Paper Citation Record · LEDGER

Anti-Sensing: Defense against Unauthorized Radar-based Human Vital Sign Sensing with Physically Realizable Wearable Oscillators

As of 18 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2505.10864.

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

pith.paper-citation-record.v1
2505.10864 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:06:16.766778Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

32 of 32 outbound references displayed

verified exact0
verified fuzzy24
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4ccfd0a9-9fc7-40a8-8e49-8263818896c3 · outbound

This paper cites Analysis of vital signs monitoring using an ir-uwb radar,.

Anti-Sensing: Defense against Unauthorized Radar-based Human Vital Sign Sensing with Physically Realizable Wearable Oscillators Analysis of vital signs monitoring using an ir-uwb radar,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:17.193581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e5d61b13-8088-4297-9278-fcde2d0c5d01 · outbound

This paper cites Respiratory rate monitor- ing in clinical environments with a contactless ultra-wideband im- pulse radar-based sensor system,.

Anti-Sensing: Defense against Unauthorized Radar-based Human Vital Sign Sensing with Physically Realizable Wearable Oscillators Respiratory rate monitor- ing in clinical environments with a contactless ultra-wideband im- pulse radar-based sensor system,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:17.179939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 05ba9a8c-b440-4c34-a7be-1d6ad8a26db2 · outbound

This paper cites Eulerian phase-based motion magnification for high-fidelity vital sign estimation with radar in clinical settings,.

Anti-Sensing: Defense against Unauthorized Radar-based Human Vital Sign Sensing with Physically Realizable Wearable Oscillators Eulerian phase-based motion magnification for high-fidelity vital sign estimation with radar in clinical settings,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:17.166420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5c3e7a06-d6a9-4c78-9b41-40d131be6c74 · outbound

This paper cites Deepvs: A deep learning approach for rf-based vital signs sensing,.

Anti-Sensing: Defense against Unauthorized Radar-based Human Vital Sign Sensing with Physically Realizable Wearable Oscillators Deepvs: A deep learning approach for rf-based vital signs sensing,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:17.153098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a179a0d5-4afd-408f-94ad-563cba185f41 · outbound

This paper cites Heart rate sensing with a robot mounted mmwave radar,.

Anti-Sensing: Defense against Unauthorized Radar-based Human Vital Sign Sensing with Physically Realizable Wearable Oscillators Heart rate sensing with a robot mounted mmwave radar,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:17.139241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4880f611-1980-4aef-bcb7-e48714afc85d · outbound

This paper cites Adaptable action-aware vital models for personalized intelligent patient monitoring,.

Anti-Sensing: Defense against Unauthorized Radar-based Human Vital Sign Sensing with Physically Realizable Wearable Oscillators Adaptable action-aware vital models for personalized intelligent patient monitoring,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:17.126513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 29bbb543-430e-4e6d-ae31-60ffdf9610d0 · outbound

This paper cites Uwb-gestures, a public dataset of dynamic hand gestures acquired using impulse radar sensors,.

Anti-Sensing: Defense against Unauthorized Radar-based Human Vital Sign Sensing with Physically Realizable Wearable Oscillators Uwb-gestures, a public dataset of dynamic hand gestures acquired using impulse radar sensors,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:17.113412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 84352a53-7f5b-42ab-aae3-c49bf1c5dd1d · outbound

This paper cites Deep-learning methods for hand-gesture recognition using ultra-wideband radar,.

Anti-Sensing: Defense against Unauthorized Radar-based Human Vital Sign Sensing with Physically Realizable Wearable Oscillators Deep-learning methods for hand-gesture recognition using ultra-wideband radar,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:17.100625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fdd415b9-3e03-48f0-a56c-a443b5c8fb03 · outbound

This paper cites Ir-uwb radar sensor for human ges- ture recognition by using machine learning,.

Anti-Sensing: Defense against Unauthorized Radar-based Human Vital Sign Sensing with Physically Realizable Wearable Oscillators Ir-uwb radar sensor for human ges- ture recognition by using machine learning,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:17.087461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ebee8972-35d0-41ac-8c7d-e0390dd88eb4 · outbound

This paper cites Explaining and Harnessing Adversarial Examples.

Anti-Sensing: Defense against Unauthorized Radar-based Human Vital Sign Sensing with Physically Realizable Wearable Oscillators Explaining and Harnessing Adversarial Examples

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:16.675012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 866670ed-a575-4838-853f-2c69eb66d61a · outbound

This paper cites Adversarial examples in the physical world.

Anti-Sensing: Defense against Unauthorized Radar-based Human Vital Sign Sensing with Physically Realizable Wearable Oscillators Adversarial examples in the physical world

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:16.679044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5a553d2-42ab-4658-8b1a-b15a0ce152df · outbound

This paper cites Towards deep learning models resistant to adversarial attacks,.

Anti-Sensing: Defense against Unauthorized Radar-based Human Vital Sign Sensing with Physically Realizable Wearable Oscillators Towards deep learning models resistant to adversarial attacks,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:16.683795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34543662-83de-48f8-94a6-8ea05dbe4b89 · outbound

This paper cites The limitations of deep learning in adversarial settings,.

Anti-Sensing: Defense against Unauthorized Radar-based Human Vital Sign Sensing with Physically Realizable Wearable Oscillators The limitations of deep learning in adversarial settings,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:16.687923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e38125c-71c6-4e4d-9e91-11fe118e49a7 · outbound

This paper cites Deepfool: a sim- ple and accurate method to fool deep neural networks,.

Anti-Sensing: Defense against Unauthorized Radar-based Human Vital Sign Sensing with Physically Realizable Wearable Oscillators Deepfool: a sim- ple and accurate method to fool deep neural networks,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:17.057602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 603b3fb9-36c1-4559-970a-d254e7e34436 · outbound

This paper cites Towards evaluating the robustness of neural networks,.

Anti-Sensing: Defense against Unauthorized Radar-based Human Vital Sign Sensing with Physically Realizable Wearable Oscillators Towards evaluating the robustness of neural networks,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:16.696266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8f8452e-ee68-4631-aa30-50d279e701f1 · outbound

This paper cites Zoo: Zeroth order optimization based black-box attacks to deep neural networks without training substitute models,.

Anti-Sensing: Defense against Unauthorized Radar-based Human Vital Sign Sensing with Physically Realizable Wearable Oscillators Zoo: Zeroth order optimization based black-box attacks to deep neural networks without training substitute models,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:17.035548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3b831461-a20a-4f33-9f02-c832c2b11690 · outbound

This paper cites Genattack: Practical black-box attacks with gradient-free optimization,.

Anti-Sensing: Defense against Unauthorized Radar-based Human Vital Sign Sensing with Physically Realizable Wearable Oscillators Genattack: Practical black-box attacks with gradient-free optimization,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:17.021290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6f9c8827-649a-43b8-9ca7-1d9171aef1a9 · outbound

This paper cites Decision-Based Adversarial Attacks: Reliable Attacks Against Black-Box Machine Learning Models.

Anti-Sensing: Defense against Unauthorized Radar-based Human Vital Sign Sensing with Physically Realizable Wearable Oscillators Decision-Based Adversarial Attacks: Reliable Attacks Against Black-Box Machine Learning Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:16.708001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f3d0d93-1bb2-4943-a8f4-9953c6b9b55f · outbound

This paper cites Square attack: a query-efficient black-box adversarial attack via random search,.

Anti-Sensing: Defense against Unauthorized Radar-based Human Vital Sign Sensing with Physically Realizable Wearable Oscillators Square attack: a query-efficient black-box adversarial attack via random search,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:17.008012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c0760214-91cc-4719-a96b-b741d92348b1 · outbound

This paper cites Simple black-box adversarial attacks,.

Anti-Sensing: Defense against Unauthorized Radar-based Human Vital Sign Sensing with Physically Realizable Wearable Oscillators Simple black-box adversarial attacks,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:16.716572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a3a2690-bd24-4339-9aa9-a0b76f9fc617 · outbound

This paper cites Robust physical-world attacks on deep learning visual classification,.

Anti-Sensing: Defense against Unauthorized Radar-based Human Vital Sign Sensing with Physically Realizable Wearable Oscillators Robust physical-world attacks on deep learning visual classification,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:16.985979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation db09882b-9b83-404c-8878-8db3db24f6cf · outbound

This paper cites Adversarial laser beam: Effective physical-world attack to dnns in a blink,.

Anti-Sensing: Defense against Unauthorized Radar-based Human Vital Sign Sensing with Physically Realizable Wearable Oscillators Adversarial laser beam: Effective physical-world attack to dnns in a blink,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:16.973014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c9d19bf0-7b26-4927-938b-50bf715e72a6 · outbound

This paper cites Physical-world optical adversarial attacks on 3d face recognition,.

Anti-Sensing: Defense against Unauthorized Radar-based Human Vital Sign Sensing with Physically Realizable Wearable Oscillators Physical-world optical adversarial attacks on 3d face recognition,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:16.960420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 73f0e30b-9ed6-4f5a-9bb2-9d0263774750 · outbound

This paper cites T-sea: Transfer- based self-ensemble attack on object detection,.

Anti-Sensing: Defense against Unauthorized Radar-based Human Vital Sign Sensing with Physically Realizable Wearable Oscillators T-sea: Transfer- based self-ensemble attack on object detection,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:16.947532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4567f032-6337-4bac-8243-272b0a6b7fa4 · outbound

This paper cites Universal targeted adversarial attacks against mmwave-based human activity recogni- tion,.

Anti-Sensing: Defense against Unauthorized Radar-based Human Vital Sign Sensing with Physically Realizable Wearable Oscillators Universal targeted adversarial attacks against mmwave-based human activity recogni- tion,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:16.934322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 25d9597b-76e4-4ade-982b-04f10e838ed2 · outbound

This paper cites Investigating the significance of adversarial attacks and their relation to interpretability for radar-based human activity recognition systems,.

Anti-Sensing: Defense against Unauthorized Radar-based Human Vital Sign Sensing with Physically Realizable Wearable Oscillators Investigating the significance of adversarial attacks and their relation to interpretability for radar-based human activity recognition systems,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:16.920833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 97d4f057-c6d9-4911-ad97-2b7fa4f4b4c5 · outbound

This paper cites Irshield: A countermeasure against adversarial physical-layer wireless sensing,.

Anti-Sensing: Defense against Unauthorized Radar-based Human Vital Sign Sensing with Physically Realizable Wearable Oscillators Irshield: A countermeasure against adversarial physical-layer wireless sensing,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:16.907160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1cbb0bfd-7807-4e94-b7fa-e572c9edc8d4 · outbound

This paper cites Rf-protect: privacy against device-free human tracking,.

Anti-Sensing: Defense against Unauthorized Radar-based Human Vital Sign Sensing with Physically Realizable Wearable Oscillators Rf-protect: privacy against device-free human tracking,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:16.894527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 35980b36-cc22-470e-b0d8-0b80dbf42741 · outbound

This paper cites Pulson 440 uwb radar,.

Anti-Sensing: Defense against Unauthorized Radar-based Human Vital Sign Sensing with Physically Realizable Wearable Oscillators Pulson 440 uwb radar,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:16.880649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 23031edf-0d2a-443b-8259-41685c7aeec4 · outbound

This paper cites Portable uwb radar sensing system for transforming subtle chest movement into actionable micro-doppler signatures to extract respiratory rate exploiting resnet algorithm,.

Anti-Sensing: Defense against Unauthorized Radar-based Human Vital Sign Sensing with Physically Realizable Wearable Oscillators Portable uwb radar sensing system for transforming subtle chest movement into actionable micro-doppler signatures to extract respiratory rate exploiting resnet algorithm,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:16.867150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c1312c7e-535b-4806-8583-24e01a11f538 · outbound

This paper cites Convolutional neural networks for the real-time monitoring of vital signs based on impulse radio ultrawide-band radar during sleep,.

Anti-Sensing: Defense against Unauthorized Radar-based Human Vital Sign Sensing with Physically Realizable Wearable Oscillators Convolutional neural networks for the real-time monitoring of vital signs based on impulse radio ultrawide-band radar during sleep,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:16.853829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation aca546fa-8796-44e4-87f4-d23fba2c3116 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Anti-Sensing: Defense against Unauthorized Radar-based Human Vital Sign Sensing with Physically Realizable Wearable Oscillators An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:16.766778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.