Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T14:57:41.254517Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T14:57:41.254517Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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
51 of 51 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 5eab4910-70eb-43f7-8dc4-e54dc3b1b939 · outbound
Vertical Federated Unlearning via Backdoor Certification Federated Unlearning
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eab0a8de-8e5c-4019-98e7-02b73288830e · outbound
Vertical Federated Unlearning via Backdoor Certification Forget-svgd: Particle- based bayesian federated unlearning,
Reference 2
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.
Observation 2528a6b3-e5b6-4067-8d54-a64d5f86b8e2 · outbound
Vertical Federated Unlearning via Backdoor Certification Privacy risk in machine learning: Analyzing the connection to overfitting,
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a36afd63-5870-49ed-b6af-99d47caf4ddb · outbound
Vertical Federated Unlearning via Backdoor Certification Private federated learning on vertically partitioned data via entity resolution and additively homomorphic encryption
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 64d50036-649d-416e-a9a6-fabe792d7c98 · outbound
Vertical Federated Unlearning via Backdoor Certification Federated machine learning: Concept and applications,
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cec08f6e-b902-45f6-9385-ac3627584ae6 · outbound
Vertical Federated Unlearning via Backdoor Certification Measure contribution of partici- pants in federated learning,
Reference 6
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.
Observation 5baf6a86-5add-4c81-83d5-69a86ed2abce · outbound
Vertical Federated Unlearning via Backdoor Certification Privacy Preserving Vertical Federated Learning for Tree-based Models
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 08cf1a32-e039-4b63-a011-f1a32ce848d0 · outbound
Vertical Federated Unlearning via Backdoor Certification Vf-ps: How to select important participants in vertical feder- ated learning, efficiently and securely?
Reference 8
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.
Observation 0c264433-a750-44fd-a0f7-f290920dd5ab · outbound
Vertical Federated Unlearning via Backdoor Certification Adversarial attacks and defenses in deep learning: From a perspective of cyberse- curity,
Reference 9
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.
Observation d82deb64-6de6-4f42-9fa3-f926f0bb4a52 · outbound
Vertical Federated Unlearning via Backdoor Certification More than privacy: Applying differential privacy in key areas of artificial intelligence,
Reference 10
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.
Observation 68330f41-3c61-443d-acdf-c0e40e7c2814 · outbound
Vertical Federated Unlearning via Backdoor Certification Fairvfl: A fair vertical federated learning framework with contrastive adversarial learning,
Reference 11
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.
Observation 435b2091-a509-4c84-b3cd-15ece9cbec3f · outbound
Vertical Federated Unlearning via Backdoor Certification FedSDG-FS: Efficient and Secure Feature Selection for Vertical Federated Learning
Reference 12
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.
Observation 71d7ef19-a6bf-4cb7-896a-f4e7f05018ad · outbound
Vertical Federated Unlearning via Backdoor Certification Towards making systems forget with machine unlearning,
Reference 13
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.
Observation e274ca01-a061-4eda-9469-b7e554720f7a · outbound
Vertical Federated Unlearning via Backdoor Certification Lifelong anomaly detection through unlearning,
Reference 14
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.
Observation 22e0dcb2-ef27-4a2b-9221-b7f3d0c7dc00 · outbound
Vertical Federated Unlearning via Backdoor Certification Making ai forget you: Data deletion in machine learning,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91b9939f-ca32-451b-9c71-fd72357fb081 · outbound
Vertical Federated Unlearning via Backdoor Certification Machine unlearning,
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c6cb2e05-86b6-44dc-a659-35911bdb8923 · outbound
Vertical Federated Unlearning via Backdoor Certification Descent-to-delete: Gradient-based methods for machine unlearning,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5a0a3a2d-a27a-4aea-bfdd-8debb500c424 · outbound
Vertical Federated Unlearning via Backdoor Certification Remember what you want to forget: Algorithms for machine unlearning,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f276557e-d188-462b-9c3e-f839a56ab44f · outbound
Vertical Federated Unlearning via Backdoor Certification On the necessity of auditable algorithmic definitions for machine unlearning,
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c5c9668a-dc6b-41e6-b105-7d76d676dfbd · outbound
Vertical Federated Unlearning via Backdoor Certification Fast yet effective machine unlearning,
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6f5843cb-d31c-4b6d-987c-3201d56897bc · outbound
Vertical Federated Unlearning via Backdoor Certification Zero- shot machine unlearning,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c210c002-5740-4a6c-b83c-2eebe364c1b0 · outbound
Vertical Federated Unlearning via Backdoor Certification Machine unlearning: A survey,
Reference 22
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.
Observation 2ce1605b-36d6-418b-a484-c358450ff898 · outbound
Vertical Federated Unlearning via Backdoor Certification Erm-ktp: Knowledge-level machine unlearning via knowledge transfer,
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b156614a-c411-4a2f-a094-d2e8d866a779 · outbound
Vertical Federated Unlearning via Backdoor Certification Federated Unlearning with Knowledge Distillation
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5dc0fa46-b087-439c-93e7-43be6b6c9115 · outbound
Vertical Federated Unlearning via Backdoor Certification User- level privacy-preserving federated learning: Analysis and performance optimization,
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7db50292-8e7c-4dc7-8a9d-69c774c6e145 · outbound
Vertical Federated Unlearning via Backdoor Certification Federated unlearning for on-device recommendation,
Reference 26
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.
Observation a14e7629-b585-46e0-8b3f-0099861d80f9 · outbound
Vertical Federated Unlearning via Backdoor Certification Heterogeneous federated knowledge graph embedding learning and unlearning,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cb1dc397-7d2b-4579-8b94-b05929fd6321 · outbound
Vertical Federated Unlearning via Backdoor Certification Asynchronous federated unlearning,
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1560687d-a036-4dfa-bf51-28b794a504e1 · outbound
Vertical Federated Unlearning via Backdoor Certification Fedrecovery: Differentially private machine unlearning for federated learning frame- works,
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a2e50cd-e8f6-4155-be35-2b6d9fa23803 · outbound
Vertical Federated Unlearning via Backdoor Certification Vertical federated unlearning on the logistic regression model,
Reference 30
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.
Observation a091a191-9b00-498e-993d-5b3990d182f8 · outbound
Vertical Federated Unlearning via Backdoor Certification BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 12fa78f0-d290-4804-a836-e41ceec6c895 · outbound
Vertical Federated Unlearning via Backdoor Certification Local model poisoning attacks to {Byzantine-Robust} federated learning,
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f4a84ea7-2daf-47a9-bd63-ed8f3f9813f8 · outbound
Vertical Federated Unlearning via Backdoor Certification Invisible backdoor attacks on deep neural networks via steganography and regularization,
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f9e58f0-5f6a-4732-9235-009b6826850e · outbound
Vertical Federated Unlearning via Backdoor Certification Data poisoning attacks against federated learning systems,
Reference 34
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.
Observation 3eefa2c5-fd83-4d1e-9a57-0d884156b094 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a30b88f-bf30-4ddb-b37a-c9a2a4556625 · outbound
Vertical Federated Unlearning via Backdoor Certification Deep learning based attack detection for cyber-physical system cybersecurity: A survey,
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d91f7f26-c6e6-478e-9e87-843fac0a2747 · outbound
Vertical Federated Unlearning via Backdoor Certification Deep model poisoning attack on federated learning,
Reference 37
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.
Observation 0e7d702c-2ecf-4566-8f2e-8f7a95da1214 · outbound
Vertical Federated Unlearning via Backdoor Certification Detecting vulnerability on iot device firmware: A survey,
Reference 38
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.
Observation bea80f2c-3e06-434a-944a-799a90687554 · outbound
Vertical Federated Unlearning via Backdoor Certification Fl- wbc: Enhancing robustness against model poisoning attacks in federated learning from a client perspective,
Reference 39
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.
Observation a6ef584a-4b59-4cd8-9c2d-4aeb252e9b9d · outbound
Vertical Federated Unlearning via Backdoor Certification Fldetector: Defending federated learning against model poisoning attacks via detecting ma- licious clients,
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7da7110d-a891-4d7c-a76b-1eb9968a900d · outbound
Vertical Federated Unlearning via Backdoor Certification Privacyeafl: Privacy- enhanced aggregation for federated learning in mobile crowdsensing,
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e66d941b-eb6b-4325-8764-f72db8e06801 · outbound
Vertical Federated Unlearning via Backdoor Certification A privacy-preserving and untraceable group data sharing scheme in cloud computing,
Reference 42
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.
Observation 36e1a665-977a-47f8-bb0c-de05cd80ebc9 · outbound
Vertical Federated Unlearning via Backdoor Certification The Dark Side of Explanations: Poisoning Recommender Systems with Counterfactual Examples
Reference 43
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.
Observation 04ee39d0-0aa3-4b24-b054-f178c4a4ca55 · outbound
Vertical Federated Unlearning via Backdoor Certification Communication-efficient learning of deep networks from decentralized data,
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ab455437-0ce0-4233-8db7-8e5c76027ccc · outbound
Vertical Federated Unlearning via Backdoor Certification Distributed learning of deep neural network over multiple agents,
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 41a9b6d4-f248-4282-876e-d91ae6cadc61 · outbound
Vertical Federated Unlearning via Backdoor Certification Federated Unlearning: How to Efficiently Erase a Client in FL?
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 35fb28c0-880d-486e-9435-3cba52c9f6c7 · outbound
Vertical Federated Unlearning via Backdoor Certification The mnist database of handwritten digits,
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 110beeff-bb9e-4785-aab3-22296dd14b8a · outbound
Vertical Federated Unlearning via Backdoor Certification Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation caf3541e-9292-4f47-a57e-4b291fdde7e4 · outbound
Vertical Federated Unlearning via Backdoor Certification Learning multiple layers of features from tiny images,
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 66ae217c-d954-4d1d-b99b-e5fb6f8d41a4 · outbound
Vertical Federated Unlearning via Backdoor Certification Adversarial Robustness Toolbox v1.0.0
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a259b066-2987-41d7-92f4-66678804e7b8 · outbound
Vertical Federated Unlearning via Backdoor Certification degree with the University of Technology Sydney, Australia
Reference 2017
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.
No inbound Pith citation observations are available.