290de559688 · outbound

This paper cites Integrity data attacks in power market operations,.

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks Integrity data attacks in power market operations,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-06-27T18:58:58.753205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.