Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T13:32:34.833636Z
Paper Citation Record · LEDGER
Optimal Actuator Attacks on Autonomous Vehicles Using Reinforcement Learning
As of 20 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2502.07839.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
13 of 13 outbound references displayed
- verified exact1
- verified fuzzy10
- unresolved2
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation cf3c2972-21aa-4a23-a1b8-c6231f45ac2a · outbound
This paper cites APF-CPP: An artificial potential field based multi-robot online coverage path planning approach,.
Optimal Actuator Attacks on Autonomous Vehicles Using Reinforcement Learning APF-CPP: An artificial potential field based multi-robot online coverage path planning approach,
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:32:35.095335Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 752b297c-ce9b-4d4a-9cd7-5e567db1c37b · outbound
This paper cites MINER-RRT*: A hierarchical and fast trajectory planning framework in 3d cluttered environments,.
Optimal Actuator Attacks on Autonomous Vehicles Using Reinforcement Learning MINER-RRT*: A hierarchical and fast trajectory planning framework in 3d cluttered environments,
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:32:35.077413Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f9188d0d-f634-4b2c-9893-e66975f53fec · outbound
This paper cites A comprehensive survey and tutorial on smart vehicles: Emerging technologies, security issues, and solutions using machine learning,.
Optimal Actuator Attacks on Autonomous Vehicles Using Reinforcement Learning A comprehensive survey and tutorial on smart vehicles: Emerging technologies, security issues, and solutions using machine learning,
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:32:35.060469Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a862bf83-7961-4f0b-b433-a01b5502639c · outbound
This paper cites Lasso-based detection and identification of actuator integrity attacks in remote control systems,.
Optimal Actuator Attacks on Autonomous Vehicles Using Reinforcement Learning Lasso-based detection and identification of actuator integrity attacks in remote control systems,
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:32:35.042249Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 4c6f8e9b-d23e-4fe1-b5fa-6a55e161fffb · outbound
This paper cites Learning-based dos attack power allocation in multiprocess systems,.
Optimal Actuator Attacks on Autonomous Vehicles Using Reinforcement Learning Learning-based dos attack power allocation in multiprocess systems,
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:32:35.025927Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 08cb7a8e-56c9-4b79-8e0b-cef6ce29e29c · outbound
This paper cites A secure robot learning framework for cyber attack scheduling and countermeasure,.
Optimal Actuator Attacks on Autonomous Vehicles Using Reinforcement Learning A secure robot learning framework for cyber attack scheduling and countermeasure,
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:32:35.007253Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 82b89981-6050-4506-a27c-3ea50d230424 · outbound
This paper cites Optimal data injection attacks in cyber- physical systems,.
Optimal Actuator Attacks on Autonomous Vehicles Using Reinforcement Learning Optimal data injection attacks in cyber- physical systems,
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:32:34.989617Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5b5fcb52-e2d7-4cec-8a11-d93dcf5fec5e · outbound
This paper cites A class of optimal switching mixed data injection attack in cyber-physical systems,.
Optimal Actuator Attacks on Autonomous Vehicles Using Reinforcement Learning A class of optimal switching mixed data injection attack in cyber-physical systems,
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:32:34.972707Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b9680db9-2317-4bcf-ae62-e094c3739aeb · outbound
This paper cites Secure pose estimation for autonomous vehicles under cyber attacks,.
Optimal Actuator Attacks on Autonomous Vehicles Using Reinforcement Learning Secure pose estimation for autonomous vehicles under cyber attacks,
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:32:34.955949Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5f758e9c-3c59-4146-9661-9cbc0f3c2c75 · outbound
This paper cites QUADFormer: Learning-based Detection of Cyber Attacks in Quadrotor UAVs.
Optimal Actuator Attacks on Autonomous Vehicles Using Reinforcement Learning QUADFormer: Learning-based Detection of Cyber Attacks in Quadrotor UAVs
Reference 10
- Resolution
- verified exact
- local_arxiv, observed 2026-08-08T13:32:34.920859Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 7c1f55d0-4213-497b-9718-c3a874038169 · outbound
This paper cites Proximal Policy Optimization Algorithms.
Optimal Actuator Attacks on Autonomous Vehicles Using Reinforcement Learning Proximal Policy Optimization Algorithms
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:32:34.820612Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83151a41-a9e7-4ef0-83b4-16c16938dc22 · outbound
This paper cites Soft Actor-Critic Algorithms and Applications.
Optimal Actuator Attacks on Autonomous Vehicles Using Reinforcement Learning Soft Actor-Critic Algorithms and Applications
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:32:34.827682Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28beccdf-8fc7-4ed0-a6a2-d616988d0e57 · outbound
This paper cites Simultaneous stabilization and tracking of nonholonomic mobile robots: A lyapunov-based ap- proach,.
Optimal Actuator Attacks on Autonomous Vehicles Using Reinforcement Learning Simultaneous stabilization and tracking of nonholonomic mobile robots: A lyapunov-based ap- proach,
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:32:34.939363Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Pith citing papers
No inbound Pith citation observations are available.