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Paper Citation Record · LEDGER

A Taxonomy of Attacks and Defenses in Split Learning

As of 21 August 2026, this Paper Citation Record lists 96 of 96 outbound references and 1 inbound Pith citation observation for arXiv:2505.05872.

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

pith.paper-citation-record.v1
2505.05872 v1

Coverage vector

measured 96 of 96 reference resolution

Typed states for the displayed outbound observations.

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measured 97 of 97 standing notices

One-hop event checks from named stored sources.

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measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-08T02:46:34.459345Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-11T22:26:13.874676Z

Reference resolution

96 of 96 outbound references displayed

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External citation measurements

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Outbound references

Observation d17768b9-4229-4732-8d32-76f1163c10b4 · outbound

This paper cites Abuadbba, K.

A Taxonomy of Attacks and Defenses in Split Learning Abuadbba, K

Reference 1

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This paper cites Online Bandit Learning against an Adaptive Adversary: from Regret to Policy Regret.

A Taxonomy of Attacks and Defenses in Split Learning Online Bandit Learning against an Adaptive Adversary: from Regret to Policy Regret

Reference 2

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This paper cites Aumann and Y.

A Taxonomy of Attacks and Defenses in Split Learning Aumann and Y

Reference 3

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A Taxonomy of Attacks and Defenses in Split Learning Unresolved cited work

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This paper cites Boyle, N.

A Taxonomy of Attacks and Defenses in Split Learning Boyle, N

Reference 5

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This paper cites Carlini, S.

A Taxonomy of Attacks and Defenses in Split Learning Carlini, S

Reference 6

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A Taxonomy of Attacks and Defenses in Split Learning Unresolved cited work

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This paper cites Debenedetti, G.

A Taxonomy of Attacks and Defenses in Split Learning Debenedetti, G

Reference 8

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This paper cites Erdo ˘gan, A.

A Taxonomy of Attacks and Defenses in Split Learning Erdo ˘gan, A

Reference 10

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A Taxonomy of Attacks and Defenses in Split Learning Erdogan, U

Reference 11

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A Taxonomy of Attacks and Defenses in Split Learning Erdo ˘gan, A

Reference 12

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A Taxonomy of Attacks and Defenses in Split Learning Erdo ˘gan, U

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A Taxonomy of Attacks and Defenses in Split Learning Unresolved cited work

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A Taxonomy of Attacks and Defenses in Split Learning Unresolved cited work

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A Taxonomy of Attacks and Defenses in Split Learning Unresolved cited work

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A Taxonomy of Attacks and Defenses in Split Learning Unresolved cited work

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A Taxonomy of Attacks and Defenses in Split Learning Gajbhiye, P

Reference 19

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A Taxonomy of Attacks and Defenses in Split Learning Ganin and V

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A Taxonomy of Attacks and Defenses in Split Learning Unresolved cited work

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A Taxonomy of Attacks and Defenses in Split Learning Feature Space Hijacking Attacks against Differentially Private Split Learning

Reference 22

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A Taxonomy of Attacks and Defenses in Split Learning Goodfellow, J

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A Taxonomy of Attacks and Defenses in Split Learning Gretton, D

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A Taxonomy of Attacks and Defenses in Split Learning Gupta and R

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A Taxonomy of Attacks and Defenses in Split Learning Hitaj, G

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A Taxonomy of Attacks and Defenses in Split Learning Huang, X

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A Taxonomy of Attacks and Defenses in Split Learning Huang, Y

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A Taxonomy of Attacks and Defenses in Split Learning Analyzing the vulnerabilities in SplitFed Learning: Assessing the robustness against Data Poisoning Attacks

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A Taxonomy of Attacks and Defenses in Split Learning Joshi, C

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A Taxonomy of Attacks and Defenses in Split Learning Karakoç, A

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A Taxonomy of Attacks and Defenses in Split Learning Kariyappa and M

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This paper cites Split Ways: Privacy-Preserving Training of Encrypted Data Using Split Learning.

A Taxonomy of Attacks and Defenses in Split Learning Split Ways: Privacy-Preserving Training of Encrypted Data Using Split Learning

Reference 40

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Observation fff57566-9fc0-4cef-bd5f-613bee5c52e0 · outbound

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A Taxonomy of Attacks and Defenses in Split Learning Unresolved cited work

Reference 41

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Reference 42

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This paper cites Kohankhaki, A.

A Taxonomy of Attacks and Defenses in Split Learning Kohankhaki, A

Reference 43

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A Taxonomy of Attacks and Defenses in Split Learning Unresolved cited work

Reference 44

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This paper cites Label Leakage and Protection in Two-party Split Learning.

A Taxonomy of Attacks and Defenses in Split Learning Label Leakage and Protection in Two-party Split Learning

Reference 45

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Unavailable: canonical work link unavailable.

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A Taxonomy of Attacks and Defenses in Split Learning Unresolved cited work

Reference 46

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A Taxonomy of Attacks and Defenses in Split Learning Unresolved cited work

Reference 47

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A Taxonomy of Attacks and Defenses in Split Learning Unresolved cited work

Reference 48

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Observation 905ab21c-44ef-4a06-89a4-e73187c26306 · outbound

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A Taxonomy of Attacks and Defenses in Split Learning Unresolved cited work

Reference 49

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Observation 01c8f28b-1d06-4e3f-89a1-01f7a34c15bf · outbound

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A Taxonomy of Attacks and Defenses in Split Learning Maeng, C

Reference 50

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Observation e393a231-7f34-45ed-aa96-9388261ec477 · outbound

This paper cites Mansouri, M.

A Taxonomy of Attacks and Defenses in Split Learning Mansouri, M

Reference 51

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A Taxonomy of Attacks and Defenses in Split Learning Unresolved cited work

Reference 52

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Reference 53

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A Taxonomy of Attacks and Defenses in Split Learning Unresolved cited work

Reference 54

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A Taxonomy of Attacks and Defenses in Split Learning Unresolved cited work

Reference 55

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A Taxonomy of Attacks and Defenses in Split Learning Unresolved cited work

Reference 56

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Observation eaf46056-2634-4be0-9591-658e10eba3d1 · outbound

This paper cites Nguyen, T.

A Taxonomy of Attacks and Defenses in Split Learning Nguyen, T

Reference 57

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Source-reported events for the cited work

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Observation 45cc524a-7e76-4c7f-85bd-3d7b6c57ec53 · outbound

This paper cites Gpt-4o: Multimodal ai model.

A Taxonomy of Attacks and Defenses in Split Learning Gpt-4o: Multimodal ai model

Reference 58

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Observation 925cf015-f23f-4bef-b082-0f1dfe82d58e · outbound

This paper cites Pasquini, G.

A Taxonomy of Attacks and Defenses in Split Learning Pasquini, G

Reference 59

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Source-reported events for the cited work

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A Taxonomy of Attacks and Defenses in Split Learning Unresolved cited work

Reference 60

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Observation 74e6e1a4-8227-4455-974e-5b603626cbce · outbound

This paper cites Pereteanu, A.

A Taxonomy of Attacks and Defenses in Split Learning Pereteanu, A

Reference 61

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A Taxonomy of Attacks and Defenses in Split Learning Unresolved cited work

Reference 62

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A Taxonomy of Attacks and Defenses in Split Learning Unresolved cited work

Reference 63

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A Taxonomy of Attacks and Defenses in Split Learning Unresolved cited work

Reference 64

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Source-reported events for the cited work

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Observation 6e24a943-44b5-49aa-93a3-fcf59f05d097 · outbound

This paper cites Split Learning without Local Weight Sharing to Enhance Client-side Data Privacy.

A Taxonomy of Attacks and Defenses in Split Learning Split Learning without Local Weight Sharing to Enhance Client-side Data Privacy

Reference 65

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Source-reported events for the cited work

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Observation 04e9c896-3a62-4350-a551-c74e4f5086db · outbound

This paper cites an unresolved cited work.

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Reference 66

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raw_fallback, observed 2026-08-15T22:57:21.287658Z

Source-reported events for the cited work

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Observation 60dfe3ce-6fa3-4a55-a9f6-47b366a84f1e · outbound

This paper cites SoK: Privacy-preserving Deep Learning with Homomorphic Encryption.

A Taxonomy of Attacks and Defenses in Split Learning SoK: Privacy-preserving Deep Learning with Homomorphic Encryption

Reference 67

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 7fd7c0c4-2327-4c8b-a867-03dc33142fb4 · outbound

This paper cites K-Theoretic Generalized Donaldson-Thomas Invariants.

A Taxonomy of Attacks and Defenses in Split Learning K-Theoretic Generalized Donaldson-Thomas Invariants

Reference 68

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Observation b4d041f7-0066-42db-91e0-26b9d86452e8 · outbound

This paper cites Rieger, A.

A Taxonomy of Attacks and Defenses in Split Learning Rieger, A

Reference 69

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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A Taxonomy of Attacks and Defenses in Split Learning Unresolved cited work

Reference 70

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raw_fallback, observed 2026-08-15T22:57:21.266681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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A Taxonomy of Attacks and Defenses in Split Learning Unresolved cited work

Reference 71

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 8b74eb42-9455-4dec-8c98-177ed97051f6 · outbound

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A Taxonomy of Attacks and Defenses in Split Learning Unresolved cited work

Reference 72

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 1a557199-413b-49a6-973c-d9b2adc296f7 · outbound

This paper cites Singh, A.

A Taxonomy of Attacks and Defenses in Split Learning Singh, A

Reference 73

Resolution
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Source-reported events for the cited work

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Observation d5c0b9a4-330c-4e88-96b4-53b62e831eaf · outbound

This paper cites Tajalli, O.

A Taxonomy of Attacks and Defenses in Split Learning Tajalli, O

Reference 74

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 66645f53-2c70-42a3-9b21-01a0bdb37016 · outbound

This paper cites Adaptive Differential Privacy in Federated Learning: A Priority-Based Approach.

A Taxonomy of Attacks and Defenses in Split Learning Adaptive Differential Privacy in Federated Learning: A Priority-Based Approach

Reference 75

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unresolved
no resolver link, observed 2026-08-15T22:57:20.795683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 8023c6ed-82c9-4a43-a128-5d30aadbbaac · outbound

This paper cites Thapa, M.

A Taxonomy of Attacks and Defenses in Split Learning Thapa, M

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:57:21.214370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation a642ae48-0ddc-4767-8d11-45fa635e78f7 · outbound

This paper cites Titcombe, A.

A Taxonomy of Attacks and Defenses in Split Learning Titcombe, A

Reference 77

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation d75133a4-515a-4e9f-a091-09fd5b830d00 · outbound

This paper cites Turina, Z.

A Taxonomy of Attacks and Defenses in Split Learning Turina, Z

Reference 78

Resolution
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Observation d005591e-8fff-40b6-8347-4008f2d1ce1f · outbound

This paper cites Vepakomma, J.

A Taxonomy of Attacks and Defenses in Split Learning Vepakomma, J

Reference 79

Resolution
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Observation 00c15a8b-caae-4df0-bb13-6516110f1d92 · outbound

This paper cites Split learning for health: Distributed deep learning without sharing raw patient data.

A Taxonomy of Attacks and Defenses in Split Learning Split learning for health: Distributed deep learning without sharing raw patient data

Reference 80

Resolution
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Source-reported events for the cited work

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Observation a9f73fae-6956-40dd-a436-438d0d469384 · outbound

This paper cites Vepakomma, O.

A Taxonomy of Attacks and Defenses in Split Learning Vepakomma, O

Reference 81

Resolution
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Source-reported events for the cited work

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A Taxonomy of Attacks and Defenses in Split Learning Vepakomma, A

Reference 82

Resolution
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A Taxonomy of Attacks and Defenses in Split Learning Unresolved cited work

Reference 83

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A Taxonomy of Attacks and Defenses in Split Learning Unresolved cited work

Reference 84

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A Taxonomy of Attacks and Defenses in Split Learning Unresolved cited work

Reference 85

Resolution
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This paper cites Label Inference Attack against Split Learning under Regression Setting.

A Taxonomy of Attacks and Defenses in Split Learning Label Inference Attack against Split Learning under Regression Setting

Reference 86

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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A Taxonomy of Attacks and Defenses in Split Learning Unresolved cited work

Reference 87

Resolution
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Observation 90f9b373-0c86-4033-af96-633083bdc780 · outbound

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A Taxonomy of Attacks and Defenses in Split Learning Differentially Private Label Protection in Split Learning

Reference 88

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 2d7f5c1d-ad28-4546-8376-d1fdc845d452 · outbound

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A Taxonomy of Attacks and Defenses in Split Learning Unresolved cited work

Reference 89

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A Taxonomy of Attacks and Defenses in Split Learning Unresolved cited work

Reference 90

Resolution
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A Taxonomy of Attacks and Defenses in Split Learning Unresolved cited work

Reference 91

Resolution
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Observation c6a9ff98-55a0-47fd-881f-5cd3747418be · outbound

This paper cites Zhang, X.

A Taxonomy of Attacks and Defenses in Split Learning Zhang, X

Reference 92

Resolution
verified fuzzy
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Source-reported events for the cited work

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Observation b4594c9e-c850-475c-a55f-50acadd30910 · outbound

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A Taxonomy of Attacks and Defenses in Split Learning Unresolved cited work

Reference 93

Resolution
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Source-reported events for the cited work

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Observation c9c49a49-aeea-48f4-80ca-b001929cf82b · outbound

This paper cites Federated Learning with Non-IID Data.

A Taxonomy of Attacks and Defenses in Split Learning Federated Learning with Non-IID Data

Reference 94

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 651dbc6b-a2ea-4ad5-8ce5-2b17a5bd5c2e · outbound

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A Taxonomy of Attacks and Defenses in Split Learning Unresolved cited work

Reference 95

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 449c0c69-b289-4587-89eb-f6727c20153a · outbound

This paper cites Passive Inference Attacks on Split Learning via Adversarial Regularization.

A Taxonomy of Attacks and Defenses in Split Learning Passive Inference Attacks on Split Learning via Adversarial Regularization

Reference 96

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Pith citing papers

Observation 30d2c2a2-73e8-4cd3-9888-473930f38586 · inbound

A Survey on Split Learning for LLM Fine-Tuning: Models, Systems, and Privacy Optimizations cites this paper.

A Survey on Split Learning for LLM Fine-Tuning: Models, Systems, and Privacy Optimizations A Taxonomy of Attacks and Defenses in Split Learning

Reference 122

Resolution
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