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Paper Citation Record · LEDGER

CryptoDNA: A Machine Learning Paradigm for DDoS Detection in Healthcare IoT, Inspired by crypto jacking prevention Models

As of 19 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 2 inbound Pith citation observations for arXiv:2501.18549.

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

pith.paper-citation-record.v1
2501.18549 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T23:05:57.964408Z

measured 20 of 20 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:35:29.165718Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T13:16:59.019280Z

Reference resolution

18 of 18 outbound references displayed

  • verified exact0
  • verified fuzzy8
  • unresolved10
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 06e3adc0-3db3-43bf-8cbd-994e9fa3dac6 · outbound

This paper cites write newline.

CryptoDNA: A Machine Learning Paradigm for DDoS Detection in Healthcare IoT, Inspired by crypto jacking prevention Models write newline

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-09T23:05:57.880000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T23:05:57.880000Z digest=sha256:26ca556b4a1ac3d55d11e958c10c8f9cc8fdaa6a7c032026e48612e3d121a307

Observation b01910c0-5a7f-426f-afc7-46cd1d5bd746 · outbound

This paper cites D., and Erukala, S.

CryptoDNA: A Machine Learning Paradigm for DDoS Detection in Healthcare IoT, Inspired by crypto jacking prevention Models D., and Erukala, S

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:05:58.275652Z

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.

source=arxiv_source observed=2026-08-09T23:05:57.886785Z digest=sha256:7ae70254ba5c8f24f7a4a08e6bb05c6c55d0275f4757f94c65ab2e796da2f8a1

Observation abc5e87b-41a3-4f40-a714-0c1b88cdc91a · outbound

This paper cites A.; and Sahar, N.

CryptoDNA: A Machine Learning Paradigm for DDoS Detection in Healthcare IoT, Inspired by crypto jacking prevention Models A.; and Sahar, N

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:05:58.260854Z

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.

source=arxiv_source observed=2026-08-09T23:05:57.892323Z digest=sha256:23b604281c8ea595ec61db112004a8143f322ac4badd5895e6485f9be588bd4c

Observation 64ac483d-fdeb-478a-97c5-998c166a9885 · outbound

This paper cites an unresolved cited work.

CryptoDNA: A Machine Learning Paradigm for DDoS Detection in Healthcare IoT, Inspired by crypto jacking prevention Models Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-09T23:05:58.245422Z

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.

source=arxiv_source observed=2026-08-09T23:05:57.897450Z digest=sha256:aa8d340cd5f10b6b190a78419dd1660bb17cf94c1e04d25227b1bff147529bb2

Observation 1af54f54-ce67-409e-839f-eb1ba19e9edb · outbound

This paper cites an unresolved cited work.

CryptoDNA: A Machine Learning Paradigm for DDoS Detection in Healthcare IoT, Inspired by crypto jacking prevention Models Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-09T23:05:58.229740Z

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.

source=arxiv_source observed=2026-08-09T23:05:57.902663Z digest=sha256:1241222f2587c94922b49b8c886e1b6636b590febd99c783ebb192d54e859c2b

Observation 6d94a2f6-bb51-4736-b3b7-82e42e622c42 · outbound

This paper cites an unresolved cited work.

CryptoDNA: A Machine Learning Paradigm for DDoS Detection in Healthcare IoT, Inspired by crypto jacking prevention Models Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-09T23:05:58.215073Z

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.

source=arxiv_source observed=2026-08-09T23:05:57.908047Z digest=sha256:a40286533bc888d3b028566cd49011ef67e7bd3ea2167f1ea9c1f0cf1752d542

Observation 272d3224-70dc-459a-bd12-52cb2a5e7e06 · outbound

This paper cites an unresolved cited work.

CryptoDNA: A Machine Learning Paradigm for DDoS Detection in Healthcare IoT, Inspired by crypto jacking prevention Models Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-09T23:05:58.198214Z

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.

source=arxiv_source observed=2026-08-09T23:05:57.913299Z digest=sha256:d184f130b8c8394fd70ec50885f9dbf7d265291042e07744f3bd2e052b3d8849

Observation c2dce19b-9cac-46a7-b70e-e61752fdae02 · outbound

This paper cites an unresolved cited work.

CryptoDNA: A Machine Learning Paradigm for DDoS Detection in Healthcare IoT, Inspired by crypto jacking prevention Models Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-09T23:05:58.182277Z

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.

source=arxiv_source observed=2026-08-09T23:05:57.918985Z digest=sha256:2d804a8a5f41c5583a952611de02233c916bc5a102453588cbd21b4e60451deb

Observation bae5383c-c690-4c12-bae0-46e178a3481a · outbound

This paper cites B.; and Panigrahi, P.

CryptoDNA: A Machine Learning Paradigm for DDoS Detection in Healthcare IoT, Inspired by crypto jacking prevention Models B.; and Panigrahi, P

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:05:58.164768Z

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.

source=arxiv_source observed=2026-08-09T23:05:57.923686Z digest=sha256:d65baf9efd5267d34ed0521c39620c9e9758985a5a2e260166ccbf80f8c424af

Observation 739bd8d1-cbb1-4fa8-b606-05bb0d2eb69a · outbound

This paper cites B., and Dahiya, A.

CryptoDNA: A Machine Learning Paradigm for DDoS Detection in Healthcare IoT, Inspired by crypto jacking prevention Models B., and Dahiya, A

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:05:58.147308Z

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.

source=arxiv_source observed=2026-08-09T23:05:57.928947Z digest=sha256:ddea1dca4e21412c77ce521bb8ebcb477da7eca69b9abee3a98da53606c2c219

Observation 2d499f67-ddbe-4d4e-81aa-99f03e4259ec · outbound

This paper cites J.; Kumar, S.; and Sharma, H.

CryptoDNA: A Machine Learning Paradigm for DDoS Detection in Healthcare IoT, Inspired by crypto jacking prevention Models J.; Kumar, S.; and Sharma, H

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:05:58.128738Z

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.

source=arxiv_source observed=2026-08-09T23:05:57.933739Z digest=sha256:7005428821a90ee0e5a448999a57d4eedac47dbb940bed717cf784444836ff67

Observation d0519dce-a314-41ca-888f-566b5ce3a5cc · outbound

This paper cites H.; Shovon, H.

CryptoDNA: A Machine Learning Paradigm for DDoS Detection in Healthcare IoT, Inspired by crypto jacking prevention Models H.; Shovon, H

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:05:58.111498Z

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.

source=arxiv_source observed=2026-08-09T23:05:57.938047Z digest=sha256:5a818238c873d4ba79c22efb57ccef7670e7966c7b75192a6aff3eea21482f6a

Observation 2f5b8efb-a558-4420-a05d-b46549faf0fd · outbound

This paper cites M.; Pouriyeh, S.; Dehghantanha, A.; and Srivastava, G.

CryptoDNA: A Machine Learning Paradigm for DDoS Detection in Healthcare IoT, Inspired by crypto jacking prevention Models M.; Pouriyeh, S.; Dehghantanha, A.; and Srivastava, G

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:05:58.092229Z

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.

source=arxiv_source observed=2026-08-09T23:05:57.943019Z digest=sha256:8ddcd162e1f67e299e3ac888f74d7816a81a4d539904c22160e3a878945de647

Observation 2ea7e2b6-f215-4cdd-88d0-19456969063d · outbound

This paper cites an unresolved cited work.

CryptoDNA: A Machine Learning Paradigm for DDoS Detection in Healthcare IoT, Inspired by crypto jacking prevention Models Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-09T23:05:58.073372Z

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.

source=arxiv_source observed=2026-08-09T23:05:57.947438Z digest=sha256:6063063a976a4c532cb96f12a573f671c7b9a19f8746fef5f923d313616dc107

Observation 42a670a1-4098-4e55-8e6e-5779af97eb75 · outbound

This paper cites an unresolved cited work.

CryptoDNA: A Machine Learning Paradigm for DDoS Detection in Healthcare IoT, Inspired by crypto jacking prevention Models Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-09T23:05:58.054787Z

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.

source=arxiv_source observed=2026-08-09T23:05:57.951699Z digest=sha256:0d5eab9b145d6c9bec8b94511cee6635d442142f3def478eaae53b4f56b63013

Observation 13ae67e6-1927-4c87-9b1d-e5517e2a5e31 · outbound

This paper cites an unresolved cited work.

CryptoDNA: A Machine Learning Paradigm for DDoS Detection in Healthcare IoT, Inspired by crypto jacking prevention Models Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-09T23:05:58.037404Z

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.

source=arxiv_source observed=2026-08-09T23:05:57.955923Z digest=sha256:98643bc1effc5db95952a97915925039301042f1f9b18418246c9b8acd1dc4d3

Observation d5595c60-a0fb-4577-9c2f-b681b25f78f2 · outbound

This paper cites A., and McCauley, V.

CryptoDNA: A Machine Learning Paradigm for DDoS Detection in Healthcare IoT, Inspired by crypto jacking prevention Models A., and McCauley, V

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:05:58.020874Z

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.

source=arxiv_source observed=2026-08-09T23:05:57.960227Z digest=sha256:685ca21f50ed496da8c724c563f15ab37873136550b8f069839c0071491d2e92

Observation 46d31a3a-0e84-4406-8856-fc530796a18a · outbound

This paper cites an unresolved cited work.

CryptoDNA: A Machine Learning Paradigm for DDoS Detection in Healthcare IoT, Inspired by crypto jacking prevention Models Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-09T23:05:58.002988Z

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.

source=arxiv_source observed=2026-08-09T23:05:57.964408Z digest=sha256:2cd0a47e7c1b2def4edd96dde525784392c727134a1e20dd21505e16774c078e

Pith citing papers

Observation 6b3706d9-d680-415f-8425-fea3d3458ef1 · inbound

Extreme Learning Machine Based System for DDoS Attacks Detections on IoMT Devices cites this paper.

Extreme Learning Machine Based System for DDoS Attacks Detections on IoMT Devices CryptoDNA: A Machine Learning Paradigm for DDoS Detection in Healthcare IoT, Inspired by crypto jacking prevention Models

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T19:35:29.165718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:35:29.165718Z digest=sha256:61c7a52298869ab00991462e03da6ba56a6a4a94d93b50ea89242139081bc5b8

Observation 012b8de8-e408-427d-bc6a-18a7991eab92 · inbound

Dimensionality Reduction for Cyberattack Classification: A Comparative Evaluation of PCA and Linear Predictive Coding cites this paper.

Dimensionality Reduction for Cyberattack Classification: A Comparative Evaluation of PCA and Linear Predictive Coding CryptoDNA: A Machine Learning Paradigm for DDoS Detection in Healthcare IoT, Inspired by crypto jacking prevention Models

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-07-02T13:16:59.020903Z

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.

source=pdf_text observed=2026-06-28T01:23:03.182749Z digest=sha256:8f27ed70a5d89d2472ee1dea9c937c10e9315930ae9824aaa46fa75e8c53747b