Paper Citation Record · LEDGER

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation

As of 22 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 2 inbound Pith citation observations for arXiv:2412.05592.

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

pith.paper-citation-record.v1
2412.05592 v1

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T20:38:59.204920Z

measured 57 of 57 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T10:15:24.463599Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T20:29:44.627195Z

Reference resolution

55 of 55 outbound references displayed

verified exact0
verified fuzzy25
unresolved26
parse uncertain0
malformed identifier1
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1201dc3d-5623-4f02-bd8c-f5c46bbb0107 · outbound

This paper cites In: Proceedings of the 32nd International Conference on Neural Information Processing Systems.

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation In: Proceedings of the 32nd International Conference on Neural Information Processing Systems

Reference 1

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Observation 78c9a54b-29fe-4812-82ed-7fe554c855ea · outbound

This paper cites In: Thirty-sixth Conference on Neural Information Processing Sys- tems Datasets and Benchmarks Track (2022),https://openreview.net/forum? id=MU2495w47rz.

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation In: Thirty-sixth Conference on Neural Information Processing Sys- tems Datasets and Benchmarks Track (2022),https://openreview.net/forum? id=MU2495w47rz

Reference 2

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Observation 0bad2238-e1b5-4aff-bd36-fcd2d065d4d6 · outbound

This paper cites In: Advances in Neural Information Processing Sys- tems.

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation In: Advances in Neural Information Processing Sys- tems

Reference 3

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Observation 3198dc77-8755-4949-b065-208ccf2b8553 · outbound

This paper cites In: 6th International Conference on Learning Representations, ICLR 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings.

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation In: 6th International Conference on Learning Representations, ICLR 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings

Reference 4

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Observation 7d64bfc7-397c-4e15-853e-00831d9974da · outbound

This paper cites Information Fusion 81, 14–40 (2022).

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation Information Fusion 81, 14–40 (2022)

Reference 5

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Observation a124ff55-d6fd-42f7-812a-af1d60696697 · outbound

This paper cites One Explanation Does Not Fit All: A Toolkit and Taxonomy of AI Explainability Techniques.

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation One Explanation Does Not Fit All: A Toolkit and Taxonomy of AI Explainability Techniques

Reference 6

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Observation 5a43fa06-3b22-4cd0-88e2-e45975ae23d7 · outbound

This paper cites PLOS ONE10(7), e0130140 (Jul 2015).https://doi.org/10.1371/ journal.pone.0130140, https://doi.org/10.1371/journal.pone.0130140.

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation PLOS ONE10(7), e0130140 (Jul 2015).https://doi.org/10.1371/ journal.pone.0130140, https://doi.org/10.1371/journal.pone.0130140

Reference 7

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Observation 80d447e1-383e-406a-8b88-fc045151a220 · outbound

This paper cites In: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR Workshops 2020, Seattle, WA, USA, June 14-19, 2020.

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation In: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR Workshops 2020, Seattle, WA, USA, June 14-19, 2020

Reference 8

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Observation 878e4804-cebf-4623-a320-9b2039afff95 · outbound

This paper cites In: Bessiere, C.

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation In: Bessiere, C

Reference 9

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Observation 50ba2f15-f6b6-4345-9595-6a895a08942a · outbound

This paper cites In: International Joint Conference on Artificial Intelligence.

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation In: International Joint Conference on Artificial Intelligence

Reference 10

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Observation f03bb434-ea53-43d2-8101-df612e8ca5aa · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Reference 11

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Observation ca336d1c-b63d-4b6b-b59f-ebebebd9613e · outbound

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From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation Unresolved cited work

Reference 12

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Observation 0290db51-33bf-4416-b70b-a27da11c1cc8 · outbound

This paper cites Fidelity of Interpretability Methods and Perturbation Artifacts in Neural Networks.

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation Fidelity of Interpretability Methods and Perturbation Artifacts in Neural Networks

Reference 13

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Observation 79f7bee8-b63b-4ade-a0c7-a4f86ff1d350 · outbound

This paper cites In: Computer Vision – ECCV 2020 Workshops, pp.

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation In: Computer Vision – ECCV 2020 Workshops, pp

Reference 14

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Observation 0e641cf0-aa57-46a3-b336-3d2d1ec4e6ce · outbound

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From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation Unresolved cited work

Reference 15

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Observation a94e459f-03ed-4345-a410-72beefad5698 · outbound

This paper cites In: III, H.D., Singh, A.

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation In: III, H.D., Singh, A

Reference 16

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Observation 48f651de-a86e-44d9-b9aa-c2796c1cd938 · outbound

This paper cites In: International Conference on Machine Learning.

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation In: International Conference on Machine Learning

Reference 17

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Observation bac9c8f5-5b1b-435a-8c77-f42adbd11156 · outbound

This paper cites In: Computer Vision and Pattern Recognition.

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation In: Computer Vision and Pattern Recognition

Reference 18

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Observation 7c2d4da3-36e2-4478-b932-2cd9b560cbd8 · outbound

This paper cites IEEE Signal Processing Magazine29(6), 141–142 (2012).

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation IEEE Signal Processing Magazine29(6), 141–142 (2012)

Reference 19

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This paper cites In: IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering, MetroXRAINE 2023, Milano, Italy, October 25-27, 2023.

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation In: IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering, MetroXRAINE 2023, Milano, Italy, October 25-27, 2023

Reference 20

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Observation 82cf679a-2356-4c3e-a692-481b24f7c7e3 · outbound

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From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation Unresolved cited work

Reference 21

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This paper cites In: Ranzato, M., Beygelzimer, A., Dauphin, Y.N., Liang, P., Vaughan, J.W.

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation In: Ranzato, M., Beygelzimer, A., Dauphin, Y.N., Liang, P., Vaughan, J.W

Reference 22

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Observation 38967141-eab5-42df-8459-8d00773f1944 · outbound

This paper cites In: 2016 CVPR.

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation In: 2016 CVPR

Reference 23

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Observation 7928c735-b160-43da-a75a-d26ce8a135f8 · outbound

This paper cites Transactions on Machine Learning Research (2023), https://openreview.net/forum?id=j3FK00HyfU.

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation Transactions on Machine Learning Research (2023), https://openreview.net/forum?id=j3FK00HyfU

Reference 24

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Observation 6882e110-36d0-49be-b77c-c4b3917754bf · outbound

This paper cites In: Explainable Artificial Intelligence.

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation In: Explainable Artificial Intelligence

Reference 25

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This paper cites Journal of Ma- From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation 17 chine Learning Research24(34), 1–11 (2023),http://jmlr.org/papers/v24/22- 0142.html.

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation Journal of Ma- From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation 17 chine Learning Research24(34), 1–11 (2023),http://jmlr.org/papers/v24/22- 0142.html

Reference 26

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This paper cites In: Wallach, H., Larochelle, H., Beygelzimer, A., d 'Alché-Buc, F., Fox, E., Garnett, R.

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation In: Wallach, H., Larochelle, H., Beygelzimer, A., d 'Alché-Buc, F., Fox, E., Garnett, R

Reference 27

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Observation 2d6581ed-466b-4e60-b2a1-920b60cf03a6 · outbound

This paper cites In: XAI in Action: Past, Present, and Future Applications (2023),https://openreview.net/forum? id=ag1CpSUjPS.

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation In: XAI in Action: Past, Present, and Future Applications (2023),https://openreview.net/forum? id=ag1CpSUjPS

Reference 28

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This paper cites Cell172(5), 1122–1131.e9 (2018).https://doi.org/https: //doi.org/10.1016/j.cell.2018.02.010 , https://www.sciencedirect.com/ science/article/pii/S0092867418301545.

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation Cell172(5), 1122–1131.e9 (2018).https://doi.org/https: //doi.org/10.1016/j.cell.2018.02.010 , https://www.sciencedirect.com/ science/article/pii/S0092867418301545

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From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation Unresolved cited work

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This paper cites Toward Understanding the Disagreement Problem in Neural Network Feature Attribution.

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation Toward Understanding the Disagreement Problem in Neural Network Feature Attribution

Reference 31

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From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation Unresolved cited work

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This paper cites The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective.

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective

Reference 33

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This paper cites Proceedings of the IEEE86(11), 2278–2324 (1998).https: //doi.org/10.1109/5.726791.

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation Proceedings of the IEEE86(11), 2278–2324 (1998).https: //doi.org/10.1109/5.726791

Reference 34

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This paper cites In: Proceedings of the 31st International Conference on Neural Information Processing Systems.

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation In: Proceedings of the 31st International Conference on Neural Information Processing Systems

Reference 35

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This paper cites Carefully choose the baseline: Lessons learned from applying XAI attribution methods for regression tasks in geoscience.

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation Carefully choose the baseline: Lessons learned from applying XAI attribution methods for regression tasks in geoscience

Reference 36

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This paper cites Digital Signal Processing 73, 1–15 (2018).

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation Digital Signal Processing 73, 1–15 (2018)

Reference 37

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From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation In: Inter- national Conference on Neural Networks

Reference 38

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This paper cites On quantitative aspects of model interpretability.

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation On quantitative aspects of model interpretability

Reference 39

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From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation IROF: a low resource evaluation metric for explanation methods

Reference 40

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From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation In: Proceedings of the 39th International Conference on Machine Learning

Reference 41

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This paper cites In: International Conference on Machine Learning.

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation In: International Conference on Machine Learning

Reference 42

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From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation IEEE Trans

Reference 43

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Observation ee977cb5-fa63-4697-83b5-df7b81fb95f4 · outbound

This paper cites (eds.): Ex- plainable AI: Interpreting, Explaining and Visualizing Deep Learning.

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation (eds.): Ex- plainable AI: Interpreting, Explaining and Visualizing Deep Learning

Reference 44

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This paper cites In: ICLR Workshop (2015).

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation In: ICLR Workshop (2015)

Reference 45

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This paper cites Distill (2020).

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation Distill (2020)

Reference 46

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This paper cites IEEE Transactions on Evolutionary Computation23(5), 828–841 (2019).

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation IEEE Transactions on Evolutionary Computation23(5), 828–841 (2019)

Reference 47

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Observation ce809b7e-e396-49e9-9415-3a4b1a0b6fb1 · outbound

This paper cites A Note about: Local Explanation Methods for Deep Neural Networks lack Sensitivity to Parameter Values.

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation A Note about: Local Explanation Methods for Deep Neural Networks lack Sensitivity to Parameter Values

Reference 48

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Observation 61e97cf2-6145-4a03-bd4c-cba5e368b572 · outbound

This paper cites In: Precup, D., Teh, Y.W.

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation In: Precup, D., Teh, Y.W

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:38:59.802024Z

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Observation fe804821-1d02-4472-abf5-a15324aa581e · outbound

This paper cites In: Precup, D., Teh, Y.W.

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation In: Precup, D., Teh, Y.W

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:38:59.783192Z

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Observation 5efb8bc9-2527-4f0f-b606-c7f3c29a35a3 · outbound

This paper cites Interpretable Semantic Photo Geolocation.

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation Interpretable Semantic Photo Geolocation

Reference 51

Resolution: metadata mismatch; local_arxiv, observed 2026-08-11T20:38:59.379274Z

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Observation ed350755-ea0e-4789-996c-b68bf3c2fbc7 · outbound

This paper cites an unresolved cited work.

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation Unresolved cited work

Reference 52

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Observation 3f2741a4-33c1-4e0a-860b-f4612f65807d · outbound

This paper cites an unresolved cited work.

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:38:59.747068Z

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Observation 2ec32717-6580-4e95-9c15-b7f1a85627ff · outbound

This paper cites an unresolved cited work.

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:38:59.726827Z

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Observation 16616c6d-061a-4c6d-a68f-ba396701a604 · outbound

This paper cites In: Neural Information Processing Sys- tems (2019).

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation In: Neural Information Processing Sys- tems (2019)

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:38:59.711089Z

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Pith citing papers

Observation ee90a267-f5b5-48fc-82b0-33d22b66d8ba · inbound

xai_evals : A Framework for Evaluating Post-Hoc Local Explanation Methods cites this paper.

xai_evals : A Framework for Evaluating Post-Hoc Local Explanation Methods From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation

Reference 7

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Observation 270b4b2d-3442-40fa-be31-3b859ce7ed03 · inbound

On the Complexity-Faithfulness Trade-off of Gradient-Based Explanations cites this paper.

On the Complexity-Faithfulness Trade-off of Gradient-Based Explanations From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation

Reference 60

Resolution: verified exact; local_arxiv, observed 2026-08-05T20:29:44.747303Z

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