Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T21:19:22.385607Z
Paper Citation Record · LEDGER
Adversarial Robustness in Smishing Detection: A Comparative Analysis of Adversarial Fragility in Classical vs. Transformer-Based Detection Systems
As of 22 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2608.12889.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
15 of 15 outbound references displayed
- verified exact0
- verified fuzzy11
- unresolved4
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 45b2f74f-5b70-490a-a833-7fa082c437f3 · outbound
This paper cites International Journal of Research and Innovation in Applied Science10, 1921–1939 (Nov 2025).
Adversarial Robustness in Smishing Detection: A Comparative Analysis of Adversarial Fragility in Classical vs. Transformer-Based Detection Systems International Journal of Research and Innovation in Applied Science10, 1921–1939 (Nov 2025)
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:19:22.810507Z
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.
Observation 6298287b-9a21-484d-858b-280d1ffaf308 · outbound
This paper cites In: 2023 17th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS).
Adversarial Robustness in Smishing Detection: A Comparative Analysis of Adversarial Fragility in Classical vs. Transformer-Based Detection Systems In: 2023 17th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS)
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:19:22.802243Z
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.
Observation c9d818c8-6998-4b22-9a57-6471394131b6 · outbound
This paper cites Bad Characters: Imperceptible NLP Attacks.
Adversarial Robustness in Smishing Detection: A Comparative Analysis of Adversarial Fragility in Classical vs. Transformer-Based Detection Systems Bad Characters: Imperceptible NLP Attacks
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:19:22.147701Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9822bdb6-7606-404f-ade4-23aac6fa02d9 · outbound
This paper cites an unresolved cited work.
Adversarial Robustness in Smishing Detection: A Comparative Analysis of Adversarial Fragility in Classical vs. Transformer-Based Detection Systems Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:19:22.792869Z
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.
Observation 4a82e4ac-6d84-4cba-80ea-645b8ff3b563 · outbound
This paper cites Procedia Computer Science245, 1165–1174 (2024).
Adversarial Robustness in Smishing Detection: A Comparative Analysis of Adversarial Fragility in Classical vs. Transformer-Based Detection Systems Procedia Computer Science245, 1165–1174 (2024)
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:19:22.783933Z
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.
Observation 7cf2eaa6-7a9a-4a21-9cac-3ba09b256d7d · outbound
This paper cites Computer Networks255, 110892 (Dec 2024).
Adversarial Robustness in Smishing Detection: A Comparative Analysis of Adversarial Fragility in Classical vs. Transformer-Based Detection Systems Computer Networks255, 110892 (Dec 2024)
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:19:22.774309Z
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.
Observation b0d1ba2e-0f38-4b80-a137-416224082585 · outbound
This paper cites In: Proceedings 2019 Network and Distributed System Security Symposium.
Adversarial Robustness in Smishing Detection: A Comparative Analysis of Adversarial Fragility in Classical vs. Transformer-Based Detection Systems In: Proceedings 2019 Network and Distributed System Security Symposium
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:19:22.707921Z
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.
Observation 6b579939-b23c-4a4d-bc3b-15872eff9534 · outbound
This paper cites IEEE Access10, 83061– 83074 (2022).
Adversarial Robustness in Smishing Detection: A Comparative Analysis of Adversarial Fragility in Classical vs. Transformer-Based Detection Systems IEEE Access10, 83061– 83074 (2022)
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:19:22.552208Z
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.
Observation bccf67f9-162e-4603-a47f-4f83517fe9ea · outbound
This paper cites IEEE Access12, 25164– 25175 (2024).
Adversarial Robustness in Smishing Detection: A Comparative Analysis of Adversarial Fragility in Classical vs. Transformer-Based Detection Systems IEEE Access12, 25164– 25175 (2024)
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:19:22.542501Z
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.
Observation 52d01433-889e-4799-bfd2-ff7cf28c2e68 · outbound
This paper cites TextAttack: A Framework for Adversarial Attacks, Data Augmentation, and Adversarial Training in NLP.
Adversarial Robustness in Smishing Detection: A Comparative Analysis of Adversarial Fragility in Classical vs. Transformer-Based Detection Systems TextAttack: A Framework for Adversarial Attacks, Data Augmentation, and Adversarial Training in NLP
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:19:22.176307Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c5a97096-5d97-41cd-896d-2e45f1faab42 · outbound
This paper cites an unresolved cited work.
Adversarial Robustness in Smishing Detection: A Comparative Analysis of Adversarial Fragility in Classical vs. Transformer-Based Detection Systems Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:19:22.534291Z
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.
Observation 10e6010a-4148-4962-bf64-22fb5321723f · outbound
This paper cites Mesopotamian Journal of CyberSecurity5(2), 590–605 (Jun 2025).
Adversarial Robustness in Smishing Detection: A Comparative Analysis of Adversarial Fragility in Classical vs. Transformer-Based Detection Systems Mesopotamian Journal of CyberSecurity5(2), 590–605 (Jun 2025)
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:19:22.526482Z
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.
Observation 7313a8f6-ddc5-4533-b470-05ec71d0859b · outbound
This paper cites International Journal of Innovative Technology and Exploring Engineering14(5), 28–33 (Apr 2025).
Adversarial Robustness in Smishing Detection: A Comparative Analysis of Adversarial Fragility in Classical vs. Transformer-Based Detection Systems International Journal of Innovative Technology and Exploring Engineering14(5), 28–33 (Apr 2025)
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:19:22.516497Z
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.
Observation 20ea80fe-6023-4673-a8d3-2979ce9a42b3 · outbound
This paper cites In: Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies.
Adversarial Robustness in Smishing Detection: A Comparative Analysis of Adversarial Fragility in Classical vs. Transformer-Based Detection Systems In: Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:19:22.506806Z
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.
Observation 2c720309-8d41-4162-95ad-a214ba8cd6b5 · outbound
This paper cites Computers & Security154, 104443 (Jul 2025).
Adversarial Robustness in Smishing Detection: A Comparative Analysis of Adversarial Fragility in Classical vs. Transformer-Based Detection Systems Computers & Security154, 104443 (Jul 2025)
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:19:22.478497Z
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.
Pith citing papers
No inbound Pith citation observations are available.