Paper Citation Record · LEDGER

Lightweight Defense Against Adversarial Attacks in Time Series Classification

As of 19 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2505.02073.

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

pith.paper-citation-record.v1
2505.02073 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T01:08:10.038899Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

24 of 24 outbound references displayed

verified exact0
verified fuzzy19
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c7513a5a-dddf-402e-9a7d-6dcc0714af5f · outbound

This paper cites IEEE Access9, 155161–155196 (2021).

Lightweight Defense Against Adversarial Attacks in Time Series Classification IEEE Access9, 155161–155196 (2021)

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:08:10.596582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 23ba70d9-8d6e-4647-94d9-dbfd17159eb2 · outbound

This paper cites In: IEEE Symposium on Security and Privacy (SP).

Lightweight Defense Against Adversarial Attacks in Time Series Classification In: IEEE Symposium on Security and Privacy (SP)

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:08:10.579315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation dbe7612e-3a78-44a7-ad2e-0099aab2326f · outbound

This paper cites Journal of Intelligent Information Sys- tems 62(1), 27–56 (2024).

Lightweight Defense Against Adversarial Attacks in Time Series Classification Journal of Intelligent Information Sys- tems 62(1), 27–56 (2024)

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:08:10.560026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 13fa7a79-3917-4499-8bdd-6637a60c3779 · outbound

This paper cites IEEE/CAA Journal of Automatica Sinica6(6), 1293–1305 (2019).

Lightweight Defense Against Adversarial Attacks in Time Series Classification IEEE/CAA Journal of Automatica Sinica6(6), 1293–1305 (2019)

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:08:10.535855Z

Source-reported events for the cited work

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Observation 5976e4fb-82df-46db-a02a-f951066d2f3a · outbound

This paper cites Advances in Neural Information Processing Systems36 (2023).

Lightweight Defense Against Adversarial Attacks in Time Series Classification Advances in Neural Information Processing Systems36 (2023)

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:08:10.510267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2210de83-9f9e-47b1-b3f3-b4252e17304a · outbound

This paper cites In: Proceedings of the AAAI Conference on Artificial Intelligence.

Lightweight Defense Against Adversarial Attacks in Time Series Classification In: Proceedings of the AAAI Conference on Artificial Intelligence

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:08:10.484966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 02268ea5-0695-485e-8634-3e9c13593b5a · outbound

This paper cites In: IEEE International Conference on Knowledge Graph (ICKG).

Lightweight Defense Against Adversarial Attacks in Time Series Classification In: IEEE International Conference on Knowledge Graph (ICKG)

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:08:10.456695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f44e35eb-91c5-4d32-a069-5abad4c202c1 · outbound

This paper cites On the Susceptibility and Robustness of Time Series Models through Adversarial Attack and Defense.

Lightweight Defense Against Adversarial Attacks in Time Series Classification On the Susceptibility and Robustness of Time Series Models through Adversarial Attack and Defense

Reference 8

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Source-reported events for the cited work

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Observation 155c4ef6-3acc-4177-a33e-27f2fa34ac06 · outbound

This paper cites Explaining and Harnessing Adversarial Examples.

Lightweight Defense Against Adversarial Attacks in Time Series Classification Explaining and Harnessing Adversarial Examples

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T01:08:09.948363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81a8fe1d-f557-409d-af20-4fe70d9964d8 · outbound

This paper cites Springer, New York, NY, USA, 2 edn.

Lightweight Defense Against Adversarial Attacks in Time Series Classification Springer, New York, NY, USA, 2 edn

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:08:10.437978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a266a3dc-ff4f-4c69-abc1-c93869700ddf · outbound

This paper cites an unresolved cited work.

Lightweight Defense Against Adversarial Attacks in Time Series Classification Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T01:08:09.962976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 861a746d-c79e-444b-b8b0-8d8865eec816 · outbound

This paper cites Pattern Analysis and Applications24(1), 343–366 (2021).

Lightweight Defense Against Adversarial Attacks in Time Series Classification Pattern Analysis and Applications24(1), 343–366 (2021)

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:08:10.388389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9fe575ea-2009-46a1-af88-a4923e38ba85 · outbound

This paper cites Data Mining and Knowledge Discovery34(6), 1936–1962 (2020).

Lightweight Defense Against Adversarial Attacks in Time Series Classification Data Mining and Knowledge Discovery34(6), 1936–1962 (2020)

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:08:10.364849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 259d2cba-9c0a-46b7-a9d8-e46664d552c6 · outbound

This paper cites PLOS ONE16(7), e0254841 (2021).

Lightweight Defense Against Adversarial Attacks in Time Series Classification PLOS ONE16(7), e0254841 (2021)

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:08:10.346775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 36f91bc9-e88d-427b-8b5e-efd86822ce24 · outbound

This paper cites IEEE Transactions on Image Processing 31, 4417–4430 (2022).

Lightweight Defense Against Adversarial Attacks in Time Series Classification IEEE Transactions on Image Processing 31, 4417–4430 (2022)

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:08:10.329002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b45cb770-47f1-484f-a219-157bc8d5580e · outbound

This paper cites In: International Conference on In- telligent Sensors, Sensor Networks and Information Processing.

Lightweight Defense Against Adversarial Attacks in Time Series Classification In: International Conference on In- telligent Sensors, Sensor Networks and Information Processing

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:08:10.310167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 063ea314-2d28-44fa-9efc-455eed1517f5 · outbound

This paper cites Towards Deep Learning Models Resistant to Adversarial Attacks.

Lightweight Defense Against Adversarial Attacks in Time Series Classification Towards Deep Learning Models Resistant to Adversarial Attacks

Reference 17

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Source-reported events for the cited work

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Observation 242fff31-7dbd-4852-83e5-55f6996ebdfc · outbound

This paper cites In: IEEE Symposium on Security and Privacy (SP).

Lightweight Defense Against Adversarial Attacks in Time Series Classification In: IEEE Symposium on Security and Privacy (SP)

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:08:10.287559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 60d3c114-5526-4498-911a-4ac23776c3e5 · outbound

This paper cites In: International Workshop on Advanced Analytics and Learning on Temporal Data.

Lightweight Defense Against Adversarial Attacks in Time Series Classification In: International Workshop on Advanced Analytics and Learning on Temporal Data

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:08:10.265193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 150c2325-2cf5-41b3-a8a2-6fcc5fb9b112 · outbound

This paper cites In: Pacific- Asia Conference on Knowledge Discovery and Data Mining.

Lightweight Defense Against Adversarial Attacks in Time Series Classification In: Pacific- Asia Conference on Knowledge Discovery and Data Mining

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:08:10.243585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 310f3114-b683-404e-8ae4-057593691007 · outbound

This paper cites In: International Joint Con- ference on Neural Networks (IJCNN).

Lightweight Defense Against Adversarial Attacks in Time Series Classification In: International Joint Con- ference on Neural Networks (IJCNN)

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:08:10.212389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0c0c9b3c-f540-4674-a8c5-2456ec4668d4 · outbound

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

Lightweight Defense Against Adversarial Attacks in Time Series Classification In: Australasian Joint Conference on Artificial Intelligence

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:08:10.182090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e2d43aed-919f-4b83-92ac-b88853c00ac9 · outbound

This paper cites Ensemble Methods as a Defense to Adversarial Perturbations Against Deep Neural Networks.

Lightweight Defense Against Adversarial Attacks in Time Series Classification Ensemble Methods as a Defense to Adversarial Perturbations Against Deep Neural Networks

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T01:08:10.033747Z

Source-reported events for the cited work

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Observation 3460ebae-af98-4978-b307-70df6e099208 · outbound

This paper cites In: International Confer- ence, ICA3PP.

Lightweight Defense Against Adversarial Attacks in Time Series Classification In: International Confer- ence, ICA3PP

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:08:10.162646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

No inbound Pith citation observations are available.