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Paper Citation Record · LEDGER

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security

As of 23 August 2026, this Paper Citation Record lists 74 of 74 outbound references and 0 inbound Pith citation observations for arXiv:2501.07801.

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

pith.paper-citation-record.v1
2501.07801 v1

Coverage vector

measured 74 of 74 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:40:04.859527Z

measured 74 of 74 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

74 of 74 outbound references displayed

  • verified exact2
  • verified fuzzy41
  • unresolved21
  • parse uncertain0
  • malformed identifier8
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 18353cc1-7fcd-4227-bfd5-0ee0c79889f1 · outbound

This paper cites IEEE Communications surveys & tutorials 18(2), 1153–1176 (2015).

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security IEEE Communications surveys & tutorials 18(2), 1153–1176 (2015)

Reference 1

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Observation 69cc01c8-0eeb-4764-a3c8-36b008670610 · outbound

This paper cites Internet of Things 16, 100462 (2021).

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security Internet of Things 16, 100462 (2021)

Reference 2

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 56e928a9-fccd-4846-be11-927fe62733f6 · outbound

This paper cites Future internet 12(3), 44 (2020).

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security Future internet 12(3), 44 (2020)

Reference 3

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Observation d065c993-1c16-4f33-a9d0-a6edfebf8911 · outbound

This paper cites Journal of Network and Systems Management 29(2), 1–18 (2021).

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security Journal of Network and Systems Management 29(2), 1–18 (2021)

Reference 4

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 709a69a7-5211-4511-97ba-fd71797d837b · outbound

This paper cites In: Proceedings of the 2004 ACM 29 Symposium on Applied Computing, pp.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security In: Proceedings of the 2004 ACM 29 Symposium on Applied Computing, pp

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation afd79b92-63b4-4d90-903c-a322378c13b9 · outbound

This paper cites Computer Communications 188, 133–144 (2022).

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security Computer Communications 188, 133–144 (2022)

Reference 6

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation a5bf6563-3f2e-4c39-9927-30b39bcf8b71 · outbound

This paper cites IEEE Internet of Things Journal (2022).

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security IEEE Internet of Things Journal (2022)

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 10f65730-1b4a-4d3f-b0e0-373b3dfa9eb1 · outbound

This paper cites technical eval- uation report.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security technical eval- uation report

Reference 8

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation b1fdbf08-45cf-43dd-9524-8c4ae1084a3d · outbound

This paper cites Complexity 2021 (2021).

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security Complexity 2021 (2021)

Reference 10

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 7f905342-6377-4a19-9e67-6e8cb00eb1b0 · outbound

This paper cites Electronics 11(19), 3079 (2022).

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security Electronics 11(19), 3079 (2022)

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 239eceaa-e262-42c0-a86e-bd8af4138f0a · outbound

This paper cites Domain Knowledge Aided Explainable Artificial Intelligence for Intrusion Detection and Response.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security Domain Knowledge Aided Explainable Artificial Intelligence for Intrusion Detection and Response

Reference 12

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Source-reported events for the cited work

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Observation 9b769e05-9e12-4485-814e-3227757c6efc · outbound

This paper cites In: CEUR Workshop Proceedings, pp.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security In: CEUR Workshop Proceedings, pp

Reference 13

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation b8767fe4-603c-4590-994c-506930ee9266 · outbound

This paper cites In: 30th Annual Network and Distributed System Security Symposium (NDSS) (2023).

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security In: 30th Annual Network and Distributed System Security Symposium (NDSS) (2023)

Reference 14

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation c6c4135e-3c8d-47da-b29d-74cc05fd5e2e · outbound

This paper cites Interna- tional journal of advanced research in com- puter and communication engineering 4(6), 446–452 (2015).

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security Interna- tional journal of advanced research in com- puter and communication engineering 4(6), 446–452 (2015)

Reference 15

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 68f56159-7f68-4cf8-9698-89d985b40485 · outbound

This paper cites Why model why? Assessing the strengths and limitations of LIME.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security Why model why? Assessing the strengths and limitations of LIME

Reference 16

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation ef4040cd-0ea7-4fd6-8161-526bec6cc52c · outbound

This paper cites In: 2020 IEEE European Symposium on Security and Pri- vacy (EuroS&P), pp.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security In: 2020 IEEE European Symposium on Security and Pri- vacy (EuroS&P), pp

Reference 17

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 98df899e-29a0-47bd-9d88-2e34c9f07ff8 · outbound

This paper cites "Why Should I Trust You?": Explaining the Predictions of Any Classifier.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security "Why Should I Trust You?": Explaining the Predictions of Any Classifier

Reference 18

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation a9249518-b5db-4c5e-9ffd-d41447390460 · outbound

This paper cites Nature Machine Intelligence 2(1), 2522–5839 (2020).

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security Nature Machine Intelligence 2(1), 2522–5839 (2020)

Reference 19

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation be477ca5-2b63-4a52-8cc2-73501bb6aad0 · outbound

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

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security In: Precup, D., Teh, Y.W

Reference 22

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 508520e4-c2cf-43c2-9d90-26325a91c4ba · outbound

This paper cites In: Guyon, I., Luxburg, U.V., Bengio, S., Wallach, H., Fergus, R., Vishwanathan, S., Garnett, R.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security In: Guyon, I., Luxburg, U.V., Bengio, S., Wallach, H., Fergus, R., Vishwanathan, S., Garnett, R

Reference 23

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation bb551a0c-4057-40b2-8729-8e514bae1ce0 · outbound

This paper cites Learning Important Features Through Propagating Activation Differences.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security Learning Important Features Through Propagating Activation Differences

Reference 24

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 90b2712e-2e73-4977-9c6b-44584474ce86 · outbound

This paper cites IEEE Access 12, 23954–23988 (2024) https://doi.org/10.1109/ ACCESS.2024.3365140.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security IEEE Access 12, 23954–23988 (2024) https://doi.org/10.1109/ ACCESS.2024.3365140

Reference 25

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 02e74873-2e58-4f73-b4ce-f3dc75587158 · outbound

This paper cites In: Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society, pp.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security In: Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society, pp

Reference 26

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation ee843128-02aa-4add-bce0-d5929f95656d · outbound

This paper cites Sensors 21(13), 4319 (2021).

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security Sensors 21(13), 4319 (2021)

Reference 27

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation a5345a26-f2b1-4a71-8ea9-64930b4560f4 · outbound

This paper cites International Journal of Engineering & Technology 7(3.24), 479–482 (2018).

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security International Journal of Engineering & Technology 7(3.24), 479–482 (2018)

Reference 28

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security Unresolved cited work

Reference 29

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Observation 5f3b7781-7738-4792-8d14-8062a8df994c · outbound

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A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security Unresolved cited work

Reference 30

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Source-reported events for the cited work

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Observation e0a8967a-e5dc-4183-93ab-df1b5baab017 · outbound

This paper cites In: 2020 Interna- tional Symposium on Theoretical Aspects of Software Engineering (TASE), pp.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security In: 2020 Interna- tional Symposium on Theoretical Aspects of Software Engineering (TASE), pp

Reference 31

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 8f925d68-6717-4a63-bd3a-157fd343118b · outbound

This paper cites IEEE Access 8, 73127–73141 (2020) https://doi.org/10.1109/ ACCESS.2020.2988359.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security IEEE Access 8, 73127–73141 (2020) https://doi.org/10.1109/ ACCESS.2020.2988359

Reference 32

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 56cf96d1-5a5a-4ad4-9d5e-69c89915d4b2 · outbound

This paper cites why should i trust your ids?.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security why should i trust your ids?

Reference 33

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 83ea3fea-4471-41e7-83e9-9e453c810e2d · outbound

This paper cites IEEE Internet of Things Magazine 5(2), 20–23 (2022) https://doi.org/10.1109/ IOTM.005.2200028.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security IEEE Internet of Things Magazine 5(2), 20–23 (2022) https://doi.org/10.1109/ IOTM.005.2200028

Reference 34

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Source-reported events for the cited work

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Observation 0751fbda-7b0f-4dac-83a5-4df8c1bc18dc · outbound

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A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security Unresolved cited work

Reference 35

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Source-reported events for the cited work

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Observation 682c669f-a5a0-4de7-b652-487ff0490768 · outbound

This paper cites Knowledge-Based Systems 263, 110273 (2023) https://doi.org/ 10.1016/j.knosys.2023.110273 31.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security Knowledge-Based Systems 263, 110273 (2023) https://doi.org/ 10.1016/j.knosys.2023.110273 31

Reference 36

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 6936c189-c9d1-48bd-ae27-b501c0b84e71 · outbound

This paper cites Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

Reference 37

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Observation ce6cdce6-38e4-43e3-a70a-cc4c52227128 · outbound

This paper cites ACM Comput.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security ACM Comput

Reference 38

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source=pdf_text observed=2026-08-10T20:40:04.682911Z digest=sha256:a2c5647e183314e784a8027761f9b5533b9d50c5699556d588a5d241ada2f3a0

Observation d2f58e6e-982c-4d17-9a93-478a45255aa4 · outbound

This paper cites Information Fusion 58, 82–115 (2020) https://doi.org/10.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security Information Fusion 58, 82–115 (2020) https://doi.org/10

Reference 39

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 746fc25d-e83d-4ad7-89ec-9b1bbbedc707 · outbound

This paper cites AI Mag- azine 40(2), 44–58 (2019) https://doi.org/10.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security AI Mag- azine 40(2), 44–58 (2019) https://doi.org/10

Reference 40

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:40:04.691465Z digest=sha256:fdb406055bc92cd214b2361c9bd13e02f18ff8266052ea55fc32a02aa9a950fb

Observation 44c0d67e-5eee-41da-9af5-cf59343fd055 · outbound

This paper cites IEEE Transactions on Neural Net- works and Learning Systems 32(11), 4793– 4813 (2021) https://doi.org/10.1109/tnnls.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security IEEE Transactions on Neural Net- works and Learning Systems 32(11), 4793– 4813 (2021) https://doi.org/10.1109/tnnls

Reference 41

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:40:04.695754Z digest=sha256:911b71b0184300872978aa6c54636fb103bf85737855846bc617999406f68f61

Observation b2415094-943e-491b-9278-91dbcc8b47e6 · outbound

This paper cites In: Technical Report.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security In: Technical Report

Reference 42

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raw_fallback, observed 2026-08-10T20:40:06.192318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 76b6f881-14ef-4d0b-9d3a-4cc32b45e53d · outbound

This paper cites Knowledge-Based Systems 244, 108505 (2022) https://doi.org/10.1016/ j.knosys.2022.108505.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security Knowledge-Based Systems 244, 108505 (2022) https://doi.org/10.1016/ j.knosys.2022.108505

Reference 43

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no resolver link, observed 2026-08-10T20:40:04.704903Z

Source-reported events for the cited work

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Observation 688158fd-6a7a-48cd-855a-4c2c8e47534f · outbound

This paper cites In: Inter- national Workshop on Recent Advances in Intrusion Detection, pp.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security In: Inter- national Workshop on Recent Advances in Intrusion Detection, pp

Reference 44

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raw_fallback, observed 2026-08-10T20:40:06.178517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:40:04.709137Z digest=sha256:4c28944c0bf5990e796352276c50ef2a04b02ae5184df18e0fec10305d2460cc

Observation 4e8ef007-5ed3-4603-aa1e-1bad5f763edb · outbound

This paper cites In: 2019 IEEE Security and Privacy Work- shops (SPW), pp.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security In: 2019 IEEE Security and Privacy Work- shops (SPW), pp

Reference 45

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verified fuzzy
raw_fallback, observed 2026-08-10T20:40:06.165168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:40:04.713648Z digest=sha256:fda355f022d0f5f09419eb47510b7d09b059be319c81a8bb5658241edc8c56c4

Observation bf2a553a-1db4-4d5f-8e5f-3ad2b1db5559 · outbound

This paper cites Univeristy of California, Department of Com- puter Science and Engineering (2003).

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security Univeristy of California, Department of Com- puter Science and Engineering (2003)

Reference 46

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raw_fallback, observed 2026-08-10T20:40:06.151607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:40:04.718651Z digest=sha256:28ccf3e8986ec47dea12c23346ee35a9f5be32e5c7c5a8bc9a8f3d7a0acc2cee

Observation d5572835-febd-4c5c-85c9-dcdb80f885b7 · outbound

This paper cites IEEE Access 8, 132911–132921 (2020) https: //doi.org/10.1109/ACCESS.2020.3009843.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security IEEE Access 8, 132911–132921 (2020) https: //doi.org/10.1109/ACCESS.2020.3009843

Reference 47

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no resolver link, observed 2026-08-10T20:40:04.722935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:40:04.722935Z digest=sha256:11809d4c8c893b78be3ac9fc57d3fd620bfb17c4aa0258dcbfa86637b16a1cd2

Observation 5897e563-8db2-4472-99d4-dfd2c11ce048 · outbound

This paper cites Sensors 21(13) (2021) https://doi.org/10.3390/s21134319.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security Sensors 21(13) (2021) https://doi.org/10.3390/s21134319

Reference 48

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doi, observed 2026-08-10T20:40:04.934579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 336944a0-c284-4cdb-a555-9425128aac49 · outbound

This paper cites https://attack.mitre.org/techniques/ T1189/.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security https://attack.mitre.org/techniques/ T1189/

Reference 49

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verified fuzzy
raw_fallback, observed 2026-08-10T20:40:06.137459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:40:04.731394Z digest=sha256:acc429ee2bbf2eb266bc29fcad03e1935b37fbb410a5d0d13092f76aacc438b7

Observation f7b02ae4-d927-42ca-8813-a9a36f440f2f · outbound

This paper cites In: Pro- ceedings of the 16th ACM Conference on Computer and Communications Security, pp.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security In: Pro- ceedings of the 16th ACM Conference on Computer and Communications Security, pp

Reference 50

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raw_fallback, observed 2026-08-10T20:40:06.123869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:40:04.735634Z digest=sha256:ba709ae65558c008ab9278d7cdadb5891c2cf19eea7001f2b3fa2b51bfd08716

Observation 0575d423-d02d-4a2f-b5d1-dc6056cbb0e9 · outbound

This paper cites an unresolved cited work.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security Unresolved cited work

Reference 51

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raw_fallback, observed 2026-08-10T20:40:06.109965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 1a4f1e1c-1753-42e7-b5b3-af005ab26a66 · outbound

This paper cites In: Proceedings of the 2021 ACM SIGSAC Conference on Computer and Com- munications Security, pp.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security In: Proceedings of the 2021 ACM SIGSAC Conference on Computer and Com- munications Security, pp

Reference 52

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raw_fallback, observed 2026-08-10T20:40:06.095683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:40:04.745625Z digest=sha256:b354f837d7de8fdebdf647b13d546a977be29af9edbd4cf5e2f95bcd5c799518

Observation d6a18fd9-dd18-493d-920d-07ca6206b849 · outbound

This paper cites In: Detection of Intrusions and Malware, and Vulnerability Assessment: 18th International Conference, DIMV A 2021, Virtual Event, July 14–16, 2021, Proceedings 18, pp.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security In: Detection of Intrusions and Malware, and Vulnerability Assessment: 18th International Conference, DIMV A 2021, Virtual Event, July 14–16, 2021, Proceedings 18, pp

Reference 53

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raw_fallback, observed 2026-08-10T20:40:06.082791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:40:04.749991Z digest=sha256:32d51b5f25f9710a7d82acab95def25324e3eba401085d8c929b9840be378831

Observation 10e97c5f-5447-4f7e-8d07-60342a4562de · outbound

This paper cites Google Patents.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security Google Patents

Reference 54

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raw_fallback, observed 2026-08-10T20:40:06.067774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 5084cd76-75d9-4379-ae5d-79cc6d2c7524 · outbound

This paper cites IEEE Access 8, 70245–70261 (2020).

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security IEEE Access 8, 70245–70261 (2020)

Reference 55

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raw_fallback, observed 2026-08-10T20:40:06.054592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 465ca580-05df-4423-a8ab-0cc82c613cbc · outbound

This paper cites Computers & Security 106, 102287 (2021).

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security Computers & Security 106, 102287 (2021)

Reference 56

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raw_fallback, observed 2026-08-10T20:40:06.040479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:40:04.762771Z digest=sha256:c2bd83d25c994b41b055d79e85895f9b2a8a230e768034e96f94f4ff2745e105

Observation da363d85-64b0-4d86-bde0-aad368eff6e7 · outbound

This paper cites Cognitive Systems Research 86, 101243 (2024) https: //doi.org/10.1016/j.cogsys.2024.101243.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security Cognitive Systems Research 86, 101243 (2024) https: //doi.org/10.1016/j.cogsys.2024.101243

Reference 57

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raw_fallback, observed 2026-08-10T20:40:05.213889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:40:04.767009Z digest=sha256:798454b697a6b12ed799fdabc857a711818a7734c5b2ce00df53eef682fc5495

Observation c411fb82-ca54-439a-8dec-2c8c353d3cb2 · outbound

This paper cites Machine Learning in Cyber-Security - Problems, Challenges and Data Sets.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security Machine Learning in Cyber-Security - Problems, Challenges and Data Sets

Reference 58

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local_arxiv, observed 2026-08-10T20:40:04.919658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:40:04.771162Z digest=sha256:0b7b65c695c11634d9f37d034553acf4a372f96a40c9ad7c23160e431d68f767

Observation f646b477-9f99-4dac-aa0e-bddb17134a0e · outbound

This paper cites IEEE Access 10, 93575–93600 (2022).

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security IEEE Access 10, 93575–93600 (2022)

Reference 59

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raw_fallback, observed 2026-08-10T20:40:06.026186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:40:04.776491Z digest=sha256:807d72c711973fc7919ed7354ac0795d2cba51b5d6042991149b9db3fa01c4aa

Observation 00d2f566-69c8-4cde-8056-df58c4294440 · outbound

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

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security In: Precup, D., Teh, Y.W

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:40:06.358835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:40:04.781134Z digest=sha256:3c4e253fe5ef865eb6b6c6a11d7ac71a3d8c1ef0b5846bdfb13f62c1ee71e458

Observation 6d7371df-355d-4d8b-baf3-3c5eac0be39f · outbound

This paper cites https://www.ntop.org/guides/ nprobe/flow information elements.html.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security https://www.ntop.org/guides/ nprobe/flow information elements.html

Reference 61

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malformed identifier
raw_fallback, observed 2026-08-10T20:40:06.011998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:40:04.785769Z digest=sha256:8facc43b69d1dff58f76b1bf8bf7fc55492beaa696f2fcbc87b4c6c9e1919eeb

Observation 9d306c3b-c357-437b-8710-746e2c106726 · outbound

This paper cites https://shorturl.at/qM4V5.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security https://shorturl.at/qM4V5

Reference 62

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raw_fallback, observed 2026-08-10T20:40:05.998062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:40:04.790615Z digest=sha256:3a354337af9e7d67ae9aad9f9b3c2e4ff18fc6de886b30f4c97e0075759fc581

Observation 43fadbbc-364c-47b6-aef2-cd3159394b2f · outbound

This paper cites In: 2009 IEEE Symposium on Computational Intelligence for Security and Defense Applications, pp.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security In: 2009 IEEE Symposium on Computational Intelligence for Security and Defense Applications, pp

Reference 63

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unresolved
no resolver link, observed 2026-08-10T20:40:04.794824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 8ac66a60-d376-4795-9833-88ac0baff15e · outbound

This paper cites https://doi.org/10.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security https://doi.org/10

Reference 64

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raw_fallback, observed 2026-08-10T20:40:05.983650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation ed40e5fd-b8a6-4c77-a5c4-ec38f9fb9922 · outbound

This paper cites Technical report (2004).

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security Technical report (2004)

Reference 65

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raw_fallback, observed 2026-08-10T20:40:05.969343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:40:04.804639Z digest=sha256:d555d660c53f1bf9615213e89b7fbfb154f99889f12a78a3758a7fb49525474f

Observation b4308c31-8b72-4ffa-9247-b9b3e81aab95 · outbound

This paper cites Software Networking 2018(1), 177–200 (2018).

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security Software Networking 2018(1), 177–200 (2018)

Reference 66

Resolution
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raw_fallback, observed 2026-08-10T20:40:05.952635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:40:04.809021Z digest=sha256:d435963ea48877c52d5db4ce106dc8c0193eadc1900f93cc5b21bb602ce02890

Observation 70b424dc-5c98-4a67-ae93-03b6aaf9bdce · outbound

This paper cites techreport (2017).

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security techreport (2017)

Reference 67

Resolution
malformed identifier
raw_fallback, observed 2026-08-10T20:40:05.936726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:40:04.813870Z digest=sha256:482ce038c580baaec4534981728a058815295b98e706e1686c41c084fa1b35a7

Observation 4262ba6b-83da-41dd-9dbb-e12758e411f2 · outbound

This paper cites https: //shorturl.at/6fke4.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security https: //shorturl.at/6fke4

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:40:05.922302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:40:04.818509Z digest=sha256:0f076005b1cd4601f27672c657c56f713d8f8a89eed7c99e8899357b2d4caeaf

Observation 0ece3c3a-ba36-4d5a-9582-6fdf691571f9 · outbound

This paper cites an unresolved cited work.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security Unresolved cited work

Reference 69

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unresolved
raw_fallback, observed 2026-08-10T20:40:05.907660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:40:04.822955Z digest=sha256:c6bf4586111932b1a786f5cc28b3f8ffbb790ad38131590b388d141615d08c5f

Observation 96c79687-22a8-4417-96c9-6804ba91ef48 · outbound

This paper cites http://traces.cs.umass.edu/index.php/ Network/Network.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security http://traces.cs.umass.edu/index.php/ Network/Network

Reference 70

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verified fuzzy
raw_fallback, observed 2026-08-10T20:40:05.893012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security In: 2015 Military Communications and 33 Information Systems Conference (MilCIS), pp

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This paper cites Learning how to explain neural networks: PatternNet and PatternAttribution.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security Learning how to explain neural networks: PatternNet and PatternAttribution

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A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security Visualizing and Understanding Convolutional Networks

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A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security Striving for Simplicity: The All Convolutional Net

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A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security In: 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp

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A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security In: 2017 IEEE International Conference on Com- puter Vision (ICCV), pp

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A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security In: 2018 IEEE Winter Conference on Applica- tions of Computer Vision (W ACV), pp

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Pith citing papers

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