A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network | Paper Citation Record

Observation d701af19-e546-463c-995b-3fdf3bf08f77 · outbound

This paper cites Adversarial attacks on intrusion detection systems in in-vehicle networks of connected and autonomous vehicles.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Adversarial attacks on intrusion detection systems in in-vehicle networks of connected and autonomous vehicles

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.692316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c52b08f-5a44-4510-aadc-6ec280de9933 · outbound

This paper cites Connected and autonomous vehicles: The global race to market.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Connected and autonomous vehicles: The global race to market

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.696839Z

Source-reported events for the cited work

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Observation d34fe13c-c07c-4e2c-8eb9-c7db53ab5ef1 · outbound

This paper cites Systematic risk characterisation of hardware threats to automotive systems.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Systematic risk characterisation of hardware threats to automotive systems

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.700417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90f20e77-0b85-4f4c-b196-39a4b17f1a77 · outbound

This paper cites Intrusion detection systems for intra-vehicle networks: A review.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Intrusion detection systems for intra-vehicle networks: A review

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.703570Z

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Unavailable: canonical work link unavailable.

Observation fa2d8ec7-8543-4b06-95ef-67cebc4dcd7d · outbound

This paper cites A robust multi-stage intrusion detection system for in-vehicle network security using hierarchical federated learning.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network A robust multi-stage intrusion detection system for in-vehicle network security using hierarchical federated learning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.707030Z

Source-reported events for the cited work

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Observation e611bf85-f682-416b-bfd6-ceaa657c597f · outbound

This paper cites An artificial neural network based anomaly detection method in can bus messages in vehicles.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network An artificial neural network based anomaly detection method in can bus messages in vehicles

Reference 6

Resolution: verified exact; raw_fallback, observed 2026-08-15T21:17:36.111351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 60f816f5-f839-4287-85c9-5375fc9990ee · outbound

This paper cites Cyberattacks and countermeasures for in-vehicle networks.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Cyberattacks and countermeasures for in-vehicle networks

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.714107Z

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Observation bd05ff5d-5a5d-481c-a50d-abeaea5f4986 · outbound

This paper cites Upstream’s 2024 global automotive cybersecurity report.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Upstream’s 2024 global automotive cybersecurity report

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.717718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8dc7f309-7427-49b4-9084-2b1558f1c026 · outbound

This paper cites Survey of automotive controller area network intrusion detection systems.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Survey of automotive controller area network intrusion detection systems

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.721386Z

Source-reported events for the cited work

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Observation 3a48fb9d-16ba-47a8-b9a3-8908cce248e0 · outbound

This paper cites Can injection: keyless car theft.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Can injection: keyless car theft

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.725192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c5500d1-378a-40cb-8f98-7892594578d4 · outbound

This paper cites Jeep hackers at it again, this time taking control of steering and braking systems.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Jeep hackers at it again, this time taking control of steering and braking systems

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.728915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2abb849-5ad8-477a-8983-eeef1d7c8018 · outbound

This paper cites New vehicle security research by keenlab: Experimental security assessment of bmw cars.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network New vehicle security research by keenlab: Experimental security assessment of bmw cars

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.732980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e1f7c23-83c0-48f7-a0e9-5b50d7c346dc · outbound

This paper cites Experimental security assessment on lexus cars.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Experimental security assessment on lexus cars

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.736393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06491e54-af46-4eaa-a69f-3947f1f966c4 · outbound

This paper cites Unlocking the full life-cycle value from connected-car data.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Unlocking the full life-cycle value from connected-car data

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.739754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e3b5a3b-e752-4e37-903f-b2122158ad01 · outbound

This paper cites Applying intrusion detection to automotive it-early insights and remaining challenges.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Applying intrusion detection to automotive it-early insights and remaining challenges

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.743124Z

Source-reported events for the cited work

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Observation 4b43f85e-692f-43fd-a10c-1083056bcd37 · outbound

This paper cites Ai-based intrusion detection systems for in-vehicle networks: A survey.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Ai-based intrusion detection systems for in-vehicle networks: A survey

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.746743Z

Source-reported events for the cited work

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Observation 7518d135-9026-46b0-80a3-33d5e4555bf7 · outbound

This paper cites Client-edge-cloud hierarchical federated learning.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Client-edge-cloud hierarchical federated learning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.750254Z

Source-reported events for the cited work

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Observation ec9a86f4-4750-4864-83c8-d55d70e915d5 · outbound

This paper cites A comprehensive survey and tutorial on smart vehicles: Emerging technologies, security issues, and solutions using machine learning.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network A comprehensive survey and tutorial on smart vehicles: Emerging technologies, security issues, and solutions using machine learning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.754007Z

Source-reported events for the cited work

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Observation 9d15875c-8f12-4cb4-aa2b-19ed9a7afbd3 · outbound

This paper cites Intrusion threats and security solutions for autonomous vehicle networks.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Intrusion threats and security solutions for autonomous vehicle networks

Reference 19

Resolution: verified exact; doi, observed 2026-08-15T21:17:34.445862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9ce51f29-2386-4287-8d50-a6c1ca492658 · outbound

This paper cites Automotive in vehicle network protocols.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Automotive in vehicle network protocols

Reference 20

Resolution: metadata mismatch; raw_fallback, observed 2026-08-15T21:17:35.902747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 97c8382f-54bb-4c9d-b54b-10cccb9b1c7f · outbound

This paper cites Intrusion detection system for automotive controller area network (can) bus system: a review.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Intrusion detection system for automotive controller area network (can) bus system: a review

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.763941Z

Source-reported events for the cited work

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Observation bfddd0a4-5508-4064-9196-8864a811ed70 · outbound

This paper cites In-vehicle networks: Attacks, vulnerabilities, and proposed solutions.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network In-vehicle networks: Attacks, vulnerabilities, and proposed solutions

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.767352Z

Source-reported events for the cited work

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Observation 728ade87-d92b-48c3-8b8f-f965bc7a516f · outbound

This paper cites In-vehicle network attacks and countermeasures: Challenges and future directions.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network In-vehicle network attacks and countermeasures: Challenges and future directions

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.770293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 918f8a4a-d5f3-410c-8de1-8e763a0fc9ac · outbound

This paper cites A survey of network intrusion detection systems for controller area network.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network A survey of network intrusion detection systems for controller area network

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.773362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43758216-8a8e-4d0f-ac7e-93417b2582c3 · outbound

This paper cites A survey of intrusion detection for in-vehicle networks.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network A survey of intrusion detection for in-vehicle networks

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.776339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8d3872e-fb8e-436f-af1f-c731a529f3cb · outbound

This paper cites A systematic survey of attack detection and prevention in connected and autonomous vehicles.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network A systematic survey of attack detection and prevention in connected and autonomous vehicles

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.780006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da9e9b99-a5b0-4df1-939d-70b522748cee · outbound

This paper cites Comprehensive experimental analyses of automotive attack surfaces.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Comprehensive experimental analyses of automotive attack surfaces

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.783102Z

Source-reported events for the cited work

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Observation e4d04204-6350-4c3e-ab2d-7f105e5874f7 · outbound

This paper cites Experimental security analysis of a modern automobile.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Experimental security analysis of a modern automobile

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.786569Z

Source-reported events for the cited work

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Observation a10c1952-a945-46d8-a2d4-268a51135991 · outbound

This paper cites Detecting attacks on the can protocol with machine learning.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Detecting attacks on the can protocol with machine learning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.789769Z

Source-reported events for the cited work

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Observation c0ce122d-622e-40a1-aeb1-061552980731 · outbound

This paper cites A practical wireless attack on the connected car and security protocol for in-vehicle can.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network A practical wireless attack on the connected car and security protocol for in-vehicle can

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.793705Z

Source-reported events for the cited work

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Observation c0b9251d-60d6-4f4b-96ff-3da218991780 · outbound

This paper cites Detecting in-vehicle intrusion via semi-supervised learning-based convolutional adversarial autoencoders.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Detecting in-vehicle intrusion via semi-supervised learning-based convolutional adversarial autoencoders

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.797721Z

Source-reported events for the cited work

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Observation fc3f8c97-657c-49ce-8f22-5a6e0978d7a8 · outbound

This paper cites Otids: A novel intrusion detection system for in-vehicle network by using remote frame.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Otids: A novel intrusion detection system for in-vehicle network by using remote frame

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.801033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7679b171-2b98-4a2d-b500-ef4bf44ba2dd · outbound

This paper cites Error handling of in-vehicle networks makes them vulnerable.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Error handling of in-vehicle networks makes them vulnerable

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.804331Z

Source-reported events for the cited work

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Observation 62a4cca1-a03c-4c52-9ae8-796b90b68526 · outbound

This paper cites An effective in-vehicle can bus intrusion detection system using cnn deep learning approach.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network An effective in-vehicle can bus intrusion detection system using cnn deep learning approach

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.809070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7688ca21-d165-47ee-89ad-cc71fc7fa94c · outbound

This paper cites Fuzz testing for automotive cyber-security.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Fuzz testing for automotive cyber-security

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.813267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a26125fe-a957-416d-acad-ef74555a703a · outbound

This paper cites Spoofing attack using bus-off attacks against a specific ecu of the can bus.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Spoofing attack using bus-off attacks against a specific ecu of the can bus

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.816482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b913a468-b4de-4766-ae08-c37163650130 · outbound

This paper cites Lstm-based intrusion detection system for in-vehicle can bus communications.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Lstm-based intrusion detection system for in-vehicle can bus communications

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.819694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2462cda-b71f-42a5-abd5-bd2f775226a5 · outbound

This paper cites A survey of attacks on controller area networks and corresponding countermeasures.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network A survey of attacks on controller area networks and corresponding countermeasures

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.822875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cd21b80-3d3e-48ff-b14f-3b8093b5d72e · outbound

This paper cites Demystifying in-vehicle intrusion detection systems: A survey of surveys and a meta-taxonomy.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Demystifying in-vehicle intrusion detection systems: A survey of surveys and a meta-taxonomy

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.826012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4554e438-1ded-4316-8c3b-130c1847b58a · outbound

This paper cites Towards viable intrusion detection methods for the automotive controller area network.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Towards viable intrusion detection methods for the automotive controller area network

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.830015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db14bf5f-fdc3-4682-b3b8-e8d1bed25b33 · outbound

This paper cites A survey of anomaly detection for connected vehicle cybersecurity and safety.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network A survey of anomaly detection for connected vehicle cybersecurity and safety

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.833188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 204eb224-a252-4080-a68a-d9ec8d15ec72 · outbound

This paper cites A taxonomy and survey of cyber-physical intrusion detection approaches for vehicles.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network A taxonomy and survey of cyber-physical intrusion detection approaches for vehicles

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.837651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb9738d8-4876-4087-a5c4-0885b8ab448e · outbound

This paper cites Intrusion detection systems in automotive ethernet networks: challenges, opportunities and future research trends.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Intrusion detection systems in automotive ethernet networks: challenges, opportunities and future research trends

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.840396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e65cbdc0-ea2f-4e04-871c-4c63aaaba21e · outbound

This paper cites Intrusion detection in the automotive domain: A comprehensive review.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Intrusion detection in the automotive domain: A comprehensive review

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.843225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dae29657-f301-4ab2-b7d3-51a9359d035d · outbound

This paper cites Machine learning based intrusion detection systems for connected autonomous vehicles: A survey.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Machine learning based intrusion detection systems for connected autonomous vehicles: A survey

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.845905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7479d42-596d-47cd-b36b-38ba313f8e84 · outbound

This paper cites A survey of deep learning-based intrusion detection in automotive applications.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network A survey of deep learning-based intrusion detection in automotive applications

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.848681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3784f3d7-6e62-49a2-a87b-e348e4793c35 · outbound

This paper cites Deep learning in the fast lane: A survey on advanced intrusion detection systems for intelligent vehicle networks.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Deep learning in the fast lane: A survey on advanced intrusion detection systems for intelligent vehicle networks

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.852306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8635cba-b676-4621-a0ff-727df81bf635 · outbound

This paper cites Security issues in internet of vehicles (iov): A comprehensive survey.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Security issues in internet of vehicles (iov): A comprehensive survey

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.855463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d615b7a1-3950-4cb7-94b9-7be849746987 · outbound

This paper cites A Survey of Federated Learning for Connected and Automated Vehicles.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network A Survey of Federated Learning for Connected and Automated Vehicles

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.859403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10906b72-5046-4ef5-a2b5-f4209e1abc4c · outbound

This paper cites A systematic review of systematic review process research in software engineering.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network A systematic review of systematic review process research in software engineering

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.863534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de3bb1df-4cbb-40ef-8f36-279f7f32cfbb · outbound

This paper cites Security and privacy requirements for the internet of things: A survey.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Security and privacy requirements for the internet of things: A survey

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.866827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cffeb5d6-5d43-4f1d-a0e0-9e2ebd4844b2 · outbound

This paper cites Guidelines for snowballing in systematic literature studies and a replication in software engineering.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Guidelines for snowballing in systematic literature studies and a replication in software engineering

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.870053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbb731f5-4498-4dd5-816d-a1a88d1db275 · outbound

This paper cites Intrusion Detection based on Federated Learning: a systematic review.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Intrusion Detection based on Federated Learning: a systematic review

Reference 53

Resolution: verified exact; local_arxiv, observed 2026-08-15T21:17:34.408917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a62db6ca-8cb3-4086-bd76-d4dd1931175f · outbound

This paper cites In-vehicle network intrusion detection using deep convolutional neural network.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network In-vehicle network intrusion detection using deep convolutional neural network

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.876626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2af69a6c-cae1-4180-bc7f-d9df0b7fce3f · outbound

This paper cites Detecting can bus intrusion by applying machine learning method to graph based features.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Detecting can bus intrusion by applying machine learning method to graph based features

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.880743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb8add52-5995-45d9-a214-c3ad4244c219 · outbound

This paper cites Can intrusion detection using long short-term memory (lstm).

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Can intrusion detection using long short-term memory (lstm)

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.883963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fda5f4a2-f530-4d81-924e-21a6a946cf26 · outbound

This paper cites An fpga-based intrusion detection system using binarised neural network for can bus systems.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network An fpga-based intrusion detection system using binarised neural network for can bus systems

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.887898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a837bfaa-657e-4e49-bac2-69f41d4bbc0a · outbound

This paper cites Network traffic anomaly detection in can bus based on ensemble learning.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Network traffic anomaly detection in can bus based on ensemble learning

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.891195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 747c9978-bf71-45a2-9cd0-1554869dcaa6 · outbound

This paper cites Intrusion detection system using deep neural network for in-vehicle network security.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Intrusion detection system using deep neural network for in-vehicle network security

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.894643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb5e1e8b-1e99-4488-826e-647a2e7df82c · outbound

This paper cites Car hacking identification through fuzzy logic algorithms.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Car hacking identification through fuzzy logic algorithms

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.898138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d524025a-e657-4945-9aba-b83a558608c0 · outbound

This paper cites In-vehicle detection of targeted can bus attacks.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network In-vehicle detection of targeted can bus attacks

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.900851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48f2b76c-f05f-4d69-9d06-3014c1834180 · outbound

This paper cites Machine learning-based intrusion detection for securing in-vehicle can bus communication.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Machine learning-based intrusion detection for securing in-vehicle can bus communication

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.903676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea8477a6-d38e-4b7b-9d8d-1dbebe53db12 · outbound

This paper cites Multi-classification in-vehicle intrusion detection system using packet-and sequence-level characteristics from time-embedded transformer with autoencoder.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Multi-classification in-vehicle intrusion detection system using packet-and sequence-level characteristics from time-embedded transformer with autoencoder

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.906534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ddcbdbe-ca44-474e-83a4-022a24de79cf · outbound

This paper cites Efficient and effective in-vehicle intrusion detection system using binarized convolutional neural network.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Efficient and effective in-vehicle intrusion detection system using binarized convolutional neural network

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.909244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ba5e607-96cb-4ad5-a483-a8244259f45a · outbound

This paper cites Rapid, multi-vehicle and feed-forward neural network based intrusion detection system for controller area network bus.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Rapid, multi-vehicle and feed-forward neural network based intrusion detection system for controller area network bus

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.912589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 085b6ccf-edbb-46af-aa92-5c61abad8b48 · outbound

This paper cites Mga-ids: Optimal feature subset selection for anomaly detection framework on in-vehicle networks-can bus based on genetic algorithm and intrusion detection approach.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Mga-ids: Optimal feature subset selection for anomaly detection framework on in-vehicle networks-can bus based on genetic algorithm and intrusion detection approach

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.916195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b90482c-f31c-4066-bf6d-f7c22c6fcabe · outbound

This paper cites An anomaly detector for can bus networks in autonomous cars based on neural networks.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network An anomaly detector for can bus networks in autonomous cars based on neural networks

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.919631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0266b9e1-05cd-4bf5-b0d7-947d2398a112 · outbound

This paper cites Hierarchical anomaly detection model for in-vehicle networks using machine learning algorithms.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Hierarchical anomaly detection model for in-vehicle networks using machine learning algorithms

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.923406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79b87f79-753d-40c9-9ad0-3133315a23bf · outbound

This paper cites A convolutional encoder network for intrusion detection in controller area networks.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network A convolutional encoder network for intrusion detection in controller area networks

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.926844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7df4ccf2-b2dd-4799-95a6-07712dd44e02 · outbound

This paper cites Machine learning-based intrusion detection system for controller area networks.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Machine learning-based intrusion detection system for controller area networks

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.930138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5670b18c-c8e2-4bb1-88f1-74c972f724cc · outbound

This paper cites Intrusion detection system for can bus in-vehicle network based on machine learning algorithms.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Intrusion detection system for can bus in-vehicle network based on machine learning algorithms

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.933357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc84d30c-9425-407a-9087-44627c78c4db · outbound

This paper cites In-vehicle intrusion detection based on deep learning attention technique.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network In-vehicle intrusion detection based on deep learning attention technique

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.936520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab676601-6800-4802-80f6-018f5217cf84 · outbound

This paper cites Classification of normal and malicious traffic based on an ensemble of machine learning for a vehicle can-network.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Classification of normal and malicious traffic based on an ensemble of machine learning for a vehicle can-network

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.940602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 976025de-9f2c-4d41-be8a-d1a5a457308b · outbound

This paper cites In-vehicle network intrusion detection system based on bi-lstm.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network In-vehicle network intrusion detection system based on bi-lstm

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.943979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6fd3a7c-6b6f-419e-9cf2-6e27e382eb35 · outbound

This paper cites Intelligent intrusion detection framework for anomaly-based can bus network using bidirectional long short-term memory.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Intelligent intrusion detection framework for anomaly-based can bus network using bidirectional long short-term memory

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.946984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f62b277-afe4-49ad-b7f0-42a2f518180c · outbound

This paper cites Hybridsecnet: In-vehicle security on controller area networks through a hybrid two-step lstm-cnn model.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Hybridsecnet: In-vehicle security on controller area networks through a hybrid two-step lstm-cnn model

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.950520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce5b8fa3-e74b-4e90-9744-97c07ad2ea0c · outbound

This paper cites An effective ensemble learning-based real-time intrusion detection scheme for an in-vehicle network.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network An effective ensemble learning-based real-time intrusion detection scheme for an in-vehicle network

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.953759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ea46e9b-e592-4446-b549-12b0eda9a709 · outbound

This paper cites Towards a lightweight intrusion detection framework for in-vehicle networks.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Towards a lightweight intrusion detection framework for in-vehicle networks

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.957278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ede4e7ca-9783-4cce-ac96-c9935c3f8d50 · outbound

This paper cites A multi-attention based cnn-bilstm intrusion detection model for in-vehicle networks.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network A multi-attention based cnn-bilstm intrusion detection model for in-vehicle networks

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.960579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d31b5718-41e3-4c7c-998f-06e7e75b8041 · outbound

This paper cites In-vehicle intrusion detection system on controller area network with machine learning models.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network In-vehicle intrusion detection system on controller area network with machine learning models

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.963576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75731d7a-6eaa-455a-a606-48c29cad5c29 · outbound

This paper cites Multi-classification and tree-based ensemble network for the intrusion detection system in the internet of vehicles.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Multi-classification and tree-based ensemble network for the intrusion detection system in the internet of vehicles

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.967650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dc06094-c7dc-4c3b-8ca1-e9ae5a026665 · outbound

This paper cites A gru-based lightweight system for can intrusion detection in real time.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network A gru-based lightweight system for can intrusion detection in real time

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.971364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0d3feed-3807-455b-b4d8-efc5ff842421 · outbound

This paper cites Divacan: Detecting in-vehicle intrusion attacks on a controller area network using ensemble learning.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Divacan: Detecting in-vehicle intrusion attacks on a controller area network using ensemble learning

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.974672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17cc330f-d3ca-40c5-bba2-ff08d58877c0 · outbound

This paper cites Using deep learning networks to identify cyber attacks on intrusion detection for in-vehicle networks.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Using deep learning networks to identify cyber attacks on intrusion detection for in-vehicle networks

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.978198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d717fb3b-e142-469d-9fdd-a3ccc85f0d7c · outbound

This paper cites Long short-term memory-based intrusion detection system for in-vehicle controller area network bus.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Long short-term memory-based intrusion detection system for in-vehicle controller area network bus

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.981550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56148d28-75e3-4782-8af2-8d4b9c87aa7a · outbound

This paper cites Embedded intrusion detection system for detecting attacks over can-bus.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Embedded intrusion detection system for detecting attacks over can-bus

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.984541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdcdfa52-fb8d-458d-ac9d-22756701ae4f · outbound

This paper cites Enhancing cyber security in autonomous vehicles: A hybrid xg boost-deep learning approach for intrusion detection in the can bus.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Enhancing cyber security in autonomous vehicles: A hybrid xg boost-deep learning approach for intrusion detection in the can bus

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.988417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07679234-5969-4638-ba58-532dcee51a45 · outbound

This paper cites Transformer-based attention network for in-vehicle intrusion detection.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Transformer-based attention network for in-vehicle intrusion detection

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.991458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a0eee16-d6f0-4c63-ab53-6ac0e77fb0fb · outbound

This paper cites Gids: Gan based intrusion detection system for in-vehicle network.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Gids: Gan based intrusion detection system for in-vehicle network

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.994770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4852458-e50e-446e-91f7-91e9c6a08b31 · outbound

This paper cites A Comprehensive Guide to CAN IDS Data & Introduction of the ROAD Dataset.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network A Comprehensive Guide to CAN IDS Data & Introduction of the ROAD Dataset

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:33.998400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4508eb4-081c-42e0-8c37-9e7be1c9cdef · outbound

This paper cites Intrusion detection in can bus, 2019.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Intrusion detection in can bus, 2019

Reference 91

Resolution: verified exact; doi, observed 2026-08-15T21:17:34.393350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b009b3ae-469e-4824-98ef-d08736614ef1 · outbound

This paper cites Probing the limits of anomaly detectors for automobiles with a cyberattack framework.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Probing the limits of anomaly detectors for automobiles with a cyberattack framework

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:34.006697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63c9816c-0d3c-41aa-a6fd-92b1b45f58be · outbound

This paper cites Anomaly intrusion detection method for vehicular networks based on survival analysis.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Anomaly intrusion detection method for vehicular networks based on survival analysis

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:34.010318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc94b62a-dbad-4684-96ee-fb79fb25971e · outbound

This paper cites Car hacking and defense competition on in-vehicle network.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Car hacking and defense competition on in-vehicle network

Reference 94

Resolution: verified exact; raw_fallback, observed 2026-08-15T21:17:35.356802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e6a208dd-b7a7-4d2a-b1e8-e0a77dab0a2b · outbound

This paper cites (Jerry) den Hartog, and S.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network (Jerry) den Hartog, and S

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:34.017833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c7d8e6e-bd00-49a9-b399-d7f1484dedfc · outbound

This paper cites In-vehicle network intrusion detection challenge, 2019.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network In-vehicle network intrusion detection challenge, 2019

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:34.021252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99036d13-a4fb-482b-abe1-cc8ab97a5ae7 · outbound

This paper cites Network anomaly detection using lstm based autoencoder.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Network anomaly detection using lstm based autoencoder

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:34.024468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da0c2869-2b89-43c6-9735-509b9d32d35f · outbound

This paper cites Anomaly detection in network traffic using unsupervised machine learning approach.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Anomaly detection in network traffic using unsupervised machine learning approach

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:34.028266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29520aa1-1d7b-426b-957c-63f1d2e75bb0 · outbound

This paper cites Unsupervised approach for detecting low rate attacks on network traffic with autoencoder.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network Unsupervised approach for detecting low rate attacks on network traffic with autoencoder

Reference 99

Resolution: metadata mismatch; raw_fallback, observed 2026-08-15T21:17:35.232364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b1f882f5-1d62-4a41-b194-b9b8e04392c3 · outbound

This paper cites An intelligent secured framework for cyberattack detection in electric vehicles’ can bus using machine learning.

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network An intelligent secured framework for cyberattack detection in electric vehicles’ can bus using machine learning

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-15T21:17:34.035042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Reference resolution

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Pith citing papers