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Paper Citation Record · LEDGER

Vertical Federated Unlearning via Backdoor Certification

As of 14 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2412.11476.

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

pith.paper-citation-record.v1
2412.11476 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T14:57:41.254517Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

51 of 51 outbound references displayed

  • verified exact2
  • verified fuzzy17
  • unresolved32
  • parse uncertain0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5eab4910-70eb-43f7-8dc4-e54dc3b1b939 · outbound

This paper cites Federated Unlearning.

Vertical Federated Unlearning via Backdoor Certification Federated Unlearning

Reference 1

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Observation eab0a8de-8e5c-4019-98e7-02b73288830e · outbound

This paper cites Forget-svgd: Particle- based bayesian federated unlearning,.

Vertical Federated Unlearning via Backdoor Certification Forget-svgd: Particle- based bayesian federated unlearning,

Reference 2

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Observation 2528a6b3-e5b6-4067-8d54-a64d5f86b8e2 · outbound

This paper cites Privacy risk in machine learning: Analyzing the connection to overfitting,.

Vertical Federated Unlearning via Backdoor Certification Privacy risk in machine learning: Analyzing the connection to overfitting,

Reference 3

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Observation a36afd63-5870-49ed-b6af-99d47caf4ddb · outbound

This paper cites Private federated learning on vertically partitioned data via entity resolution and additively homomorphic encryption.

Vertical Federated Unlearning via Backdoor Certification Private federated learning on vertically partitioned data via entity resolution and additively homomorphic encryption

Reference 4

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Observation 64d50036-649d-416e-a9a6-fabe792d7c98 · outbound

This paper cites Federated machine learning: Concept and applications,.

Vertical Federated Unlearning via Backdoor Certification Federated machine learning: Concept and applications,

Reference 5

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Observation cec08f6e-b902-45f6-9385-ac3627584ae6 · outbound

This paper cites Measure contribution of partici- pants in federated learning,.

Vertical Federated Unlearning via Backdoor Certification Measure contribution of partici- pants in federated learning,

Reference 6

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 5baf6a86-5add-4c81-83d5-69a86ed2abce · outbound

This paper cites Privacy Preserving Vertical Federated Learning for Tree-based Models.

Vertical Federated Unlearning via Backdoor Certification Privacy Preserving Vertical Federated Learning for Tree-based Models

Reference 7

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Observation 08cf1a32-e039-4b63-a011-f1a32ce848d0 · outbound

This paper cites Vf-ps: How to select important participants in vertical feder- ated learning, efficiently and securely?.

Vertical Federated Unlearning via Backdoor Certification Vf-ps: How to select important participants in vertical feder- ated learning, efficiently and securely?

Reference 8

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Observation 0c264433-a750-44fd-a0f7-f290920dd5ab · outbound

This paper cites Adversarial attacks and defenses in deep learning: From a perspective of cyberse- curity,.

Vertical Federated Unlearning via Backdoor Certification Adversarial attacks and defenses in deep learning: From a perspective of cyberse- curity,

Reference 9

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Observation d82deb64-6de6-4f42-9fa3-f926f0bb4a52 · outbound

This paper cites More than privacy: Applying differential privacy in key areas of artificial intelligence,.

Vertical Federated Unlearning via Backdoor Certification More than privacy: Applying differential privacy in key areas of artificial intelligence,

Reference 10

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Observation 68330f41-3c61-443d-acdf-c0e40e7c2814 · outbound

This paper cites Fairvfl: A fair vertical federated learning framework with contrastive adversarial learning,.

Vertical Federated Unlearning via Backdoor Certification Fairvfl: A fair vertical federated learning framework with contrastive adversarial learning,

Reference 11

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Observation 435b2091-a509-4c84-b3cd-15ece9cbec3f · outbound

This paper cites FedSDG-FS: Efficient and Secure Feature Selection for Vertical Federated Learning.

Vertical Federated Unlearning via Backdoor Certification FedSDG-FS: Efficient and Secure Feature Selection for Vertical Federated Learning

Reference 12

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local_arxiv, observed 2026-08-11T14:57:41.439634Z

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Observation 71d7ef19-a6bf-4cb7-896a-f4e7f05018ad · outbound

This paper cites Towards making systems forget with machine unlearning,.

Vertical Federated Unlearning via Backdoor Certification Towards making systems forget with machine unlearning,

Reference 13

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation e274ca01-a061-4eda-9469-b7e554720f7a · outbound

This paper cites Lifelong anomaly detection through unlearning,.

Vertical Federated Unlearning via Backdoor Certification Lifelong anomaly detection through unlearning,

Reference 14

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 22e0dcb2-ef27-4a2b-9221-b7f3d0c7dc00 · outbound

This paper cites Making ai forget you: Data deletion in machine learning,.

Vertical Federated Unlearning via Backdoor Certification Making ai forget you: Data deletion in machine learning,

Reference 15

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Observation 91b9939f-ca32-451b-9c71-fd72357fb081 · outbound

This paper cites Machine unlearning,.

Vertical Federated Unlearning via Backdoor Certification Machine unlearning,

Reference 16

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Observation c6cb2e05-86b6-44dc-a659-35911bdb8923 · outbound

This paper cites Descent-to-delete: Gradient-based methods for machine unlearning,.

Vertical Federated Unlearning via Backdoor Certification Descent-to-delete: Gradient-based methods for machine unlearning,

Reference 17

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Observation 5a0a3a2d-a27a-4aea-bfdd-8debb500c424 · outbound

This paper cites Remember what you want to forget: Algorithms for machine unlearning,.

Vertical Federated Unlearning via Backdoor Certification Remember what you want to forget: Algorithms for machine unlearning,

Reference 18

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Observation f276557e-d188-462b-9c3e-f839a56ab44f · outbound

This paper cites On the necessity of auditable algorithmic definitions for machine unlearning,.

Vertical Federated Unlearning via Backdoor Certification On the necessity of auditable algorithmic definitions for machine unlearning,

Reference 19

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Observation c5c9668a-dc6b-41e6-b105-7d76d676dfbd · outbound

This paper cites Fast yet effective machine unlearning,.

Vertical Federated Unlearning via Backdoor Certification Fast yet effective machine unlearning,

Reference 20

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Observation 6f5843cb-d31c-4b6d-987c-3201d56897bc · outbound

This paper cites Zero- shot machine unlearning,.

Vertical Federated Unlearning via Backdoor Certification Zero- shot machine unlearning,

Reference 21

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Observation c210c002-5740-4a6c-b83c-2eebe364c1b0 · outbound

This paper cites Machine unlearning: A survey,.

Vertical Federated Unlearning via Backdoor Certification Machine unlearning: A survey,

Reference 22

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 2ce1605b-36d6-418b-a484-c358450ff898 · outbound

This paper cites Erm-ktp: Knowledge-level machine unlearning via knowledge transfer,.

Vertical Federated Unlearning via Backdoor Certification Erm-ktp: Knowledge-level machine unlearning via knowledge transfer,

Reference 23

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Observation b156614a-c411-4a2f-a094-d2e8d866a779 · outbound

This paper cites Federated Unlearning with Knowledge Distillation.

Vertical Federated Unlearning via Backdoor Certification Federated Unlearning with Knowledge Distillation

Reference 24

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Observation 5dc0fa46-b087-439c-93e7-43be6b6c9115 · outbound

This paper cites User- level privacy-preserving federated learning: Analysis and performance optimization,.

Vertical Federated Unlearning via Backdoor Certification User- level privacy-preserving federated learning: Analysis and performance optimization,

Reference 25

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Observation 7db50292-8e7c-4dc7-8a9d-69c774c6e145 · outbound

This paper cites Federated unlearning for on-device recommendation,.

Vertical Federated Unlearning via Backdoor Certification Federated unlearning for on-device recommendation,

Reference 26

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation a14e7629-b585-46e0-8b3f-0099861d80f9 · outbound

This paper cites Heterogeneous federated knowledge graph embedding learning and unlearning,.

Vertical Federated Unlearning via Backdoor Certification Heterogeneous federated knowledge graph embedding learning and unlearning,

Reference 27

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Observation cb1dc397-7d2b-4579-8b94-b05929fd6321 · outbound

This paper cites Asynchronous federated unlearning,.

Vertical Federated Unlearning via Backdoor Certification Asynchronous federated unlearning,

Reference 28

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Observation 1560687d-a036-4dfa-bf51-28b794a504e1 · outbound

This paper cites Fedrecovery: Differentially private machine unlearning for federated learning frame- works,.

Vertical Federated Unlearning via Backdoor Certification Fedrecovery: Differentially private machine unlearning for federated learning frame- works,

Reference 29

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Observation 0a2e50cd-e8f6-4155-be35-2b6d9fa23803 · outbound

This paper cites Vertical federated unlearning on the logistic regression model,.

Vertical Federated Unlearning via Backdoor Certification Vertical federated unlearning on the logistic regression model,

Reference 30

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raw_fallback, observed 2026-08-11T14:57:41.778008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation a091a191-9b00-498e-993d-5b3990d182f8 · outbound

This paper cites BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain.

Vertical Federated Unlearning via Backdoor Certification BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain

Reference 31

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Observation 12fa78f0-d290-4804-a836-e41ceec6c895 · outbound

This paper cites Local model poisoning attacks to {Byzantine-Robust} federated learning,.

Vertical Federated Unlearning via Backdoor Certification Local model poisoning attacks to {Byzantine-Robust} federated learning,

Reference 32

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Observation f4a84ea7-2daf-47a9-bd63-ed8f3f9813f8 · outbound

This paper cites Invisible backdoor attacks on deep neural networks via steganography and regularization,.

Vertical Federated Unlearning via Backdoor Certification Invisible backdoor attacks on deep neural networks via steganography and regularization,

Reference 33

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Observation 4f9e58f0-5f6a-4732-9235-009b6826850e · outbound

This paper cites Data poisoning attacks against federated learning systems,.

Vertical Federated Unlearning via Backdoor Certification Data poisoning attacks against federated learning systems,

Reference 34

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raw_fallback, observed 2026-08-11T14:57:41.720735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:57:41.141275Z digest=sha256:95a6a13c7acdcd53dbf074e7148cd3abd31ac310d09ece9e0c6e36c5a111d7f2

Observation 3eefa2c5-fd83-4d1e-9a57-0d884156b094 · outbound

This paper cites Data and model poisoning backdoor attacks on wireless federated learning, and the defense mechanisms: A comprehensive survey,.

Vertical Federated Unlearning via Backdoor Certification Data and model poisoning backdoor attacks on wireless federated learning, and the defense mechanisms: A comprehensive survey,

Reference 35

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Observation 2a30b88f-bf30-4ddb-b37a-c9a2a4556625 · outbound

This paper cites Deep learning based attack detection for cyber-physical system cybersecurity: A survey,.

Vertical Federated Unlearning via Backdoor Certification Deep learning based attack detection for cyber-physical system cybersecurity: A survey,

Reference 36

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Observation d91f7f26-c6e6-478e-9e87-843fac0a2747 · outbound

This paper cites Deep model poisoning attack on federated learning,.

Vertical Federated Unlearning via Backdoor Certification Deep model poisoning attack on federated learning,

Reference 37

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raw_fallback, observed 2026-08-11T14:57:41.678176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:57:41.155736Z digest=sha256:8d93120fdcfefcf7fb6f139c5ba8d8a8fa2e732c2d5e171504cc82eec9689835

Observation 0e7d702c-2ecf-4566-8f2e-8f7a95da1214 · outbound

This paper cites Detecting vulnerability on iot device firmware: A survey,.

Vertical Federated Unlearning via Backdoor Certification Detecting vulnerability on iot device firmware: A survey,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:57:41.657739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:57:41.161410Z digest=sha256:5d9abe3d4e856ce216a6152cbcea6617207993857bbba2bad32580edaf8118a1

Observation bea80f2c-3e06-434a-944a-799a90687554 · outbound

This paper cites Fl- wbc: Enhancing robustness against model poisoning attacks in federated learning from a client perspective,.

Vertical Federated Unlearning via Backdoor Certification Fl- wbc: Enhancing robustness against model poisoning attacks in federated learning from a client perspective,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:57:41.636055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:57:41.167088Z digest=sha256:9509387464385f09ece3ec7e4feb2def1c78f4e3d3ea7515206f0d583a616281

Observation a6ef584a-4b59-4cd8-9c2d-4aeb252e9b9d · outbound

This paper cites Fldetector: Defending federated learning against model poisoning attacks via detecting ma- licious clients,.

Vertical Federated Unlearning via Backdoor Certification Fldetector: Defending federated learning against model poisoning attacks via detecting ma- licious clients,

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-11T14:57:41.172858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:57:41.172858Z digest=sha256:940f5a01c819597983f7fefc86bb88f15e7b59e5ad48346c0a5bd1543b893ffb

Observation 7da7110d-a891-4d7c-a76b-1eb9968a900d · outbound

This paper cites Privacyeafl: Privacy- enhanced aggregation for federated learning in mobile crowdsensing,.

Vertical Federated Unlearning via Backdoor Certification Privacyeafl: Privacy- enhanced aggregation for federated learning in mobile crowdsensing,

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-11T14:57:41.179214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:57:41.179214Z digest=sha256:311f12a53a053b1d1412dd534ae9c7fa07e7a830c81b62aa67a7297151d5dd6c

Observation e66d941b-eb6b-4325-8764-f72db8e06801 · outbound

This paper cites A privacy-preserving and untraceable group data sharing scheme in cloud computing,.

Vertical Federated Unlearning via Backdoor Certification A privacy-preserving and untraceable group data sharing scheme in cloud computing,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:57:41.590045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:57:41.188011Z digest=sha256:cd9a9da4c77143125be020abc88b4d08c5d0faa2cb138f51e86feca112354e10

Observation 36e1a665-977a-47f8-bb0c-de05cd80ebc9 · outbound

This paper cites The Dark Side of Explanations: Poisoning Recommender Systems with Counterfactual Examples.

Vertical Federated Unlearning via Backdoor Certification The Dark Side of Explanations: Poisoning Recommender Systems with Counterfactual Examples

Reference 43

Resolution
verified exact
local_arxiv, observed 2026-08-11T14:57:41.376543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:57:41.196085Z digest=sha256:6e47940764408119056769e129cfc65b2dd3ea2348d9469c6d1a1076a37585a1

Observation 04ee39d0-0aa3-4b24-b054-f178c4a4ca55 · outbound

This paper cites Communication-efficient learning of deep networks from decentralized data,.

Vertical Federated Unlearning via Backdoor Certification Communication-efficient learning of deep networks from decentralized data,

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-11T14:57:41.204443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:57:41.204443Z digest=sha256:1fee0344a97c5380f674f31f69e6f58628b51edd4deebf6ef73b8eb2ad3e3633

Observation ab455437-0ce0-4233-8db7-8e5c76027ccc · outbound

This paper cites Distributed learning of deep neural network over multiple agents,.

Vertical Federated Unlearning via Backdoor Certification Distributed learning of deep neural network over multiple agents,

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-11T14:57:41.210158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:57:41.210158Z digest=sha256:f30f69515dab6818854a4b2a37a9f944edfa89d838211786fde46fc6e4199eda

Observation 41a9b6d4-f248-4282-876e-d91ae6cadc61 · outbound

This paper cites Federated Unlearning: How to Efficiently Erase a Client in FL?.

Vertical Federated Unlearning via Backdoor Certification Federated Unlearning: How to Efficiently Erase a Client in FL?

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-11T14:57:41.217316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:57:41.217316Z digest=sha256:5168fd952c2cb631f40434da1f426138fb8bd1e8c4f3de6856f76a3bc34f356b

Observation 35fb28c0-880d-486e-9435-3cba52c9f6c7 · outbound

This paper cites The mnist database of handwritten digits,.

Vertical Federated Unlearning via Backdoor Certification The mnist database of handwritten digits,

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-11T14:57:41.225883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:57:41.225883Z digest=sha256:2636e4daa9511bcf41f6c15533526afc5620d5cb37083ac02a53dd8389d1b902

Observation 110beeff-bb9e-4785-aab3-22296dd14b8a · outbound

This paper cites Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms.

Vertical Federated Unlearning via Backdoor Certification Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-11T14:57:41.234723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:57:41.234723Z digest=sha256:ce389a2703c12768823a1e98009c456059f144bd59020ce602175b27e83cea71

Observation caf3541e-9292-4f47-a57e-4b291fdde7e4 · outbound

This paper cites Learning multiple layers of features from tiny images,.

Vertical Federated Unlearning via Backdoor Certification Learning multiple layers of features from tiny images,

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-11T14:57:41.240775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:57:41.240775Z digest=sha256:7ded33e0a99d7365103bff89353f8f961640128bbeb0b04c14653330636e2487

Observation 66ae217c-d954-4d1d-b99b-e5fb6f8d41a4 · outbound

This paper cites Adversarial Robustness Toolbox v1.0.0.

Vertical Federated Unlearning via Backdoor Certification Adversarial Robustness Toolbox v1.0.0

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-11T14:57:41.247791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:57:41.247791Z digest=sha256:656fbfecb7aa1a305c55f818ec159ee25cb4f2b5f2bcc87f49804e5c2e500c9a

Observation a259b066-2987-41d7-92f4-66678804e7b8 · outbound

This paper cites degree with the University of Technology Sydney, Australia.

Vertical Federated Unlearning via Backdoor Certification degree with the University of Technology Sydney, Australia

Reference 2017

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:57:41.520821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T14:57:41.254517Z digest=sha256:c3d0f3e9ae7ac20e909981bc33937476d6e4f1afd980ce70c207104acc939e6f

Pith citing papers

No inbound Pith citation observations are available.