Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-10T09:00:25.043510Z
Paper Citation Record · LEDGER
DEMUX: Boundary-Aware Multi-Scale Traffic Demixing for Multi-Tab Website Fingerprinting
As of 7 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2604.15677.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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
Reference resolution
37 of 37 outbound references displayed
- verified exact5
- verified fuzzy32
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation d1011976-cc07-48b8-b110-524744d8baf5 · outbound
This paper cites Tor: The second- generation onion router.
DEMUX: Boundary-Aware Multi-Scale Traffic Demixing for Multi-Tab Website Fingerprinting Tor: The second- generation onion router
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T18:23:53.093626Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9f0096ff-106d-42bd-8b99-80508554a869 · outbound
This paper cites Seeing traffic paths: Encrypted traffic classification with path signature features.
DEMUX: Boundary-Aware Multi-Scale Traffic Demixing for Multi-Tab Website Fingerprinting Seeing traffic paths: Encrypted traffic classification with path signature features
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T18:23:53.096049Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f73148ff-2340-46f0-a2ec-98b020824451 · outbound
This paper cites Website finger- printing in onion routing based anonymization networks.
DEMUX: Boundary-Aware Multi-Scale Traffic Demixing for Multi-Tab Website Fingerprinting Website finger- printing in onion routing based anonymization networks
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T18:23:53.090655Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3083e2d8-a122-482d-8032-191842520dd5 · outbound
This paper cites k-fingerprinting: A robust scalable web- site fingerprinting technique.
DEMUX: Boundary-Aware Multi-Scale Traffic Demixing for Multi-Tab Website Fingerprinting k-fingerprinting: A robust scalable web- site fingerprinting technique
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T18:23:53.080376Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6181ddd5-e2fa-44bb-bfaf-bb8df523c757 · outbound
This paper cites Website fingerprinting at internet scale.
DEMUX: Boundary-Aware Multi-Scale Traffic Demixing for Multi-Tab Website Fingerprinting Website fingerprinting at internet scale
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T18:23:53.084959Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e3031d91-0462-4d91-bc6a-47ea8fcaf426 · outbound
This paper cites p-fp: Extraction, classification, and prediction of website fingerprints with deep learning.
DEMUX: Boundary-Aware Multi-Scale Traffic Demixing for Multi-Tab Website Fingerprinting p-fp: Extraction, classification, and prediction of website fingerprints with deep learning
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T18:23:53.077877Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8289c2e4-4095-4afb-8339-9d6ca7c4a22d · outbound
This paper cites Trafficsliver: Fighting website fingerprinting attacks with traffic splitting.
DEMUX: Boundary-Aware Multi-Scale Traffic Demixing for Multi-Tab Website Fingerprinting Trafficsliver: Fighting website fingerprinting attacks with traffic splitting
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T18:23:53.072429Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 326e7d6d-55a1-4dec-a16c-1c7e1e44b357 · outbound
This paper cites Deep fingerprinting: Undermining website fingerprinting defenses with deep learning.
DEMUX: Boundary-Aware Multi-Scale Traffic Demixing for Multi-Tab Website Fingerprinting Deep fingerprinting: Undermining website fingerprinting defenses with deep learning
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T18:23:53.075265Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d03a88c7-3bbf-4446-967f-2578bdddce54 · outbound
This paper cites Automated website fingerprinting through deep learning.
DEMUX: Boundary-Aware Multi-Scale Traffic Demixing for Multi-Tab Website Fingerprinting Automated website fingerprinting through deep learning
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T18:23:53.082661Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e3e86abc-00ea-4990-b998-70c581d9df41 · outbound
This paper cites Var-CNN: A Data-Efficient Website Fingerprinting Attack Based on Deep Learning.
DEMUX: Boundary-Aware Multi-Scale Traffic Demixing for Multi-Tab Website Fingerprinting Var-CNN: A Data-Efficient Website Fingerprinting Attack Based on Deep Learning
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T09:03:25.294993Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 979eec6f-357f-49fd-a4a8-0a60aa660f4f · outbound
This paper cites More realistic website fingerprinting using deep learning.
DEMUX: Boundary-Aware Multi-Scale Traffic Demixing for Multi-Tab Website Fingerprinting More realistic website fingerprinting using deep learning
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T18:23:53.087890Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ace7cc42-ec24-42d0-98a5-025226976ae3 · outbound
This paper cites Snwf: Website fingerprinting attack by ensembling the snapshot of deep learning.
DEMUX: Boundary-Aware Multi-Scale Traffic Demixing for Multi-Tab Website Fingerprinting Snwf: Website fingerprinting attack by ensembling the snapshot of deep learning
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T18:23:53.098819Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2b18eccd-dd29-4b88-88cc-731ca2d99c13 · outbound
This paper cites Towards an efficient defense against deep learning based website fingerprinting.
DEMUX: Boundary-Aware Multi-Scale Traffic Demixing for Multi-Tab Website Fingerprinting Towards an efficient defense against deep learning based website fingerprinting
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T18:23:53.118239Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f27ee9fa-196c-4ac4-a643-a32073d66616 · outbound
This paper cites Toward an effective few-shot website fingerprinting attack with quadruplet networks and deep local fingerprinting features.
DEMUX: Boundary-Aware Multi-Scale Traffic Demixing for Multi-Tab Website Fingerprinting Toward an effective few-shot website fingerprinting attack with quadruplet networks and deep local fingerprinting features
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T18:23:53.070458Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e5c63ea7-9bb8-418a-ae65-0a12895d9654 · outbound
This paper cites Cross-environmental website fingerprinting.
DEMUX: Boundary-Aware Multi-Scale Traffic Demixing for Multi-Tab Website Fingerprinting Cross-environmental website fingerprinting
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T18:23:53.054169Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4f7a49a9-f998-4e5d-b9f9-2bfd6a6cecdc · outbound
This paper cites Bapm: block attention profiling model for multi-tab website fingerprinting attacks on tor.
DEMUX: Boundary-Aware Multi-Scale Traffic Demixing for Multi-Tab Website Fingerprinting Bapm: block attention profiling model for multi-tab website fingerprinting attacks on tor
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T18:23:53.068604Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bfbb1772-a8c5-48ce-81bd-4e3bec43e52b · outbound
This paper cites Robust multi-tab website fingerprinting attacks in the wild.
DEMUX: Boundary-Aware Multi-Scale Traffic Demixing for Multi-Tab Website Fingerprinting Robust multi-tab website fingerprinting attacks in the wild
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T18:23:53.064643Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9e8d64f3-9d3d-4cb3-a221-26273997e26b · outbound
This paper cites Transformer-based model for multi- tab website fingerprinting attack.
DEMUX: Boundary-Aware Multi-Scale Traffic Demixing for Multi-Tab Website Fingerprinting Transformer-based model for multi- tab website fingerprinting attack
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T18:23:53.047655Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9762646c-9753-4ef8-843f-eb9907ccd41f · outbound
This paper cites Towards Robust Multi-tab Website Fingerprinting.
DEMUX: Boundary-Aware Multi-Scale Traffic Demixing for Multi-Tab Website Fingerprinting Towards Robust Multi-tab Website Fingerprinting
Reference 19
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T09:03:25.299120Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 62733071-c76d-4323-b08e-6d48931ae876 · outbound
This paper cites Effective attacks and provable defenses for website fingerprinting.
DEMUX: Boundary-Aware Multi-Scale Traffic Demixing for Multi-Tab Website Fingerprinting Effective attacks and provable defenses for website fingerprinting
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T18:23:53.049903Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 67639147-a51d-425a-8c04-ad626f3099a5 · outbound
This paper cites Toward an Efficient Website Fingerprinting Defense.
DEMUX: Boundary-Aware Multi-Scale Traffic Demixing for Multi-Tab Website Fingerprinting Toward an Efficient Website Fingerprinting Defense
Reference 21
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T21:08:22.992717Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 975ac285-fb16-4a4d-9624-c4f481d41c53 · outbound
This paper cites Tik-Tok: The Utility of Packet Timing in Website Fingerprinting Attacks.
DEMUX: Boundary-Aware Multi-Scale Traffic Demixing for Multi-Tab Website Fingerprinting Tik-Tok: The Utility of Packet Timing in Website Fingerprinting Attacks
Reference 22
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T09:03:25.290691Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fb37e976-68fe-43d4-872e-10d054636ecb · outbound
This paper cites Triplet fingerprinting: More practical and portable website fingerprinting with n-shot learning.
DEMUX: Boundary-Aware Multi-Scale Traffic Demixing for Multi-Tab Website Fingerprinting Triplet fingerprinting: More practical and portable website fingerprinting with n-shot learning
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T18:23:53.045088Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d1c6dd61-2af1-4a0f-a68b-c28d9a49f0f7 · outbound
This paper cites Online website fingerprinting: Evaluating website fingerprinting attacks on tor in the real world.
DEMUX: Boundary-Aware Multi-Scale Traffic Demixing for Multi-Tab Website Fingerprinting Online website fingerprinting: Evaluating website fingerprinting attacks on tor in the real world
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T18:23:53.051866Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 20c10ab0-2d6a-48c9-b1bd-6138a8b45c0a · outbound
This paper cites Realistic website fingerprinting by augmenting network traces.
DEMUX: Boundary-Aware Multi-Scale Traffic Demixing for Multi-Tab Website Fingerprinting Realistic website fingerprinting by augmenting network traces
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T18:23:53.057979Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9c6ecd42-92ed-4b05-8610-8a058e90aa54 · outbound
This paper cites Subverting website fingerprinting defenses with robust traffic representation.
DEMUX: Boundary-Aware Multi-Scale Traffic Demixing for Multi-Tab Website Fingerprinting Subverting website fingerprinting defenses with robust traffic representation
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T18:23:53.059919Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 901b726f-36bf-42e9-a364-08f0d21cf56c · outbound
This paper cites Laserbeak: Evolving website fingerprinting attacks with attention and multi-channel feature representation.
DEMUX: Boundary-Aware Multi-Scale Traffic Demixing for Multi-Tab Website Fingerprinting Laserbeak: Evolving website fingerprinting attacks with attention and multi-channel feature representation
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T18:23:53.042854Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0fef5ae5-5406-40b0-a021-235e219358be · outbound
This paper cites A multi- tab website fingerprinting attack.
DEMUX: Boundary-Aware Multi-Scale Traffic Demixing for Multi-Tab Website Fingerprinting A multi- tab website fingerprinting attack
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T18:23:53.061769Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c311df8e-2a3e-4420-9614-7699d814ba4c · outbound
This paper cites Zero-delay lightweight defenses against website fingerprinting.
DEMUX: Boundary-Aware Multi-Scale Traffic Demixing for Multi-Tab Website Fingerprinting Zero-delay lightweight defenses against website fingerprinting
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T18:23:53.066648Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ecc8083e-ecca-440e-939d-dc002ce962b3 · outbound
This paper cites Attention is all you need.
DEMUX: Boundary-Aware Multi-Scale Traffic Demixing for Multi-Tab Website Fingerprinting Attention is all you need
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T18:23:53.115455Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f41d94a7-6076-4805-b765-de714e375811 · outbound
This paper cites Roformer: En- hanced transformer with rotary position embedding.
DEMUX: Boundary-Aware Multi-Scale Traffic Demixing for Multi-Tab Website Fingerprinting Roformer: En- hanced transformer with rotary position embedding
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T18:23:53.121513Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e96f0e36-98cc-441c-8c4b-dc9d77f73639 · outbound
This paper cites Deep residual learning for image recognition.
DEMUX: Boundary-Aware Multi-Scale Traffic Demixing for Multi-Tab Website Fingerprinting Deep residual learning for image recognition
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T18:23:53.112650Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6c268e7b-ef43-46a7-8f95-d4872fbd05dc · outbound
This paper cites Batch normalization: Accelerating deep network training by reducing internal covariate shift.
DEMUX: Boundary-Aware Multi-Scale Traffic Demixing for Multi-Tab Website Fingerprinting Batch normalization: Accelerating deep network training by reducing internal covariate shift
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T18:23:53.109890Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2275a2bf-0ce1-44a2-b077-ec8c9ec3734b · outbound
This paper cites Layer Normalization.
DEMUX: Boundary-Aware Multi-Scale Traffic Demixing for Multi-Tab Website Fingerprinting Layer Normalization
Reference 34
- Resolution
- verified exact
- local_arxiv, observed 2026-05-10T09:03:25.282398Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ade38686-3389-4d00-a568-1f23acb26531 · outbound
This paper cites Auc: a statistically consistent and more discriminating measure than accuracy.
DEMUX: Boundary-Aware Multi-Scale Traffic Demixing for Multi-Tab Website Fingerprinting Auc: a statistically consistent and more discriminating measure than accuracy
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T18:23:53.107025Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 178d4bf9-f52e-4cc0-bf31-b393673bb4df · outbound
This paper cites Robust and reliable early-stage web- site fingerprinting attacks via spatial-temporal distribution analysis.
DEMUX: Boundary-Aware Multi-Scale Traffic Demixing for Multi-Tab Website Fingerprinting Robust and reliable early-stage web- site fingerprinting attacks via spatial-temporal distribution analysis
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T18:23:53.101524Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 45274119-f93a-4ebd-a91a-351810386d2e · outbound
This paper cites Decoupled weight decay regularization.
DEMUX: Boundary-Aware Multi-Scale Traffic Demixing for Multi-Tab Website Fingerprinting Decoupled weight decay regularization
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T18:23:53.104403Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Pith citing papers
No inbound Pith citation observations are available.