Paper Citation Record · LEDGER

BRIDGE and TCH-Net: Heterogeneous Benchmark and Multi-Branch Baseline for Cross-Domain IoT Botnet Detection

As of 6 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2604.11324.

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

pith.paper-citation-record.v1
2604.11324 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T16:01:16.024240Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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

35 of 35 outbound references displayed

verified exact16
verified fuzzy10
unresolved1
parse uncertain0
malformed identifier7
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 88be1471-272a-424f-ad62-ee4dcd5e0ed2 · outbound

This paper cites Securing the Internet of Things: Chal- lenges, Threats and Solutions.

BRIDGE and TCH-Net: Heterogeneous Benchmark and Multi-Branch Baseline for Cross-Domain IoT Botnet Detection Securing the Internet of Things: Chal- lenges, Threats and Solutions

Reference 1

Resolution: verified exact; doi, observed 2026-05-10T16:05:34.096538Z

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 1e0334bb-9ad7-4c46-8eaa-fa70536243cd · outbound

This paper cites DDoS in the IoT: Mirai and Other Botnets.

BRIDGE and TCH-Net: Heterogeneous Benchmark and Multi-Branch Baseline for Cross-Domain IoT Botnet Detection DDoS in the IoT: Mirai and Other Botnets

Reference 2

Resolution: verified exact; doi, observed 2026-05-10T16:05:34.132367Z

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 4c5b2b90-a726-45df-90de-9f7438e78497 · outbound

This paper cites Understanding the Mi- rai Botnet.

BRIDGE and TCH-Net: Heterogeneous Benchmark and Multi-Branch Baseline for Cross-Domain IoT Botnet Detection Understanding the Mi- rai Botnet

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T17:20:01.159120Z

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Observation bb5bc95d-8d39-441f-a383-f41e669347d2 · outbound

This paper cites Measuring the changing cost of cybercrime.

BRIDGE and TCH-Net: Heterogeneous Benchmark and Multi-Branch Baseline for Cross-Domain IoT Botnet Detection Measuring the changing cost of cybercrime

Reference 4

Resolution: verified exact; doi, observed 2026-05-10T16:05:34.123280Z

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Observation 7f323fda-be95-409f-8c33-d1b7a17d03a3 · outbound

This paper cites Snort: Lightweight Intrusion Detec- tion for Networks.

BRIDGE and TCH-Net: Heterogeneous Benchmark and Multi-Branch Baseline for Cross-Domain IoT Botnet Detection Snort: Lightweight Intrusion Detec- tion for Networks

Reference 5

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Observation 9c074304-b9ec-45cc-a200-f56f3e10dd71 · outbound

This paper cites Outside the Closed World: On Using Machine Learning for Network Intrusion Detec- tion.

BRIDGE and TCH-Net: Heterogeneous Benchmark and Multi-Branch Baseline for Cross-Domain IoT Botnet Detection Outside the Closed World: On Using Machine Learning for Network Intrusion Detec- tion

Reference 6

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Observation 06f64902-161d-43ce-a4e3-9b6eb83f9941 · outbound

This paper cites An empirical comparison of botnet detection methods.

BRIDGE and TCH-Net: Heterogeneous Benchmark and Multi-Branch Baseline for Cross-Domain IoT Botnet Detection An empirical comparison of botnet detection methods

Reference 7

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Observation b1f3aaee-a0e6-4b66-9d95-6901b8f249cc · outbound

This paper cites Cluster Computing 6(3), 215–226 (Jul 2003), https://doi.org/10.1023/A: 1023588520138.

BRIDGE and TCH-Net: Heterogeneous Benchmark and Multi-Branch Baseline for Cross-Domain IoT Botnet Detection Cluster Computing 6(3), 215–226 (Jul 2003), https://doi.org/10.1023/A: 1023588520138

Reference 8

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Source-reported events for the cited work

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Observation 7c7e3074-440e-4b50-87b3-ef84c851f2f5 · outbound

This paper cites Why Should I Trust You?.

BRIDGE and TCH-Net: Heterogeneous Benchmark and Multi-Branch Baseline for Cross-Domain IoT Botnet Detection Why Should I Trust You?

Reference 9

Resolution: malformed identifier; arxiv_id, observed 2026-05-11T09:26:01.894861Z

Source-reported events for the cited work

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Observation fd3abd1c-b03f-417d-b1bd-98c3e21ee01c · outbound

This paper cites Principal Component Analysis, 2nd ed.

BRIDGE and TCH-Net: Heterogeneous Benchmark and Multi-Branch Baseline for Cross-Domain IoT Botnet Detection Principal Component Analysis, 2nd ed

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T17:20:01.186603Z

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 f09adbd8-7792-41d8-a279-902cb6d486b1 · outbound

This paper cites Long short -term memory.

BRIDGE and TCH-Net: Heterogeneous Benchmark and Multi-Branch Baseline for Cross-Domain IoT Botnet Detection Long short -term memory

Reference 11

Resolution: verified exact; doi, observed 2026-05-10T16:05:34.119386Z

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 a009bfa4-737d-40b9-84a6-17547c9b3e71 · outbound

This paper cites Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation.

BRIDGE and TCH-Net: Heterogeneous Benchmark and Multi-Branch Baseline for Cross-Domain IoT Botnet Detection Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T17:20:01.180834Z

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 ae438472-7a09-4fb6-85d8-9bd6d3d84da7 · outbound

This paper cites Gradient-based learning applied to document recognition.

BRIDGE and TCH-Net: Heterogeneous Benchmark and Multi-Branch Baseline for Cross-Domain IoT Botnet Detection Gradient-based learning applied to document recognition

Reference 13

Resolution: verified exact; doi, observed 2026-05-10T16:05:34.128493Z

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 565a7aa6-7c97-4bf0-ae12-2b8fc610dd1d · outbound

This paper cites Atten- tion Is All You Need.

BRIDGE and TCH-Net: Heterogeneous Benchmark and Multi-Branch Baseline for Cross-Domain IoT Botnet Detection Atten- tion Is All You Need

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T17:20:01.183757Z

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 707134b4-ddcb-4b11-aed8-10e1593cb8c4 · outbound

This paper cites (2017) Focal loss for dense object detection.

BRIDGE and TCH-Net: Heterogeneous Benchmark and Multi-Branch Baseline for Cross-Domain IoT Botnet Detection (2017) Focal loss for dense object detection

Reference 15

Resolution: verified exact; doi, observed 2026-05-10T16:05:34.098685Z

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 db8f9339-6c3b-4f58-bc57-0a4da3a5a653 · outbound

This paper cites Decoupled Weight De- cay Regularization.

BRIDGE and TCH-Net: Heterogeneous Benchmark and Multi-Branch Baseline for Cross-Domain IoT Botnet Detection Decoupled Weight De- cay Regularization

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T17:20:01.189347Z

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 314260e1-1b89-4e09-9291-acb769d877f2 · outbound

This paper cites A bidirectional LSTM deep learning approach for intrusion detection.

BRIDGE and TCH-Net: Heterogeneous Benchmark and Multi-Branch Baseline for Cross-Domain IoT Botnet Detection A bidirectional LSTM deep learning approach for intrusion detection

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-10T16:05:34.101798Z

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 0042467d-5a6f-40bd-adb4-d9dfcd0c9c29 · outbound

This paper cites IEEE Internet of Things Journal11(5), 7374–7398 (2024) https://doi.org/10.1109/JIOT.

BRIDGE and TCH-Net: Heterogeneous Benchmark and Multi-Branch Baseline for Cross-Domain IoT Botnet Detection IEEE Internet of Things Journal11(5), 7374–7398 (2024) https://doi.org/10.1109/JIOT

Reference 18

Resolution: malformed identifier; doi_truncated, observed 2026-05-10T16:05:34.105959Z

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 bbb00256-8ef0-4977-875e-88b8524e1e90 · outbound

This paper cites N-BaIoT—Network-Based Detection of IoT Botnet Attacks Using Deep Autoencoders.

BRIDGE and TCH-Net: Heterogeneous Benchmark and Multi-Branch Baseline for Cross-Domain IoT Botnet Detection N-BaIoT—Network-Based Detection of IoT Botnet Attacks Using Deep Autoencoders

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-10T16:05:34.114322Z

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 635e82ca-a96d-408c-9e9a-97ae1a4f6cb1 · outbound

This paper cites Kitsune: An Ensemble of Autoencoders for Online Net- work Intrusion Detection.

BRIDGE and TCH-Net: Heterogeneous Benchmark and Multi-Branch Baseline for Cross-Domain IoT Botnet Detection Kitsune: An Ensemble of Autoencoders for Online Net- work Intrusion Detection

Reference 20

Resolution: malformed identifier; arxiv_id, observed 2026-05-11T09:26:01.874704Z

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 ebcd49b5-d0b5-497f-bbd1-9991b61ccb8f · outbound

This paper cites DeepDefense: Identifying DDoS Attack via Deep Learning, pp.

BRIDGE and TCH-Net: Heterogeneous Benchmark and Multi-Branch Baseline for Cross-Domain IoT Botnet Detection DeepDefense: Identifying DDoS Attack via Deep Learning, pp

Reference 21

Resolution: verified exact; doi, observed 2026-05-10T16:05:34.130470Z

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 d61697e3-32cf-4447-b624-28803a740ea0 · outbound

This paper cites Distributed attack detec- tion scheme using deep learning approach for Internet of Things.

BRIDGE and TCH-Net: Heterogeneous Benchmark and Multi-Branch Baseline for Cross-Domain IoT Botnet Detection Distributed attack detec- tion scheme using deep learning approach for Internet of Things

Reference 22

Resolution: verified exact; doi, observed 2026-05-10T16:05:34.109688Z

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 17fdbb84-cfc5-492c-9a84-71afb7eaeb8d · outbound

This paper cites Inductive Representation Learning on Large Graphs.

BRIDGE and TCH-Net: Heterogeneous Benchmark and Multi-Branch Baseline for Cross-Domain IoT Botnet Detection Inductive Representation Learning on Large Graphs

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:26:01.887521Z

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 2683fe59-c6a6-43ce-8f92-90e76f77c33b · outbound

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BRIDGE and TCH-Net: Heterogeneous Benchmark and Multi-Branch Baseline for Cross-Domain IoT Botnet Detection Unresolved cited work

Reference 24

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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 6a4bba1a-207c-468d-944e-6e11657d4776 · outbound

This paper cites In: Pro- ceedings of the 4th International Conference on In- formation Systems Security and Privacy (ICISSP), Funchal, Portugal, pp.

BRIDGE and TCH-Net: Heterogeneous Benchmark and Multi-Branch Baseline for Cross-Domain IoT Botnet Detection In: Pro- ceedings of the 4th International Conference on In- formation Systems Security and Privacy (ICISSP), Funchal, Portugal, pp

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T17:20:01.194894Z

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 6c25027f-3bc7-4b62-8f8d-f7e726b82d7c · outbound

This paper cites CICIoT2023: A Real-Time Dataset and Benchmark for Large-Scale Attacks in IoT Environment.

BRIDGE and TCH-Net: Heterogeneous Benchmark and Multi-Branch Baseline for Cross-Domain IoT Botnet Detection CICIoT2023: A Real-Time Dataset and Benchmark for Large-Scale Attacks in IoT Environment

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T17:20:01.171840Z

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 dbd4f999-9d8c-4c75-801d-63c757cd880c · outbound

This paper cites Towards the Development of Realistic Botnet Dataset in the Internet of Things for Network Forensic Analytics: Bot-IoT Dataset.

BRIDGE and TCH-Net: Heterogeneous Benchmark and Multi-Branch Baseline for Cross-Domain IoT Botnet Detection Towards the Development of Realistic Botnet Dataset in the Internet of Things for Network Forensic Analytics: Bot-IoT Dataset

Reference 27

Resolution: verified exact; doi, observed 2026-05-10T16:05:34.121537Z

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 5a0b3bf3-3b3b-4c99-b7bf-fab8e4dc59af · outbound

This paper cites Edge-IIoTset: A New Comprehensive Real- istic Cyber Security Dataset of IoT and IIoT Applications for Centralized and Federated Learning.

BRIDGE and TCH-Net: Heterogeneous Benchmark and Multi-Branch Baseline for Cross-Domain IoT Botnet Detection Edge-IIoTset: A New Comprehensive Real- istic Cyber Security Dataset of IoT and IIoT Applications for Centralized and Federated Learning

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-10T16:05:34.117032Z

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 957e13e2-713d-4185-9f10-3b6532457ca2 · outbound

This paper cites Characterization of Tor Traffic using Time based Features.

BRIDGE and TCH-Net: Heterogeneous Benchmark and Multi-Branch Baseline for Cross-Domain IoT Botnet Detection Characterization of Tor Traffic using Time based Features

Reference 29

Resolution: verified exact; doi, observed 2026-05-10T16:05:34.103685Z

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 6d3038d9-aabe-49ab-b326-d40ee6f2aa10 · outbound

This paper cites In IEEE Security and Privacy Workshops, SP Workshops 2021, San Francisco, CA, USA, May 27.

BRIDGE and TCH-Net: Heterogeneous Benchmark and Multi-Branch Baseline for Cross-Domain IoT Botnet Detection In IEEE Security and Privacy Workshops, SP Workshops 2021, San Francisco, CA, USA, May 27

Reference 30

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T16:05:34.126029Z

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 21e0bc21-1673-4f52-9610-1c3749163cbc · outbound

This paper cites A Survey of Network-based Intrusion Detection Data Sets.

BRIDGE and TCH-Net: Heterogeneous Benchmark and Multi-Branch Baseline for Cross-Domain IoT Botnet Detection A Survey of Network-based Intrusion Detection Data Sets

Reference 31

Resolution: verified exact; doi, observed 2026-05-10T16:05:34.111593Z

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 c50d9457-966b-459f-915c-2a1ec810ea70 · outbound

This paper cites Individual Comparisons by Rank- ing Methods.

BRIDGE and TCH-Net: Heterogeneous Benchmark and Multi-Branch Baseline for Cross-Domain IoT Botnet Detection Individual Comparisons by Rank- ing Methods

Reference 32

Resolution: malformed identifier; raw_fallback, observed 2026-05-17T17:20:01.177509Z

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 0157296a-dea5-4bf3-9699-966c39897fd8 · outbound

This paper cites The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation.

BRIDGE and TCH-Net: Heterogeneous Benchmark and Multi-Branch Baseline for Cross-Domain IoT Botnet Detection The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation

Reference 33

Resolution: malformed identifier; raw_fallback, observed 2026-05-17T17:20:01.168858Z

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 e0989166-5d0e-484c-b965-4205d25236e5 · outbound

This paper cites Domain-Adversarial Training of Neural Net- works.

BRIDGE and TCH-Net: Heterogeneous Benchmark and Multi-Branch Baseline for Cross-Domain IoT Botnet Detection Domain-Adversarial Training of Neural Net- works

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T17:20:01.174802Z

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 70af0655-2f05-48c0-aed7-70c3d442a688 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

BRIDGE and TCH-Net: Heterogeneous Benchmark and Multi-Branch Baseline for Cross-Domain IoT Botnet Detection Distilling the Knowledge in a Neural Network

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-05-11T09:26:01.869373Z

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.

Pith citing papers

No inbound Pith citation observations are available.