Paper Citation Record · LEDGER

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition

As of 17 August 2026, this Paper Citation Record lists 78 of 78 outbound references and 8 inbound Pith citation observations for arXiv:2506.17709.

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

pith.paper-citation-record.v1
2506.17709 v1

Coverage vector

measured 78 of 78 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T19:10:06.472120Z

measured 86 of 86 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:23:13.439026Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T00:09:14.388380Z

Reference resolution

78 of 78 outbound references displayed

verified exact12
verified fuzzy21
unresolved41
parse uncertain0
malformed identifier1
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a2f4237e-2b28-4115-9ffb-e222171db431 · outbound

This paper cites F., Vazirgiannis, M., and Bostr \"o m, H.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition F., Vazirgiannis, M., and Bostr \"o m, H

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:10:08.818098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5714870b-0bee-4f25-8109-021e79b4ccf6 · outbound

This paper cites A., Denman, S., Fookes, C., and Petersson, L.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition A., Denman, S., Fookes, C., and Petersson, L

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T19:10:06.162971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25c10a42-9904-4082-8623-8b57fcaaff5e · outbound

This paper cites Trade secret protection in the pharma industry.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Trade secret protection in the pharma industry

Reference 3

Resolution: verified exact; doi, observed 2026-08-15T19:10:06.658640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b48a0ae6-56aa-43cb-8430-ad9b07b3c630 · outbound

This paper cites an unresolved cited work.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:10:08.806297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4d83eab0-9b6d-482e-b71c-9d95481f23c8 · outbound

This paper cites Time and space complexity of graph convolutional networks, 2021.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Time and space complexity of graph convolutional networks, 2021

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:10:08.794344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation be4254bb-f923-4380-b431-89058a43d685 · outbound

This paper cites The Malicious Use of Artificial Intelligence: Forecasting, Prevention, and Mitigation.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition The Malicious Use of Artificial Intelligence: Forecasting, Prevention, and Mitigation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T19:10:06.180393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d045cfc4-f049-410c-8f82-0ee196130697 · outbound

This paper cites Active Learning for Graph Embedding.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Active Learning for Graph Embedding

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T19:10:06.185158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c4655aa-94e0-444a-95b5-58df8849e2d7 · outbound

This paper cites Advanced financial fraud detection using gnn-cl model.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Advanced financial fraud detection using gnn-cl model

Reference 8

Resolution: verified exact; raw_fallback, observed 2026-08-15T19:10:08.424071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4425e3f9-91d6-4bfe-86a7-81cb3109a9f6 · outbound

This paper cites ATOM: A Framework of Detecting Query-Based Model Extraction Attacks for Graph Neural Networks.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition ATOM: A Framework of Detecting Query-Based Model Extraction Attacks for Graph Neural Networks

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T19:10:06.193313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 120da88e-cbd1-4af8-8dbb-8a2c6b121bf1 · outbound

This paper cites Meaeq: Mount model extraction attacks with efficient queries.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Meaeq: Mount model extraction attacks with efficient queries

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:10:08.781751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation fa961490-67a5-4e87-bcc8-c4551f6c0e3c · outbound

This paper cites Adversarial Model Extraction on Graph Neural Networks.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Adversarial Model Extraction on Graph Neural Networks

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T19:10:06.200992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5201cffa-14c6-437c-8fd4-8c6519fdc1d2 · outbound

This paper cites Interpreting unfairness in graph neural networks via training node attribution.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Interpreting unfairness in graph neural networks via training node attribution

Reference 12

Resolution: verified exact; doi, observed 2026-08-15T19:10:06.646306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3c563f7b-4521-4b16-ac21-d89fda5af1ee · outbound

This paper cites Idea: A flexible framework of certified unlearning for graph neural networks.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Idea: A flexible framework of certified unlearning for graph neural networks

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T19:10:06.209541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d6b3259-780f-41fc-bd27-b7f58d2f0deb · outbound

This paper cites Graph neural networks are more than filters: Revisiting and benchmarking from a spectral perspective.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Graph neural networks are more than filters: Revisiting and benchmarking from a spectral perspective

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:10:08.768065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ce2fec0f-322d-4e6b-b64b-41cc169e5240 · outbound

This paper cites A simple and yet fairly effective defense for graph neural networks.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition A simple and yet fairly effective defense for graph neural networks

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:10:08.755068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c73b8eed-83cc-4d46-9031-486b1114c6ea · outbound

This paper cites A., Ho, Y.-L., Ostrouchovm, G., Xu, Z., Shen, S., Xiong, X., Greco, K.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition A., Ho, Y.-L., Ostrouchovm, G., Xu, Z., Shen, S., Xiong, X., Greco, K

Reference 16

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c287e7cc-5f21-4b72-8123-75e83c2fd792 · outbound

This paper cites Model extraction attacks and defenses on cloud-based machine learning models.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Model extraction attacks and defenses on cloud-based machine learning models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T19:10:06.226000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94197a37-e79f-4ed3-8f55-e462de34d167 · outbound

This paper cites A realistic model extraction attack against graph neural networks.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition A realistic model extraction attack against graph neural networks

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T19:10:06.230089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91ec26e5-0021-4087-8a9f-3c972726ec38 · outbound

This paper cites M., Schubert, P., Panickan, V.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition M., Schubert, P., Panickan, V

Reference 19

Resolution: malformed identifier; no resolver link, observed 2026-08-15T19:10:06.234819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afb115af-3b7e-491f-80c5-caf2b92d6047 · outbound

This paper cites Ml defense: Against prediction api threats in cloud-based machine learning service.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Ml defense: Against prediction api threats in cloud-based machine learning service

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T19:10:06.239145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09cf7448-5ebf-4494-b8dd-6053b1a60b5a · outbound

This paper cites T2-gnn: graph neural networks for graphs with incomplete features and structure via teacher-student distillation.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition T2-gnn: graph neural networks for graphs with incomplete features and structure via teacher-student distillation

Reference 21

Resolution: verified exact; doi, observed 2026-08-15T19:10:06.618112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 92598ba5-d7c2-4a5c-9753-05dd04e3cee8 · outbound

This paper cites Cluster-guided Contrastive Class-imbalanced Graph Classification.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Cluster-guided Contrastive Class-imbalanced Graph Classification

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-15T19:10:08.043850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4af38894-a560-479b-9673-f841adf1d8b3 · outbound

This paper cites Prada: Protecting against dnn model stealing attacks.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Prada: Protecting against dnn model stealing attacks

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:10:08.742368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f31b55dd-5b5c-404b-8811-bd843985f9e5 · outbound

This paper cites E., Szymula, K., Loman, S., Haggerty, E.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition E., Szymula, K., Loman, S., Haggerty, E

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:10:08.728948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c43aa6d7-16f1-4ef7-9de5-62d05c41a270 · outbound

This paper cites and Basu, D.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition and Basu, D

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:10:08.709146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 84c2e6aa-b3a5-48e6-8e98-d72d0fa6bdb8 · outbound

This paper cites an unresolved cited work.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T19:10:06.261564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03fa5851-2bc2-437c-9d11-cdcc6d0733a4 · outbound

This paper cites T., Nunez-Yanez, J., Piechocki, R., and Pope, J.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition T., Nunez-Yanez, J., Piechocki, R., and Pope, J

Reference 27

Resolution: verified exact; doi, observed 2026-08-15T19:10:06.603084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f5312bd6-cf2b-4fa8-a418-3b9e4c755d44 · outbound

This paper cites Graph neural network with curriculum learning for imbalanced node classification.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Graph neural network with curriculum learning for imbalanced node classification

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T19:10:06.268957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 036b1a8f-55b7-45e5-81ea-6eac89bae687 · outbound

This paper cites Semantic graph neural network with multi-measure learning for semi-supervised classification.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Semantic graph neural network with multi-measure learning for semi-supervised classification

Reference 29

Resolution: metadata mismatch; raw_fallback, observed 2026-08-15T19:10:07.942901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation cd98bd71-af9b-4c43-94d8-eb44253991af · outbound

This paper cites Multimodal learning on graphs for disease relation extraction.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Multimodal learning on graphs for disease relation extraction

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T19:10:06.277460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1412f9af-f092-43ae-88a2-631897b4690e · outbound

This paper cites Quda: Query-limited data-free model extraction.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Quda: Query-limited data-free model extraction

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T19:10:06.281094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 857624a4-a8a5-43f1-bdb0-7eaedec164fd · outbound

This paper cites Representation-Enhanced Neural Knowledge Integration with Application to Large-Scale Medical Ontology Learning.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Representation-Enhanced Neural Knowledge Integration with Application to Large-Scale Medical Ontology Learning

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-08-15T19:10:07.691080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation dfe0fa50-1627-4436-a285-e18b9ed47930 · outbound

This paper cites Leia: A lightweight cryptographic neural network inference system at the edge.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Leia: A lightweight cryptographic neural network inference system at the edge

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T19:10:06.289243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cf26475-6944-4181-911e-d45ee6e5c7ae · outbound

This paper cites Shrewdattack: Low cost high accuracy model extraction.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Shrewdattack: Low cost high accuracy model extraction

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:10:08.686864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f9bbac69-e24f-4703-8e5e-6ab4bac5b9bd · outbound

This paper cites Graph neural network for fraud detection via context encoding and adaptive aggregation.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Graph neural network for fraud detection via context encoding and adaptive aggregation

Reference 35

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2152a36b-054c-4a74-95db-327167304fef · outbound

This paper cites and Uddin, S.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition and Uddin, S

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:10:08.674069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d2c54922-7a92-44c4-a885-59f8cb9255de · outbound

This paper cites When do graph neural networks help with node classification? investigating the homophily principle on node distinguishability.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition When do graph neural networks help with node classification? investigating the homophily principle on node distinguishability

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:10:08.661544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 17674c46-35b2-4a6f-a3e0-9a25f54fe990 · outbound

This paper cites and Raahemi, B.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition and Raahemi, B

Reference 38

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Source-reported events for the cited work

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Observation 9fda5ff3-6d4a-41fa-b8cb-9fe0016f9b9e · outbound

This paper cites Are defenses for graph neural networks robust? In Oh, A.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Are defenses for graph neural networks robust? In Oh, A

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:10:08.647787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0229ad25-aebc-4719-9bc6-4eba8b8618a7 · outbound

This paper cites M., and Cai, Y.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition M., and Cai, Y

Reference 40

Resolution: verified exact; doi, observed 2026-08-15T19:10:06.590393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8e90f8af-48e6-45ec-b0a6-987cefea4da5 · outbound

This paper cites I know what you trained last summer: A survey on stealing machine learning models and defences.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition I know what you trained last summer: A survey on stealing machine learning models and defences

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:10:08.635133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 30cbdc3d-0e35-4e1d-9cb0-82f04f3cb8dc · outbound

This paper cites M., Gao, J., Chen, J., Al-Sabri, R., and Wu, Z.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition M., Gao, J., Chen, J., Al-Sabri, R., and Wu, Z

Reference 42

Resolution: verified exact; doi, observed 2026-08-15T19:10:06.577821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8c29c53b-bffd-4e67-806a-d96433f49fc5 · outbound

This paper cites The pagerank citation ranking: Bringing order to the web.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition The pagerank citation ranking: Bringing order to the web

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:10:08.623115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation be6439bc-626a-40c9-84d0-3fd5f478ff44 · outbound

This paper cites Activethief: Model extraction using active learning and unannotated public data.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Activethief: Model extraction using active learning and unannotated public data

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-15T19:10:06.337532Z

Source-reported events for the cited work

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Observation 40b645a2-ace3-43e6-b2f6-440cd5fb764a · outbound

This paper cites G., Saha, A., Hasan, M.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition G., Saha, A., Hasan, M

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-15T19:10:06.341600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2505adeb-e60d-4e3a-af18-239a52b5d285 · outbound

This paper cites Explainable graph-based fraud detection via neural meta-graph search.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Explainable graph-based fraud detection via neural meta-graph search

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-15T19:10:06.345946Z

Source-reported events for the cited work

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Observation 98a5e780-5066-44e5-817c-512d172b1d02 · outbound

This paper cites V., and Tan, L.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition V., and Tan, L

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-15T19:10:06.350563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92424225-6d2f-4de7-aaab-c05156877b22 · outbound

This paper cites Model stealing attacks against inductive graph neural networks.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Model stealing attacks against inductive graph neural networks

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:10:08.608731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4fd32ee3-ad3a-49e3-bfd1-55482e55212c · outbound

This paper cites How to steal a machine learning classifier with deep learning.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition How to steal a machine learning classifier with deep learning

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-15T19:10:06.358713Z

Source-reported events for the cited work

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Observation 95bee66b-7aa5-4e40-906c-4f83af7f9373 · outbound

This paper cites an unresolved cited work.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:10:08.595369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9192712f-d643-4364-9b4f-884b2cffd649 · outbound

This paper cites K., and Ristenpart, T.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition K., and Ristenpart, T

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:10:08.582784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 431631b0-77d9-4877-a7ae-e4b4befc7fe8 · outbound

This paper cites an unresolved cited work.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Unresolved cited work

Reference 52

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CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition K., Gholap, A

Reference 53

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CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Graph Neural Networks for Molecules, pp.\ 21--66

Reference 54

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CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Knowledge graph embedding by translating on hyperplanes

Reference 55

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CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition A compact review of molecular property prediction with graph neural networks

Reference 56

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CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Model extraction attacks on graph neural networks: Taxonomy and realisation

Reference 57

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CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition GraphGuard: Detecting and Counteracting Training Data Misuse in Graph Neural Networks

Reference 58

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CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Securing Graph Neural Networks in MLaaS: A Comprehensive Realization of Query-based Integrity Verification

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CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition J., Chen, X., Zheng, Z., King, I., and Lyu, M

Reference 60

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CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Unresolved cited work

Reference 61

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CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Inference of dependency knowledge graph for electronic health records

Reference 62

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CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition W., and Salakhutdinov, R

Reference 63

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CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition E., and Kotis, K

Reference 64

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CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Hierarchical molecular graph self-supervised learning for property prediction

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:10:08.523348Z

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CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Grain: improving data efficiency of graph neural networks via diversified in fluence maximization

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:10:08.510127Z

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CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition and Zitnik, M

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:10:08.497627Z

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CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition A graph neural network node classification application model with enhanced node association

Reference 68

Resolution: verified exact; doi, observed 2026-08-15T19:10:06.523790Z

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Observation 3af4ebca-40f4-4de4-b3c0-4a375fc2edda · outbound

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CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Graph neural network approaches for drug-target interactions

Reference 69

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CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Molecular property prediction based on graph structure learning

Reference 70

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CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition A Survey of Model Extraction Attacks and Defenses in Distributed Computing Environments

Reference 71

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CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition A., Hong, C., Ho, Y.-L., Cai, T., Costa, L., Li, X., Castro, V

Reference 72

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CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Representation learning to advance multi-institutional studies with electronic health record data from US and France

Reference 73

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CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Graph neural networks: A review of methods and applications

Reference 74

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CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition write newline

Reference 75

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CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition @esa (Ref

Reference 76

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CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Unresolved cited work

Reference 77

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Observation 460aabcb-c6c7-4346-9d72-f094e2eec50b · outbound

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CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition Unresolved cited work

Reference 78

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Pith citing papers

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A Survey on Model Extraction Attacks and Defenses for Large Language Models cites this paper.

A Survey on Model Extraction Attacks and Defenses for Large Language Models CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition

Reference 78

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DESIGN: Encrypted GNN Inference via Server-Side Input Graph Pruning cites this paper.

DESIGN: Encrypted GNN Inference via Server-Side Input Graph Pruning CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition

Reference 39

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A Systematic Survey of Model Extraction Attacks and Defenses: State-of-the-Art and Perspectives cites this paper.

A Systematic Survey of Model Extraction Attacks and Defenses: State-of-the-Art and Perspectives CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition

Reference 217

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Intellectual Property in Graph-Based Machine Learning as a Service: Attacks and Defenses cites this paper.

Intellectual Property in Graph-Based Machine Learning as a Service: Attacks and Defenses CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition

Reference 89

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GraphIP-Bench: How Hard Is It to Steal a Graph Neural Network, and Can We Stop It? CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition

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Observation fd8474ff-6a06-494e-96ac-ee4ed265d4b0 · inbound

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GraphIP-Bench: How Hard Is It to Steal a Graph Neural Network, and Can We Stop It? CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition

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Resolution: verified exact; arxiv_id, observed 2026-08-04T01:57:34.338767Z

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Observation 9e88e215-a447-4eb0-a124-577c0ccbad58 · inbound

Can Subgraph Explanations Be Weaponized to Steal Graph Neural Networks? cites this paper.

Can Subgraph Explanations Be Weaponized to Steal Graph Neural Networks? CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-08-04T01:57:34.338767Z

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Observation fae325ff-54dd-4231-8bc1-8c407913781e · inbound

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AGDN: Learning to Solve Traveling Salesman Problem with Anisotropic Graph Diffusion Network CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition

Reference 60

Resolution: verified exact; arxiv_id, observed 2026-08-04T01:57:34.338767Z

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