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Paper Citation Record · LEDGER

Detection of Physiological Data Tampering Attacks with Quantum Machine Learning

As of 23 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2502.05966.

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

pith.paper-citation-record.v1
2502.05966 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T17:15:08.343846Z

measured 20 of 20 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

20 of 20 outbound references displayed

  • verified exact0
  • verified fuzzy18
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9056cfc9-ce00-4693-a7fa-2f1abf9858ab · outbound

This paper cites A systematic review of adver- sarial machine learning attacks, defensive controls, and technologies,.

Detection of Physiological Data Tampering Attacks with Quantum Machine Learning A systematic review of adver- sarial machine learning attacks, defensive controls, and technologies,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:15:08.702792Z

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=2026-08-08T17:15:08.242432Z digest=sha256:7d059a0f4aa2b4bc05b614767bef95799b92ba08a1a2945dc6ff261e201bad99

Observation 21cfbf53-46e9-44cc-836a-6c6b4722fe92 · outbound

This paper cites Data security and privacy in wireless body area networks,.

Detection of Physiological Data Tampering Attacks with Quantum Machine Learning Data security and privacy in wireless body area networks,

Reference 2

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verified fuzzy
raw_fallback, observed 2026-08-08T17:15:08.686514Z

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=2026-08-08T17:15:08.249281Z digest=sha256:577671240c92dd2f2063b8dd37e80765f5e49cadeb1444c7e4cf098d54620cc4

Observation d5968c04-612c-4693-a69f-e536941ed934 · outbound

This paper cites Security issues in biomedical wireless sensor networks,.

Detection of Physiological Data Tampering Attacks with Quantum Machine Learning Security issues in biomedical wireless sensor networks,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:15:08.668409Z

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=2026-08-08T17:15:08.254836Z digest=sha256:74ffef73b765ba9d377b5e91df4b80bc6a097feff76d2c4ec9af0ad33dba919e

Observation 3b5a18a2-f939-44f9-8423-99b64c92c6f9 · outbound

This paper cites Anomaly detection using machine learning to discover sensor tampering in iot systems,.

Detection of Physiological Data Tampering Attacks with Quantum Machine Learning Anomaly detection using machine learning to discover sensor tampering in iot systems,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:15:08.651745Z

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=2026-08-08T17:15:08.260206Z digest=sha256:71bc764970cb35865a8e9226c9662574af46eeba312f4e625757d71c76761991

Observation 5bf198a3-fc32-432d-bcb8-186160f8635c · outbound

This paper cites Anomaly behavior analysis for iot sensors,.

Detection of Physiological Data Tampering Attacks with Quantum Machine Learning Anomaly behavior analysis for iot sensors,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:15:08.633571Z

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=2026-08-08T17:15:08.265279Z digest=sha256:dd043625d52ede78044aeb267cdc313fa649db8a1e1e19dd1c56108599434d9e

Observation c8b54a4a-dbf7-41a5-b6f8-8d720bd6742f · outbound

This paper cites Hybrid anomaly detection model on trusted iot devices,.

Detection of Physiological Data Tampering Attacks with Quantum Machine Learning Hybrid anomaly detection model on trusted iot devices,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:15:08.616109Z

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=2026-08-08T17:15:08.271308Z digest=sha256:bbb602cd7c5e729de8b5a1277a5d2ada414aa0e11d77a89afa8aac2f3781ba76

Observation 84f3d1d6-a6c3-40f5-9ac8-a5e48e2515d0 · outbound

This paper cites Data poisoning attacks on federated machine learning,.

Detection of Physiological Data Tampering Attacks with Quantum Machine Learning Data poisoning attacks on federated machine learning,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:15:08.599716Z

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=2026-08-08T17:15:08.278229Z digest=sha256:258d4ededee214542f4d4b62df494d6499e59130acb727a7e25e7d1377203c31

Observation 8f26a3f0-ea07-413a-ac03-9efa458d3cdc · outbound

This paper cites Data poisoning attacks against machine learning algorithms,.

Detection of Physiological Data Tampering Attacks with Quantum Machine Learning Data poisoning attacks against machine learning algorithms,

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-08T17:15:08.283163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:15:08.283163Z digest=sha256:414adfb905ad6a534b7bca0be8a83f9803c4a8ef1c02d5f3707ed86afa3eccb3

Observation b69537a9-0657-488b-922b-208f5b159ffe · outbound

This paper cites Quantum machine learning in feature hilbert spaces,.

Detection of Physiological Data Tampering Attacks with Quantum Machine Learning Quantum machine learning in feature hilbert spaces,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:15:08.571624Z

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=2026-08-08T17:15:08.288149Z digest=sha256:8f8c8bdad41a442090f19489ff831a9f0f390888ab74a4c83253775b6df25516

Observation 2a322174-c589-4c76-95b1-626779d84fb3 · outbound

This paper cites Supervised learning with quantum- enhanced feature spaces,.

Detection of Physiological Data Tampering Attacks with Quantum Machine Learning Supervised learning with quantum- enhanced feature spaces,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:15:08.556249Z

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=2026-08-08T17:15:08.293119Z digest=sha256:7fc272fa20b72ecfd461d123b979c4bba8d407e80f18dc087a0b33e1eadda9c9

Observation 81917a8d-56fb-43db-a554-cbbc377ad04f · outbound

This paper cites Anomaly detection for real-world cyber-physical security using quantum hybrid support vector machines,.

Detection of Physiological Data Tampering Attacks with Quantum Machine Learning Anomaly detection for real-world cyber-physical security using quantum hybrid support vector machines,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:15:08.538417Z

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=2026-08-08T17:15:08.297943Z digest=sha256:16156c351fc850338ac6c72202ac7599d2ccb9241899c35a910e0f24eecfa748

Observation 1bf731a0-5b03-4e55-8757-e9b9b42cda8e · outbound

This paper cites Automated security test generation with formal threat models,.

Detection of Physiological Data Tampering Attacks with Quantum Machine Learning Automated security test generation with formal threat models,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:15:08.519213Z

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=2026-08-08T17:15:08.304324Z digest=sha256:1bfcaa0dcc5d412a466896a3348340b8d9badc5d2b7ec7abe338ed40b62d00e9

Observation 60ca8506-7ef7-441e-83dd-aa5708d28da6 · outbound

This paper cites Univer- sal adversarial perturbations,.

Detection of Physiological Data Tampering Attacks with Quantum Machine Learning Univer- sal adversarial perturbations,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:15:08.499021Z

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=2026-08-08T17:15:08.309678Z digest=sha256:6795c3d59abe6ced0fa4550e169b67585498fcd7e21f7b8d7f7e445cf7e61eb8

Observation 6095db27-803a-4750-b9d6-5bfcdfae0d22 · outbound

This paper cites The effect of electroen- cephalogram (eeg) reference choice on information-theoretic measures of the complexity and integration of eeg signals,.

Detection of Physiological Data Tampering Attacks with Quantum Machine Learning The effect of electroen- cephalogram (eeg) reference choice on information-theoretic measures of the complexity and integration of eeg signals,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:15:08.481625Z

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=2026-08-08T17:15:08.314949Z digest=sha256:aa6ce8000c4382695552c4b32212e1c1937da296684fdd0b8416af1a51e75796

Observation 6ce0fd9e-0085-4017-b108-3227be2cf073 · outbound

This paper cites Ephnogram: A simulta- neous electrocardiogram and phonocardiogram database,.

Detection of Physiological Data Tampering Attacks with Quantum Machine Learning Ephnogram: A simulta- neous electrocardiogram and phonocardiogram database,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:15:08.465146Z

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=2026-08-08T17:15:08.320269Z digest=sha256:341ef44bb7ecd3d352e4136e17b4048791027cf25efc6678562618e79c549cf4

Observation 148dba04-d176-4de2-aa9b-7973a51ad379 · outbound

This paper cites Physiobank, physiotoolkit, and physionet: Components of a new research resource for complex physiologic signals,.

Detection of Physiological Data Tampering Attacks with Quantum Machine Learning Physiobank, physiotoolkit, and physionet: Components of a new research resource for complex physiologic signals,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:15:08.448141Z

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=2026-08-08T17:15:08.325608Z digest=sha256:b33d25a2ac2ed33b8335405a066003622c34ecb282db31762bb6ad8684ef35c6

Observation 1322daca-e069-4383-a456-523f9b4e7c98 · outbound

This paper cites Machine learning based stress monitoring in older adults using wearable sensors and cortisol as stress biomarker,.

Detection of Physiological Data Tampering Attacks with Quantum Machine Learning Machine learning based stress monitoring in older adults using wearable sensors and cortisol as stress biomarker,

Reference 17

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verified fuzzy
raw_fallback, observed 2026-08-08T17:15:08.431090Z

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=2026-08-08T17:15:08.330184Z digest=sha256:462a5bd3296f9ecd48a0581d53e619797624a9d9943ca07558ee11c2ce57e52e

Observation 82c0073f-a9f0-4c93-b9db-5595dfba1163 · outbound

This paper cites Utilizing machine learning for context-aware digital biomarker of stress in older adults,.

Detection of Physiological Data Tampering Attacks with Quantum Machine Learning Utilizing machine learning for context-aware digital biomarker of stress in older adults,

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-08T17:15:08.334755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:15:08.334755Z digest=sha256:fd027db4e676452fa89c99243844e263f9a0c4fa59df70d38ec0c55973b1dd00

Observation 2b891f13-d558-4743-b80d-89968280714a · outbound

This paper cites Predicting stress in older adults with rnn and lstm from time series sensor data and cortisol,.

Detection of Physiological Data Tampering Attacks with Quantum Machine Learning Predicting stress in older adults with rnn and lstm from time series sensor data and cortisol,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:15:08.402011Z

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=2026-08-08T17:15:08.339294Z digest=sha256:af2c4344980ac9ef7ca079cbbf2fcee6b321334188718048dec21cad98a09a48

Observation 9b47bb96-e159-4a0c-b16a-8f4f161f8058 · outbound

This paper cites Principal component analysis: A natural approach to data exploration,.

Detection of Physiological Data Tampering Attacks with Quantum Machine Learning Principal component analysis: A natural approach to data exploration,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:15:08.383544Z

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=2026-08-08T17:15:08.343846Z digest=sha256:7539a776ac8873e754c0e16d5380388c9b40a5569b059f67ec19f39caa5b451f

Pith citing papers

No inbound Pith citation observations are available.