Paper Citation Record · LEDGER

Detecting Switching Attacks On Traffic Flow Regulation For Changing Driving Patterns

As of 8 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2505.23033.

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

pith.paper-citation-record.v1
2505.23033 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:00:51.383237Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

32 of 32 outbound references displayed

verified exact2
verified fuzzy29
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 36eebc9f-7a5d-408c-96e3-8e4969f32b18 · outbound

This paper cites Smart Cities As Cyber-physical Social Systems.

Detecting Switching Attacks On Traffic Flow Regulation For Changing Driving Patterns Smart Cities As Cyber-physical Social Systems

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:00:59.779918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1f606157-00cf-401b-9972-d54ca0d42abe · outbound

This paper cites Implications Of Traffic Signal Cybersecurity On Potential Deliberate Traffic Disruptions.

Detecting Switching Attacks On Traffic Flow Regulation For Changing Driving Patterns Implications Of Traffic Signal Cybersecurity On Potential Deliberate Traffic Disruptions

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:00:59.644812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f38f4200-cec9-4f59-8e53-e3cbdd8682a8 · outbound

This paper cites Secure traffic networks in smart cities: Analysis and design of cyber-attack detection algorithms.

Detecting Switching Attacks On Traffic Flow Regulation For Changing Driving Patterns Secure traffic networks in smart cities: Analysis and design of cyber-attack detection algorithms

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:00:59.421712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 59bfdb32-8039-46a0-9b7b-b2d231ca4712 · outbound

This paper cites A socio-technical approach for resilient connected transportation systems in smart cities.

Detecting Switching Attacks On Traffic Flow Regulation For Changing Driving Patterns A socio-technical approach for resilient connected transportation systems in smart cities

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:00:59.225176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 569f1c5a-3e3b-44ed-8bdc-ea855b2a73d3 · outbound

This paper cites Security of cyber-physical systems under compromised switching.

Detecting Switching Attacks On Traffic Flow Regulation For Changing Driving Patterns Security of cyber-physical systems under compromised switching

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:00:59.062200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8384da59-1af6-4e6b-8c86-be8e0bc69453 · outbound

This paper cites Comparative model accuracy of a data-fitted generalized Aw-Rascle-Zhang model.

Detecting Switching Attacks On Traffic Flow Regulation For Changing Driving Patterns Comparative model accuracy of a data-fitted generalized Aw-Rascle-Zhang model

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:00:51.891292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 96a860f4-5391-4d16-8d43-6ce79daa7362 · outbound

This paper cites An Extended Kalman Filter Application For Traffic State Estimation Using CTM With Implicit Mode Switching And Dynamic Parameters.

Detecting Switching Attacks On Traffic Flow Regulation For Changing Driving Patterns An Extended Kalman Filter Application For Traffic State Estimation Using CTM With Implicit Mode Switching And Dynamic Parameters

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:00:58.921353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ab03321b-ea38-4bbf-84ae-6b580662a4dd · outbound

This paper cites Distributionally Robust Ramp Metering Under Traffic Demand Uncertainty.

Detecting Switching Attacks On Traffic Flow Regulation For Changing Driving Patterns Distributionally Robust Ramp Metering Under Traffic Demand Uncertainty

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:00:58.702158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3f41d4b6-e7cf-462c-af2f-6532abb42add · outbound

This paper cites Urban Traffic Signal Control Robust Optimization Against Risk-averse And Worst-case Cyberattacks.

Detecting Switching Attacks On Traffic Flow Regulation For Changing Driving Patterns Urban Traffic Signal Control Robust Optimization Against Risk-averse And Worst-case Cyberattacks

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:00:58.491789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 69aef739-4886-4314-b671-b2ffce6f8701 · outbound

This paper cites Distributed Cooperative Coverage Control Of Sensor Networks.

Detecting Switching Attacks On Traffic Flow Regulation For Changing Driving Patterns Distributed Cooperative Coverage Control Of Sensor Networks

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:00:58.277250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2fb3378f-1ee0-4e64-a7d0-d98d3de2e9bf · outbound

This paper cites Two-layer Adaptive Signal Control Frame- work For Large-scale Dynamically-congested Networks: Combining Efficient Max Pressure With Perimeter Control.

Detecting Switching Attacks On Traffic Flow Regulation For Changing Driving Patterns Two-layer Adaptive Signal Control Frame- work For Large-scale Dynamically-congested Networks: Combining Efficient Max Pressure With Perimeter Control

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:00:58.045508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation eb25c677-18f3-4812-a76b-10ca48d5d431 · outbound

This paper cites Ramp Metering Strategies: A Literature Review.

Detecting Switching Attacks On Traffic Flow Regulation For Changing Driving Patterns Ramp Metering Strategies: A Literature Review

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:00:57.783071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 614e54a7-a69a-4b26-a0b6-7eaecc4fc574 · outbound

This paper cites Creating Complex Congestion Pat- terns Via Multi-objective Optimal Freeway Traffic Control With Application To Cyber-security.

Detecting Switching Attacks On Traffic Flow Regulation For Changing Driving Patterns Creating Complex Congestion Pat- terns Via Multi-objective Optimal Freeway Traffic Control With Application To Cyber-security

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:00:57.515210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8b76cc7b-41f1-4fcc-9745-834c57718af2 · outbound

This paper cites Green Lights Forever: Analyzing The Security Of Traffic Infrastructure.

Detecting Switching Attacks On Traffic Flow Regulation For Changing Driving Patterns Green Lights Forever: Analyzing The Security Of Traffic Infrastructure

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:00:57.214329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0dbc3dd5-d8ca-4a58-8c34-62b388656795 · outbound

This paper cites Effects Of Cyberattacks On Regional Traffic Networks In A Connected Vehicle Environment.IEEE Transactions on Network Science and Engineering, 2025.

Detecting Switching Attacks On Traffic Flow Regulation For Changing Driving Patterns Effects Of Cyberattacks On Regional Traffic Networks In A Connected Vehicle Environment.IEEE Transactions on Network Science and Engineering, 2025

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:00:57.101351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c24d0a59-6ae7-4b00-a423-994d33183cef · outbound

This paper cites Eval- uating Impact Of Remote-access Cyber-attack On Lane Changes For Connected Automated Vehicles.

Detecting Switching Attacks On Traffic Flow Regulation For Changing Driving Patterns Eval- uating Impact Of Remote-access Cyber-attack On Lane Changes For Connected Automated Vehicles

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:00:56.935653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 44be50ac-4ef3-47b9-b243-3242516601ad · outbound

This paper cites A Cyberattack Detection-isolation Algorithm For CA V Under Changing Driving Environment.

Detecting Switching Attacks On Traffic Flow Regulation For Changing Driving Patterns A Cyberattack Detection-isolation Algorithm For CA V Under Changing Driving Environment

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:00:56.671229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ba6ed9e1-0c6f-47f4-97d3-7816293b53ae · outbound

This paper cites Assessment Of Cyberattack Detection-Isolation Algorithm For CA V Pla- toons Using SUMO.

Detecting Switching Attacks On Traffic Flow Regulation For Changing Driving Patterns Assessment Of Cyberattack Detection-Isolation Algorithm For CA V Pla- toons Using SUMO

Reference 18

Resolution: verified exact; raw_fallback, observed 2026-08-07T13:00:51.666586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f3c086be-5ef2-407a-a832-0b2dc2b50818 · outbound

This paper cites Cyber-attack detection in socio-technical transportation systems exploiting redundancies between physical and social data.

Detecting Switching Attacks On Traffic Flow Regulation For Changing Driving Patterns Cyber-attack detection in socio-technical transportation systems exploiting redundancies between physical and social data

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:00:56.482831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7cdb4b95-9a47-43f1-aafa-22b3be77727e · outbound

This paper cites Stealthy Attack Detection Of Controlled Ramp Meters In Freeway Networks.

Detecting Switching Attacks On Traffic Flow Regulation For Changing Driving Patterns Stealthy Attack Detection Of Controlled Ramp Meters In Freeway Networks

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:00:56.203265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bc76d883-ac5f-4ddf-9dd6-04faee6a1ce6 · outbound

This paper cites Spoofing Cyber Attack Detection In Probe-based Traffic Moni- toring Systems Using Mixed Integer Linear Programming.

Detecting Switching Attacks On Traffic Flow Regulation For Changing Driving Patterns Spoofing Cyber Attack Detection In Probe-based Traffic Moni- toring Systems Using Mixed Integer Linear Programming

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:00:55.972270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ed9646b8-fab6-4308-abdd-7549b4a0683e · outbound

This paper cites Detection Of Cyber-attacks In Automotive Traffic Using Macroscopic Models And Gaussian Processes.

Detecting Switching Attacks On Traffic Flow Regulation For Changing Driving Patterns Detection Of Cyber-attacks In Automotive Traffic Using Macroscopic Models And Gaussian Processes

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:00:55.677046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5ab38a3d-d577-47a4-82bb-ec1d2aae9d2d · outbound

This paper cites Vulnerability Mitigation Of Urban Traffic Control Against Cyberattacks Using Secure Multi-Party Computation.

Detecting Switching Attacks On Traffic Flow Regulation For Changing Driving Patterns Vulnerability Mitigation Of Urban Traffic Control Against Cyberattacks Using Secure Multi-Party Computation

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:00:55.409221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9b905a47-7f14-49b7-a364-76ef65ed9fb9 · outbound

This paper cites A Physics-informed Deep Learning Paradigm For Traffic State And Fundamental Diagram Estimation.

Detecting Switching Attacks On Traffic Flow Regulation For Changing Driving Patterns A Physics-informed Deep Learning Paradigm For Traffic State And Fundamental Diagram Estimation

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:00:55.082056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 61e32826-2ca8-4e19-bae4-78b93632770d · outbound

This paper cites Aw and Michel Rascle.

Detecting Switching Attacks On Traffic Flow Regulation For Changing Driving Patterns Aw and Michel Rascle

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:00:54.828234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 76a2e206-fa19-4597-b823-a0d4747ff3a3 · outbound

This paper cites an unresolved cited work.

Detecting Switching Attacks On Traffic Flow Regulation For Changing Driving Patterns Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:00:54.530548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 56190571-9512-4be8-91f8-a8d96ebd1b28 · outbound

This paper cites Mode-dependent Spatiotemporal Event-triggered Control For Switched Nonlinear PDE Systems With Persistent Dwell-time Switching Regulation.

Detecting Switching Attacks On Traffic Flow Regulation For Changing Driving Patterns Mode-dependent Spatiotemporal Event-triggered Control For Switched Nonlinear PDE Systems With Persistent Dwell-time Switching Regulation

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:00:54.273553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4315473b-e690-4231-8e92-851c96954ded · outbound

This paper cites Traffic Congestion Control For Aw–Rascle–Zhang Model.

Detecting Switching Attacks On Traffic Flow Regulation For Changing Driving Patterns Traffic Congestion Control For Aw–Rascle–Zhang Model

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:00:53.980643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 81086ecc-592e-4482-85ff-a4f5179b67d9 · outbound

This paper cites Constructing A Fundamental Diagram For Traffic Flow With Automated Vehicles: Methodology And Demonstration.

Detecting Switching Attacks On Traffic Flow Regulation For Changing Driving Patterns Constructing A Fundamental Diagram For Traffic Flow With Automated Vehicles: Methodology And Demonstration

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:00:53.738539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d592ed50-8db3-4ec7-8aee-e41f1119c457 · outbound

This paper cites An Empirical Study On Parameters Affecting Traffic Stream Variables Under Rainy Conditions.

Detecting Switching Attacks On Traffic Flow Regulation For Changing Driving Patterns An Empirical Study On Parameters Affecting Traffic Stream Variables Under Rainy Conditions

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:00:53.499280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f3ee6418-02e7-43da-8c97-cd31d7d77303 · outbound

This paper cites Model-based Fault Diagnosis Techniques: Design Schemes, Algorithms, And Tools.

Detecting Switching Attacks On Traffic Flow Regulation For Changing Driving Patterns Model-based Fault Diagnosis Techniques: Design Schemes, Algorithms, And Tools

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:00:52.965282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7142d6e0-3b22-4ced-a640-bf55cc162390 · outbound

This paper cites Actuator anomaly detection in linear parabolic distributed parameter cyber- physical systems.

Detecting Switching Attacks On Traffic Flow Regulation For Changing Driving Patterns Actuator anomaly detection in linear parabolic distributed parameter cyber- physical systems

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:00:52.114655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.