Paper Citation Record · LEDGER

FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 42 inbound Pith citation observations for arXiv:2012.13995.

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

pith.paper-citation-record.v1
2012.13995 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 42 of 42 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:24:37.476723Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

35
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation a615ca3d-92d7-4568-bfb4-ba15b1b8fa7e · inbound

How to Defend Against Large-scale Model Poisoning Attacks in Federated Learning: A Vertical Solution cites this paper.

How to Defend Against Large-scale Model Poisoning Attacks in Federated Learning: A Vertical Solution FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T19:32:26.492351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db691f2f-b5aa-4840-89b2-38ad5dbc2bb1 · inbound

DeTrigger: A Gradient-Centric Approach to Backdoor Attack Mitigation in Federated Learning cites this paper.

DeTrigger: A Gradient-Centric Approach to Backdoor Attack Mitigation in Federated Learning FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-23T17:58:17.123597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2921db73-baa6-42c6-b5e6-99c2f1557d9c · inbound

Client-Side Patching against Backdoor Attacks in Federated Learning cites this paper.

Client-Side Patching against Backdoor Attacks in Federated Learning FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T15:51:51.464270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75a9b6ad-244a-4a80-bc2f-ac358a68f286 · inbound

ByzSFL: Achieving Byzantine-Robust Secure Federated Learning with Zero-Knowledge Proofs cites this paper.

ByzSFL: Achieving Byzantine-Robust Secure Federated Learning with Zero-Knowledge Proofs FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T20:58:38.928626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a630f0ef-029d-4541-bafd-808be1f527df · inbound

Exploring and Mitigating Adversarial Manipulation of Voting-Based Leaderboards cites this paper.

Exploring and Mitigating Adversarial Manipulation of Voting-Based Leaderboards FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T20:44:32.953310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0eef612c-f66a-4eb6-be63-81c019c063a8 · inbound

Robust Knowledge Distillation in Federated Learning: Counteracting Backdoor Attacks cites this paper.

Robust Knowledge Distillation in Federated Learning: Counteracting Backdoor Attacks FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-09T18:29:13.725944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f450e2d8-0272-4cce-9663-eec143572ac3 · inbound

SMTFL: Secure Model Training to Untrusted Participants in Federated Learning cites this paper.

SMTFL: Secure Model Training to Untrusted Participants in Federated Learning FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-09T13:39:53.189793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b956c1d8-c80b-4af5-ac7f-0a76da09f7e7 · inbound

Interaction-Aware Gaussian Weighting for Clustered Federated Learning cites this paper.

Interaction-Aware Gaussian Weighting for Clustered Federated Learning FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-09T05:10:22.035691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7b81a7c-30f4-4602-904a-b29924c08e4e · inbound

SoK: Benchmarking Poisoning Attacks and Defenses in Federated Learning cites this paper.

SoK: Benchmarking Poisoning Attacks and Defenses in Federated Learning FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-09T00:45:23.177668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3aa4edd7-4a71-47e3-b1e9-f2745b864bc8 · inbound

TrojanDam: Detection-Free Backdoor Defense in Federated Learning through Proactive Model Robustification utilizing OOD Data cites this paper.

TrojanDam: Detection-Free Backdoor Defense in Federated Learning through Proactive Model Robustification utilizing OOD Data FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T11:24:37.476723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18a2b53e-abff-4f02-a7d8-442ea81372d0 · inbound

FedGraM: Defending Against Untargeted Attacks in Federated Learning via Embedding Gram Matrix cites this paper.

FedGraM: Defending Against Untargeted Attacks in Federated Learning via Embedding Gram Matrix FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T15:43:19.169271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5309fc7-2dc3-4981-9b50-2d2ae188394a · inbound

Performance Guaranteed Poisoning Attacks in Federated Learning: A Sliding Mode Approach cites this paper.

Performance Guaranteed Poisoning Attacks in Federated Learning: A Sliding Mode Approach FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:52.401001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ade46f66-f0af-4bb8-97ea-344f18eafbec · inbound

CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning cites this paper.

CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T13:02:18.285608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3b8f8b1-4ae2-4511-9162-1d6d695faeb0 · inbound

A Weighted Loss Approach to Robust Federated Learning under Data Heterogeneity cites this paper.

A Weighted Loss Approach to Robust Federated Learning under Data Heterogeneity FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 900

Resolution: unresolved; no resolver link, observed 2026-08-07T04:48:54.297178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b5d514f-c721-4336-9ce5-9cdea3b34748 · inbound

Private Aggregation for Byzantine-Resilient Heterogeneous Federated Learning cites this paper.

Private Aggregation for Byzantine-Resilient Heterogeneous Federated Learning FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:42.653133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a351f5eb-fbf8-497b-90b5-3252e75e04d3 · inbound

SecureFed: A Two-Phase Framework for Detecting Malicious Clients in Federated Learning cites this paper.

SecureFed: A Two-Phase Framework for Detecting Malicious Clients in Federated Learning FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:57.687863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fa454e2-0f20-49a7-a4f0-acde1b8b3497 · inbound

Fluid Democracy in Federated Data Aggregation cites this paper.

Fluid Democracy in Federated Data Aggregation FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T20:37:47.504017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b118bf23-2d43-4c01-a596-4b30ff8e0418 · inbound

A Bayesian Incentive Mechanism for Poison-Resilient Federated Learning cites this paper.

A Bayesian Incentive Mechanism for Poison-Resilient Federated Learning FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T16:51:28.612719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e83e7d6c-d282-4402-b951-282df4fb972c · inbound

DP2Guard: A Lightweight and Byzantine-Robust Privacy-Preserving Federated Learning Scheme for Industrial IoT cites this paper.

DP2Guard: A Lightweight and Byzantine-Robust Privacy-Preserving Federated Learning Scheme for Industrial IoT FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-05-19T04:02:01.667461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 35e62619-b54d-4154-a362-5de5c403fa40 · inbound

FedBAP: Backdoor Defense via Benign Adversarial Perturbation in Federated Learning cites this paper.

FedBAP: Backdoor Defense via Benign Adversarial Perturbation in Federated Learning FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T14:04:58.839894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6875b52e-9d65-468f-9da9-5235e344bc70 · inbound

Measuring and Predicting Where and When Pathologists Focus their Visual Attention while Grading Whole Slide Images of Cancer cites this paper.

Measuring and Predicting Where and When Pathologists Focus their Visual Attention while Grading Whole Slide Images of Cancer FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-06T05:33:36.954080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45f3db0d-9d78-4ccb-b0e2-b52e067cc78b · inbound

Detecting Untargeted Attacks and Mitigating Unreliable Updates in Federated Learning for Underground Mining Operations cites this paper.

Detecting Untargeted Attacks and Mitigating Unreliable Updates in Federated Learning for Underground Mining Operations FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T20:39:21.892474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 649e35cc-74b8-4ddf-9d5b-969dc668ce5c · inbound

Robust Federated Learning under Adversarial Attacks via Loss-Based Client Clustering cites this paper.

Robust Federated Learning under Adversarial Attacks via Loss-Based Client Clustering FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-18T23:06:53.304556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation df035233-80b3-4caf-ba5c-ef7265ec1f94 · inbound

DOPA: Stealthy and Generalizable Backdoor Attacks from a Single Client under Challenging Federated Constraints cites this paper.

DOPA: Stealthy and Generalizable Backdoor Attacks from a Single Client under Challenging Federated Constraints FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T18:31:56.524132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c63f17c6-d1d5-4cf6-9f30-c10840d93f8b · inbound

FedGreed: A Byzantine-Robust Loss-Based Aggregation Method for Federated Learning cites this paper.

FedGreed: A Byzantine-Robust Loss-Based Aggregation Method for Federated Learning FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T16:41:11.334303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbf413fc-ed2e-4818-8584-667e88063656 · inbound

FLAegis: A Two-Layer Defense Framework for Federated Learning Against Poisoning Attacks cites this paper.

FLAegis: A Two-Layer Defense Framework for Federated Learning Against Poisoning Attacks FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T16:20:23.330213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a3d9f85-e2d3-470e-a7ca-672426a01635 · inbound

FLARE: Adaptive Multi-Dimensional Reputation for Robust Client Reliability in Federated Learning cites this paper.

FLARE: Adaptive Multi-Dimensional Reputation for Robust Client Reliability in Federated Learning FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 66

Resolution: metadata mismatch; arxiv_id, observed 2026-05-17T20:10:10.958122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3efdbad0-4901-45f2-a955-2fd743209ac9 · inbound

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning cites this paper.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 35

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T00:28:30.108404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c94c8c1a-1bcd-403e-b521-f18fc7d03230 · inbound

AdaBFL: Multi-Layer Defensive Adaptive Aggregation for Bzantine-Robust Federated Learning cites this paper.

AdaBFL: Multi-Layer Defensive Adaptive Aggregation for Bzantine-Robust Federated Learning FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-12T09:36:26.304592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 87a979dd-1f2f-469a-97d1-fbebff012ccf · inbound

When Agents Handle Secrets: A Survey of Confidential Computing for Agentic AI cites this paper.

When Agents Handle Secrets: A Survey of Confidential Computing for Agentic AI FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 72

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T10:46:31.606965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 896f43bf-dab1-4cad-a716-d2a68074e151 · inbound

When Agents Handle Secrets: A Survey of Confidential Computing for Agentic AI cites this paper.

When Agents Handle Secrets: A Survey of Confidential Computing for Agentic AI FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 72

Resolution: metadata mismatch; arxiv_id, observed 2026-05-09T06:55:44.552220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d58c0472-c24d-44f5-a321-b5ae0482c435 · inbound

Robust Server Defense Against Unreliable Clients in One-Shot Fair Collaborative Machine Learning cites this paper.

Robust Server Defense Against Unreliable Clients in One-Shot Fair Collaborative Machine Learning FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 26

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T08:36:27.108624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b50bbde0-2e97-49ce-ab77-8c1a271013f8 · inbound

FedSurrogate: Backdoor Defense in Federated Learning via Layer Criticality and Surrogate Replacement cites this paper.

FedSurrogate: Backdoor Defense in Federated Learning via Layer Criticality and Surrogate Replacement FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-13T02:37:07.903003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0b5f2a61-5728-4b5f-978d-38625adcc879 · inbound

BESplit: Bias-Compensated Split Federated Learning with Evidential Aggregation cites this paper.

BESplit: Bias-Compensated Split Federated Learning with Evidential Aggregation FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-20T14:28:21.171848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 71df792f-9c3f-43b8-a566-aa4440032010 · inbound

When AI Meets Wall Street: A Survey on Trustworthy AI in Fintech cites this paper.

When AI Meets Wall Street: A Survey on Trustworthy AI in Fintech FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-06-29T14:43:31.540832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bbd2db44-cb9c-4fad-ac93-e019ec3452d8 · inbound

SCRUB-FL: Sanitizing and Cleansing Representations via Unlearning of Backdoors cites this paper.

SCRUB-FL: Sanitizing and Cleansing Representations via Unlearning of Backdoors FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T09:09:43.726674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4c799fbf-fe2f-4ebb-b7e3-cefec2428fa4 · inbound

FoggyTrust: Robust Federated Learning with Hierarchical Trust Networks cites this paper.

FoggyTrust: Robust Federated Learning with Hierarchical Trust Networks FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-07-01T19:06:02.940869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 236bb444-cf2c-46ec-8478-105157650cee · inbound

Secure-CHG: A Comprehensive Framework for Robust and Fair Federated Learning via Hybrid Defense and Contribution-Aware Trust cites this paper.

Secure-CHG: A Comprehensive Framework for Robust and Fair Federated Learning via Hybrid Defense and Contribution-Aware Trust FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T05:55:25.314578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 934c3014-3487-4814-95c8-f26d6e45a879 · inbound

SoK: Federated Learning for Intrusion Detection in Vehicular Networks cites this paper.

SoK: Federated Learning for Intrusion Detection in Vehicular Networks FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 45

Resolution: unresolved; no resolver link, observed 2026-07-14T08:20:27.345797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85c6ddae-5213-4720-985a-2dfd8db1998d · inbound

Integrity of peer-to-peer distributed LLM inference under malicious nodes cites this paper.

Integrity of peer-to-peer distributed LLM inference under malicious nodes FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T12:42:13.809417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e850bce5-1b06-4266-ab93-90e8c89da9fb · inbound

TOFD: Target-Oriented Feature Decoupling against Poisoning Attacks in Split Federated Learning cites this paper.

TOFD: Target-Oriented Feature Decoupling against Poisoning Attacks in Split Federated Learning FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T11:20:22.558479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 118ab531-29f2-48c8-8b95-8eda0f85d537 · inbound

Beyond Parameter Space: NTK-Guided Personalized Aggregation for Robust Federated Learning cites this paper.

Beyond Parameter Space: NTK-Guided Personalized Aggregation for Robust Federated Learning FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T00:20:47.929071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.