Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-28T04:25:27.524541Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2606.04517.
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 2026-06-28T04:25:27.524541Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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
35 of 35 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 5adc616e-e7c4-4f7b-9da9-a30735812bd5 · outbound
Treat Traffic Like Trees: A Semantic-Preserving Hierarchical Graph-Based Expert Framework for Encrypted Traffic Analysis A survey on encrypted network traffic analysis applications, techniques, and countermeasures,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c38ab2cd-97c5-4c6c-8a77-6a04c9c1eff0 · outbound
Treat Traffic Like Trees: A Semantic-Preserving Hierarchical Graph-Based Expert Framework for Encrypted Traffic Analysis A comprehensive symbolic analysis of tls 1.3,
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe34d28d-fd29-4d5e-90cb-2a73bbe90e68 · outbound
Treat Traffic Like Trees: A Semantic-Preserving Hierarchical Graph-Based Expert Framework for Encrypted Traffic Analysis A symbolic analysis of privacy for tls 1.3 with encrypted client hello,
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e563e831-88f6-44e2-9fea-3ad68b347c8d · outbound
Treat Traffic Like Trees: A Semantic-Preserving Hierarchical Graph-Based Expert Framework for Encrypted Traffic Analysis The Transport Layer Security (TLS) Protocol Version 1.3,
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf0a1132-cc3d-4ec8-8fa9-1031b28bbd63 · outbound
Treat Traffic Like Trees: A Semantic-Preserving Hierarchical Graph-Based Expert Framework for Encrypted Traffic Analysis Gspb: a global-statistic and packet-byte fusion framework for encrypted traffic classification,
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c9ec97d2-a117-4c30-a191-dfc258bba6ed · outbound
Treat Traffic Like Trees: A Semantic-Preserving Hierarchical Graph-Based Expert Framework for Encrypted Traffic Analysis Attention-guided multi-view feature fusion for proxy traffic classification,
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 22b95e9c-a325-43c6-997e-790b723fbd4b · outbound
Treat Traffic Like Trees: A Semantic-Preserving Hierarchical Graph-Based Expert Framework for Encrypted Traffic Analysis Graph attention networks,
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4c6ca564-7f3d-46a5-9ff2-d614dfc2f0f4 · outbound
Treat Traffic Like Trees: A Semantic-Preserving Hierarchical Graph-Based Expert Framework for Encrypted Traffic Analysis Accurate compressed traffic detection via traffic analysis using graph convolutional network based on graph structure feature,
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 984f4ce3-8898-4590-b36f-d7f34348e6f1 · outbound
Treat Traffic Like Trees: A Semantic-Preserving Hierarchical Graph-Based Expert Framework for Encrypted Traffic Analysis Adding information to the dissection tree,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation abc22946-f96b-47c0-8571-9a1a0c06ba9a · outbound
Treat Traffic Like Trees: A Semantic-Preserving Hierarchical Graph-Based Expert Framework for Encrypted Traffic Analysis A survey on mixture of experts in large language models,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 500b2294-f909-4dfc-aaf6-c75e3e04a593 · outbound
Treat Traffic Like Trees: A Semantic-Preserving Hierarchical Graph-Based Expert Framework for Encrypted Traffic Analysis Kitsune: An ensemble of autoencoders for online network intrusion detection,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f7da80df-2d03-4747-ba89-12b6517b294f · outbound
Treat Traffic Like Trees: A Semantic-Preserving Hierarchical Graph-Based Expert Framework for Encrypted Traffic Analysis Unresolved cited work
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71683b02-bc8d-4137-81bb-74bd1156ca33 · outbound
Treat Traffic Like Trees: A Semantic-Preserving Hierarchical Graph-Based Expert Framework for Encrypted Traffic Analysis Fs-net: A flow sequence network for encrypted traffic classification,
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 24ec1d3b-e380-4c62-ac5c-d4f464357e8b · outbound
Treat Traffic Like Trees: A Semantic-Preserving Hierarchical Graph-Based Expert Framework for Encrypted Traffic Analysis Et-bert: A contextualized datagram representation with pre-training transformers for encrypted traffic classification,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9bf0d0ee-776e-4289-a6a6-5694ebfdf333 · outbound
Treat Traffic Like Trees: A Semantic-Preserving Hierarchical Graph-Based Expert Framework for Encrypted Traffic Analysis Yet another traffic classifier: A masked autoencoder based traffic transformer with multi-level flow representation,
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b8fd1bd-6180-4dc7-b91c-1c588053e44f · outbound
Treat Traffic Like Trees: A Semantic-Preserving Hierarchical Graph-Based Expert Framework for Encrypted Traffic Analysis Trafficformer: an efficient pre-trained model for traffic data,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d664fde2-8371-465f-be7b-a7a0624d6d61 · outbound
Treat Traffic Like Trees: A Semantic-Preserving Hierarchical Graph-Based Expert Framework for Encrypted Traffic Analysis Realistic website fingerprinting by augmenting network traces,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8a32e339-49ef-43a5-b32f-284610aef3ad · outbound
Treat Traffic Like Trees: A Semantic-Preserving Hierarchical Graph-Based Expert Framework for Encrypted Traffic Analysis Detecting tunneled flooding traffic via deep semantic analysis of packet length patterns,
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dba80bea-a428-4325-b4ae-7be88c9f227c · outbound
Treat Traffic Like Trees: A Semantic-Preserving Hierarchical Graph-Based Expert Framework for Encrypted Traffic Analysis You do (not) belong here: detecting dpi evasion attacks with context learning,
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6e9817ec-c728-4a66-80fa-4a3fa552dfce · outbound
Treat Traffic Like Trees: A Semantic-Preserving Hierarchical Graph-Based Expert Framework for Encrypted Traffic Analysis Tantra: Timing-based adversarial network traffic reshaping attack,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b8ce2751-e346-4755-848d-e566784342c3 · outbound
Treat Traffic Like Trees: A Semantic-Preserving Hierarchical Graph-Based Expert Framework for Encrypted Traffic Analysis Rbljan: Robust byte-label joint attention network for network traffic classification,
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1ab8282b-4ec4-4f2a-8ac5-868693f9dee8 · outbound
Treat Traffic Like Trees: A Semantic-Preserving Hierarchical Graph-Based Expert Framework for Encrypted Traffic Analysis Dgnn: Accurate darknet application classification adopting attention graph neural network,
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f2829323-aa3e-411c-9530-301b492e3362 · outbound
Treat Traffic Like Trees: A Semantic-Preserving Hierarchical Graph-Based Expert Framework for Encrypted Traffic Analysis Flow-based encrypted network traffic classification with graph neural networks,
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a601045-9274-4739-a46f-241ecbe15327 · outbound
Treat Traffic Like Trees: A Semantic-Preserving Hierarchical Graph-Based Expert Framework for Encrypted Traffic Analysis Dual-channel interactive graph transformer for traffic classification with message-aware flow JOURNAL OF LATEX CLASS FILES, VOL. 14, NO. 8, AUGUST 2021 13 representation,
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3b2ce85-2313-4966-97c1-b2c5a9ecc103 · outbound
Treat Traffic Like Trees: A Semantic-Preserving Hierarchical Graph-Based Expert Framework for Encrypted Traffic Analysis Kimi K2: Open Agentic Intelligence
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 44ddd250-24f9-44ff-a947-f9e864b73f39 · outbound
Treat Traffic Like Trees: A Semantic-Preserving Hierarchical Graph-Based Expert Framework for Encrypted Traffic Analysis Scaling vision with sparse mixture of experts,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 141466a4-7172-459c-869a-497992832f3f · outbound
Treat Traffic Like Trees: A Semantic-Preserving Hierarchical Graph-Based Expert Framework for Encrypted Traffic Analysis MiMo: Unlocking the Reasoning Potential of Language Model -- From Pretraining to Posttraining
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 489cc917-79c6-4554-a753-b5fad982540b · outbound
Treat Traffic Like Trees: A Semantic-Preserving Hierarchical Graph-Based Expert Framework for Encrypted Traffic Analysis Qwen3-VL Technical Report
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3076f3ab-520a-42af-b747-6bdd6dcc6554 · outbound
Treat Traffic Like Trees: A Semantic-Preserving Hierarchical Graph-Based Expert Framework for Encrypted Traffic Analysis Switch transformers: Scaling to trillion parameter models with simple and efficient sparsity,
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 13a799c5-4476-487b-91be-02bd247ab312 · outbound
Treat Traffic Like Trees: A Semantic-Preserving Hierarchical Graph-Based Expert Framework for Encrypted Traffic Analysis Time-moe: Billion-scale time series foundation models with mixture of experts,
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5499d29d-3da4-4815-8c0d-4d359305d2bc · outbound
Treat Traffic Like Trees: A Semantic-Preserving Hierarchical Graph-Based Expert Framework for Encrypted Traffic Analysis Moirai-moe: Empowering time series foundation models with sparse mixture of experts,
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 479b9da5-f860-448d-9fe0-64079023299f · outbound
Treat Traffic Like Trees: A Semantic-Preserving Hierarchical Graph-Based Expert Framework for Encrypted Traffic Analysis Cl-vime: Contrastive learning and vision mixture of experts for encrypted traffic classifica- tion,
Reference 33
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Unavailable: canonical work link unavailable.
Observation e262056c-627d-4a81-b1cc-a32041796026 · outbound
Treat Traffic Like Trees: A Semantic-Preserving Hierarchical Graph-Based Expert Framework for Encrypted Traffic Analysis Sok: Decoding the enigma of encrypted network traffic classifiers,
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation da94d654-0447-4cfa-9610-aa2874dd75f7 · outbound
Treat Traffic Like Trees: A Semantic-Preserving Hierarchical Graph-Based Expert Framework for Encrypted Traffic Analysis The sweet danger of sugar: Debunking representation learning for encrypted traffic classification,
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d12ddd79-9847-411e-8518-38249ef201ef · outbound
Treat Traffic Like Trees: A Semantic-Preserving Hierarchical Graph-Based Expert Framework for Encrypted Traffic Analysis Accelerating distributed dlrm training with optimized tt decomposition and micro- batching,
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.