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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 2026-08-23T06:30:58.430688+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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T17:15:08.242432Z digest=sha256:6780673b317ea776b066f41cfcf026637983ed70139cdfff6cd59ba5784c1f3d

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

Resolution
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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T17:15:08.249281Z digest=sha256:6cb1a7d7fe05b9bcf035c1cdcf7e98f55411de055d7fb9d17a176c282cfadbdf

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T17:15:08.254836Z digest=sha256:f1d584d0126df0052bf9c36388cdbdf75a8dbe078c96ae3a3d35a35750bacedb

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T17:15:08.260206Z digest=sha256:b3a3faef20d58d33ec658aa4a051ee530cfa9de9623dcf8910166eb0a1abda97

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T17:15:08.265279Z digest=sha256:e6abdb0b850354e7404e4cdd8ad5c6ec743dcbd8a27ed5894809bc936115e18b

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T17:15:08.271308Z digest=sha256:e0c0293aa76a00bf449bdb07b8cb080d0b682530763ad1a907285d34d6cef368

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T17:15:08.278229Z digest=sha256:c6618a3ee438fd2f7c23eb36f133a290a1fec46694bf62612dc1f38f81f29dd0

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T17:15:08.288149Z digest=sha256:020c48432b47368dfcc2a39a59cc656e001ce1086b2cf6ce38a6b7ceddb072a5

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T17:15:08.293119Z digest=sha256:5342300e3b7a5c03e093a3988fea33fc0f69b46b31529e7db02280c81d772893

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T17:15:08.297943Z digest=sha256:d732305177821479ab89750d5224ec5ce4c94a162d58d8b98f7621ebfc297dd8

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T17:15:08.304324Z digest=sha256:fe0eec328c00bda02428c1cafb1d5d388e1f0211dddb361732dbcd58bd80cdb8

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T17:15:08.309678Z digest=sha256:7d25e5eee4990c5ddd45468a0ec3d5c491051897574ac9cc1f4029d8d22f4f88

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T17:15:08.314949Z digest=sha256:6c713f8f0c7bb3c86bdd4fb8c093a6cc68e571b1e044e833638d0dfe847695fc

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T17:15:08.320269Z digest=sha256:f955bade29f726091e0509ac54cb6b646788e0bc5e5efeacdfb39782621a7484

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T17:15:08.325608Z digest=sha256:c28cf9376c3a1242bc457fb96451484eb15fcef5e251f5f481954a7b728f0548

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

Resolution
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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T17:15:08.330184Z digest=sha256:b3ee05a6ac59e7e8b14047dd780308ff536dfa7850b2d7c44eafe46fb84cbf76

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T17:15:08.339294Z digest=sha256:18b1f25cd9eeffe1691e453a3fe23adff0c9145ecf8d3efe5211c2f40c8aa9c0

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T17:15:08.343846Z digest=sha256:2efb4d5c60e787ffaca4da3c273c49e9f4a470908960095e3cd0ff417e79f099

Pith citing papers

No inbound Pith citation observations are available.