Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T23:30:17.238372Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 0 inbound Pith citation observations for arXiv:2502.08865.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T23:30:17.238372Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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
66 of 66 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 5a68fb2b-b36c-40bf-966d-72bc40338354 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Securing augmented reality output,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c99c1923-1bda-4707-8214-8de7c93c9ebb · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Secure multi-user content sharing for augmented reality applications,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 21cba79a-0e74-4b3f-aeaa-bb18c70f8941 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Bystandar: Protecting bystander visual data in augmented reality systems,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2ce30a52-4343-4378-96c1-ec9f37c0dc89 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Elic- iting security & privacy-informed sharing techniques for multi-user augmented reality,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation dba77462-1e34-4586-8a16-6818fccfc571 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Reframe: An augmented reality storyboarding tool for character- driven analysis of security & privacy concerns,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 42afc03d-6d32-4e63-92e9-d2e59ceb76e3 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks When the user is inside the user interface: An empirical study of ui security properties in augmented reality,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3ecf5787-5bec-4da9-9a79-da796a20e05f · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Explor- ing user reactions and mental models towards perceptual manipulation attacks in mixed reality,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4e59128d-26ea-405a-b19e-9999daa41eb4 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Going through the motions: AR/VR keylogging from user head motions,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1aa69c56-8676-4199-a2ff-7b46e1376359 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Walnut: Waging doubt on the integrity of mems ac- celerometers with acoustic injection attacks,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f1c6580a-dcff-4df7-81f2-4e403aa400b6 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Injected and delivered: Fabricating implicit control over actuation systems by spoofing inertial sensors,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b64631b5-4773-43c5-9305-9b2f811fab2d · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Controlling {UA Vs} with sensor input spoofing attacks,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 30908c97-f56d-4100-80c8-6bf68a67a04a · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Spoofing attack on ultrasonic distance sen- sors using a continuous signal,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 30fbe90f-ead5-4d1d-a971-d2f7a6dd68a4 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Rocking drones with intentional sound noise on gyroscopic sensors,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 03a039b2-344f-4cbf-aaea-e0c1a0a15f5a · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Illixr: An open testbed to enable extended reality sys- tems research,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 884ec158-17f0-41df-a0c4-ce2a29d9d2d2 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Orb-slam3: An accurate open-source library for visual, visual–inertial, and multimap slam,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 44f42d3f-37c5-4b73-8f74-27986041f930 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Intriguing properties of neural networks
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c444fa76-3cbf-4ca8-8e39-3870eb306951 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Towards evaluating the ro- bustness of neural networks,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c9d47ae7-f69f-464a-8707-0142e3896e39 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Robust physical-world attacks on deep learning visual classifi- cation,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 42b7c0f9-448e-4eb3-966c-8a2b701c01c4 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Phys- ical adversarial examples for object detectors,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 181093ac-ce41-4d4a-8362-7e3e47ee6d71 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Seeing isn’t believing: Towards more robust adversarial attack against real world object detectors,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a7072c22-1de2-4ca4-87a1-df129aabcec9 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Adversarial camera stickers: A physical camera-based attack on deep learning systems
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ca4baeae-7802-4c0f-8c1b-180004076933 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks {GhostImage}: Remote perception attacks against camera-based image classi- fication systems,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 35de9d87-91df-4bcc-ad76-a3a513b26f81 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Accessorize to a crime: Real and stealthy attacks on state-of-the-art face recognition,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b8db8dba-210c-4b73-b8ad-885e664b4c32 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Invisible Mask: Practical Attacks on Face Recognition with Infrared
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d7b46cdd-c842-4cc8-a234-91b22a223404 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Adversarial scan attack against scan matching algorithm for pose estima- tion in lidar-based slam,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2244a825-1931-4847-8b4b-bf904e15be38 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Perceptual aliasing++: Adversarial attack for vi- sual slam front-end and back-end,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 37ef6be1-433d-47b3-b2dd-678cf98ff0dd · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Adversary is on the road: Attacks on visual {SLAM} using unnotice- able adversarial patch,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d252e5fe-a04f-468a-b402-9303b49e4303 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks I can see the light: Attacks on autonomous vehicles using invisible lights,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8264053c-006e-4071-894b-0336a4d62423 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Sonic gun to smart devices: Your devices lose control under ultrasound/sound,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6ab6efab-8c27-4df8-9104-647966208417 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Poltergeist: Acoustic adversarial machine learning against cameras and computer vision,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a0e47b7a-ed4e-49b5-b332-af98af70910f · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks I know what you enter on gear vr,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 80d6c6e5-c7a8-47f8-817d-823395ab0c20 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Unique identification of 50,000+ virtual reality users from head & hand motion data,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation df22106c-3a85-4289-b0d5-399f88d9335e · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks It’s all in your head(set): Side channel attacks on aug- mented reality systems,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 290252e3-c564-4c89-bf07-149a9cbba8aa · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Arspy: Breaking location-based multi-player augmented reality applica- tion for user location tracking,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4e90c4e9-a158-427a-9482-530269a91a36 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Dangers behind charging vr devices: Hidden side channel attacks via charging cables,
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 994676ca-292f-4062-8358-7c0561afb606 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Vr-spy: A side- channel attack on virtual key-logging in vr headsets,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4f0effc7-6459-4469-94d7-0e7721a2a36a · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Remote Keylogging Attacks in Multi-user VR Applications
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 14430dfc-c5c3-4521-bfe7-502b391bc5f2 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks That doesn’t go there: Attacks on shared state in {Multi-User} augmented reality appli- cations,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 523d1ff9-428c-4072-b5f1-6a74a2316116 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Stealthy and practical multi-modal attacks on mixed reality tracking,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation fbb67408-68a6-45dd-9397-610d4dc2a051 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Gyrophone: Recognizing speech from gyroscope signals,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b5f9f56c-485c-42fa-ab9a-87cf41f60b7b · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Practi- cality of accelerometer side channels on smartphones,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d9be3f64-f3d3-4fc6-958a-cab71dd2b0b7 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Ac- cessory: password inference using accelerometers on smartphones,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8d28ef5a-721f-422c-b19a-f63b1282ab65 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Accelprint: Imperfections of accelerometers make smartphones trackable
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c78c8487-19b4-45fe-9776-ff8478e4a01b · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks (sp) iphone: Decoding vibrations from nearby keyboards us- ing mobile phone accelerometers,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c0f78cef-3888-43c5-8dc0-90cae3604eea · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Illixr: Enabling end-to-end extended reality research,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d6dfe3e3-bc7a-4f82-806e-1e3bc0a5600a · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Un-rocking drones: Foundations of acoustic injection attacks and recovery thereof
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 45004dc0-8506-4a0d-a344-b7f1ccf76a6c · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Apple vs. meta: A comparative study on spatial tracking in sota xr headsets,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 70700e89-f144-417a-9c64-a45ed9b96897 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks HoloLens 2 Research Mode as a Tool for Computer Vision Research
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fad8c16c-79ac-43fd-a882-c58a64c5c3c8 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks HoloLens 2 Sensor Streaming
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9bf5c7bf-5ab0-4e4b-824b-5f67de5e4425 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Openvins: A research platform for visual-inertial esti- mation,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a4b77711-a137-4cfb-8b46-cddea9e204dc · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks The euroc micro aerial vehicle datasets,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 73c717ef-f819-49d9-a4f0-7394e4cb3580 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Unity xr sdk,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d4ecd4ee-f255-4548-8c7f-c4c83b65bc45 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Mixed Reality Toolkit,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6bfbd65b-50a8-4b15-8907-b7bcbfdfc2e5 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks {AdCube}:{WebVR} ad fraud and practical confine- ment of {Third-Party} ads,
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1f537c84-b1d8-4b56-925f-a145a732dc1c · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Getting around hololens 2,
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 773f452d-7be3-4512-8c80-cd4936c37a46 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks AR Overlay: Training Image Pose Estimation on Curved Surface in a Synthetic Way
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 809efaf4-e09a-4c5f-b1f5-8fd9bfb33a97 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Lobstar: Lan- guage model-based obstruction detection for augmented reality,
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3b750f95-da12-47bc-99f7-2e282ca134e1 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Unresolved cited work
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c4b59b91-e287-41ff-99d6-c060980a57bb · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Unity manual - shaders,
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d06703d6-00d1-4427-822f-8a4b550b17d2 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Tie memories to e-souvenirs: Hybrid tangible ar souvenirs in the museum,
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2553f28e-26cc-4385-8da3-fc3e8ecf0dde · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Set up your boundary for meta quest,
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 026fdcb1-f4b5-44d7-93d2-629d58fd2c7f · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Learning to Explore using Active Neural SLAM
Reference 62
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bcbf57bf-4d57-4939-a191-76670c8396ad · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Neural SLAM: Learning to Explore with External Memory
Reference 63
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 89113c9b-ddc8-4c8a-8fec-6a0f3d71def5 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Loopy-slam: Dense neural slam with loop closures,
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 694d9c69-c7cb-4c9e-86e1-4e9aee500db3 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Adc-bank: Detecting acoustic out-of-band signal injection on inertial sensors,
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b40dc21e-1dac-4067-9318-81e3d456f054 · outbound
Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks Microsoft azure spatial anchors,
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
No inbound Pith citation observations are available.