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Paper Citation Record · LEDGER

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning

As of 6 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 1 inbound Pith citation observation for arXiv:2603.29328.

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

pith.paper-citation-record.v1
2603.29328 v3

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-14T00:24:22.292451Z

measured 48 of 48 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-25T20:12:50.848080Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-04T20:20:07.895964Z

Reference resolution

47 of 47 outbound references displayed

  • verified exact8
  • verified fuzzy38
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 882dfbaa-0c26-42ec-af41-a6c45864f567 · outbound

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

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning Communication-efficient learning of deep networks from decentralized data

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T00:28:30.854488Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:6226a5e98ad8a5ca354325e43f8f3f5382214ed736f53b45e8915ec2906b5993

Observation 18a3c7ab-f9ee-4ad7-b5fb-cba104c62473 · outbound

This paper cites Advances and open problems in federated learning.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning Advances and open problems in federated learning

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T00:28:30.913122Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:11a154027a19a0b9da246ecd0c0f14db4334e9245a9568bfe53535f21c3bf92e

Observation ce1b503d-c64b-44b9-b8e9-5ac81377a531 · outbound

This paper cites A survey on federated learning: The journey from centralized to distributed on-site learning and beyond.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning A survey on federated learning: The journey from centralized to distributed on-site learning and beyond

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T00:28:30.916475Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:097c07f2daec21dafcd5657d6404cdc66543dd636d100a49e3a5ab811b1b2b48

Observation 7663c081-3309-47fe-9a6e-bc499a68218b · outbound

This paper cites The federation strikes back: A survey of federated learning privacy attacks, defenses, applications, and policy landscape.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning The federation strikes back: A survey of federated learning privacy attacks, defenses, applications, and policy landscape

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T00:28:30.920668Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:3bddc8eac6dab47412fe55200bc04fb778f99eee811b790fa4029ebb97a8e49f

Observation 9a1ef0c6-b1d9-42c8-a197-b7d9237d5ef2 · outbound

This paper cites Leak and learn: An attacker’s cookbook to train using leaked data from federated learning.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning Leak and learn: An attacker’s cookbook to train using leaked data from federated learning

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T00:28:30.909490Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:8af7d1397584c77ff768df01442a19d98eb91588eadce9d0d12c391042adaebc

Observation afe8aa4a-5f71-45c7-b256-36a92c0e315c · outbound

This paper cites Federated learning: Strategies for improving communication efficiency.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning Federated learning: Strategies for improving communication efficiency

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T00:28:30.901659Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:111aba20b6d97c1637aae444f0ad8402bc431a231dd1249452ed8f205b1c52bd

Observation 1d4b439e-b777-4b40-8173-112fd3137d91 · outbound

This paper cites Federated Learning for Mobile Keyboard Prediction.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning Federated Learning for Mobile Keyboard Prediction

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-14T00:28:30.114183Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:dbadaf1b1fcf25852fbb09e6336973d50830962afb67b1e2bc6c836ffc42e723

Observation b2a2e21c-d935-4022-9ef8-3b57a90935fb · outbound

This paper cites The resource problem of using linear layer leakage attack in federated learning.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning The resource problem of using linear layer leakage attack in federated learning

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T00:28:30.898069Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:540bb5a086842e88075d8e2e94d92521097b2d17d2abcee8a1e7a8738ac4bef4

Observation 2bfbdfdb-3fdf-4b79-9870-3956f4a19992 · outbound

This paper cites Loki: Large-scale data reconstruction attack against federated learning through model manipulation.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning Loki: Large-scale data reconstruction attack against federated learning through model manipulation

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T00:28:30.905358Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:50c544251f3014b3f81594f8724a2668d427ac95ea68b4ed77cb2c8aef9e3b6e

Observation 67deb057-6817-4f94-a370-82bb9d0288fc · outbound

This paper cites Federated opti- mization in heterogeneous networks.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning Federated opti- mization in heterogeneous networks

Reference 10

Resolution
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raw_fallback, observed 2026-05-14T00:28:30.924562Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:eaad306f713e53f0e387d79b795f8b2d465815b006b1925b1dc1a424cc8caec2

Observation aea4b210-bc7f-43ce-ae6f-61e45537079c · outbound

This paper cites How to backdoor federated learning.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning How to backdoor federated learning

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T00:28:30.932694Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:e479930a8fa230208140ad5ac944ef4de6958663fc0957d800576e5081230f7d

Observation 081048ff-c413-4953-8fe3-74e187f5c97c · outbound

This paper cites Analyzing federated learning through an adversarial lens.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning Analyzing federated learning through an adversarial lens

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T00:28:30.894472Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:37f28cdc51fdf5d0c700d3306a9eedf0f409154a63b4b6db84e633d769119db5

Observation ebcd0ea0-cda3-4a0c-8050-8d1b8ed9964e · outbound

This paper cites Attack of the tails: Yes, you really can backdoor federated learning.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning Attack of the tails: Yes, you really can backdoor federated learning

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T00:28:30.886445Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:8973705cf203936e2d557d9a1be3ba0171d30dd245b8d61e92b9d973f22cc413

Observation 3eeb1038-8ca5-4d3d-97f0-493989dada61 · outbound

This paper cites Badnets: Identifying vulnerabilities in the machine learning model supply chain.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning Badnets: Identifying vulnerabilities in the machine learning model supply chain

Reference 14

Resolution
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raw_fallback, observed 2026-05-14T00:28:30.890781Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:a4109383ba6ded69e33101c9c0403ff6f1687e5cd33f24603cd1a917a0c504a9

Observation d36fc115-86fc-4216-b2aa-d37ceb9ee808 · outbound

This paper cites Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-14T00:38:55.062440Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:df74e9eb3d6ded70666f4736a4dbbe8f7d2ebc5f8e8f38891ac9267c37d113ce

Observation 683a7912-a443-44cd-b088-12142551425c · outbound

This paper cites Trojaning attack on neural networks.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning Trojaning attack on neural networks

Reference 16

Resolution
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raw_fallback, observed 2026-05-14T00:28:30.929136Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:8b5925443bc1088fa0ff8d64209026cfa4bd52e3ca9629a568a8c93e6ae1bf02

Observation a9768e4a-ea32-4277-aa2a-354c0fcda4f8 · outbound

This paper cites DBA: Distributed backdoor attacks against federated learning.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning DBA: Distributed backdoor attacks against federated learning

Reference 17

Resolution
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raw_fallback, observed 2026-05-14T00:28:30.874600Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:bc9b95ce2f2c80cd9e96d55883806fc3fba100d7a439e23efd6b5b2842c35828

Observation f88f8bd4-ce56-4c76-9efa-bad66b655547 · outbound

This paper cites Machine learning with adversaries: Byzantine-tolerant gradient descent.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning Machine learning with adversaries: Byzantine-tolerant gradient descent

Reference 18

Resolution
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raw_fallback, observed 2026-05-14T00:28:30.851234Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:6403136f89dc0acdd34e15dc67010e6957bf45284fa1033f11385532e2bcfd87

Observation 6455a628-35d4-4114-871f-84816da11218 · outbound

This paper cites Byzantine- robust distributed learning: Towards optimal statistical rates.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning Byzantine- robust distributed learning: Towards optimal statistical rates

Reference 19

Resolution
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raw_fallback, observed 2026-05-14T00:28:30.878436Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:044578fcf35fc04d4a5c44a48c0903a3cd4437534e701fbb8e3df5005d264041

Observation e7ccd6c7-06ed-47c8-9680-1ee7c543dfc7 · outbound

This paper cites Hidden trigger backdoor attacks.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning Hidden trigger backdoor attacks

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T00:28:30.836335Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:d638e4ead1d83a9c72221a446e94e0e73d935cc68877dd6684a16074a16c135b

Observation 73a6dc7f-1038-4e91-9437-11e535534d62 · outbound

This paper cites Back- door attacks against deep learning systems in the physical world.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning Back- door attacks against deep learning systems in the physical world

Reference 21

Resolution
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raw_fallback, observed 2026-05-14T00:28:30.825121Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:674cde1115ecbc3f1288f8413ed05f28423bb978f711fad1321b145c80fe35eb

Observation 8a0e8f75-af7b-48fa-8268-47451f8f011c · outbound

This paper cites How to backdoor diffu- sion models?.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning How to backdoor diffu- sion models?

Reference 22

Resolution
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raw_fallback, observed 2026-05-14T00:28:30.828636Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:60096040c06efc3dd9d7d64d24aadc433c995474f3a89baab6ddb386aea85b25

Observation 433190c1-956b-4574-bd7f-5e6029fe1322 · outbound

This paper cites Just how toxic is data poisoning? a unified bench- mark for backdoor and data poisoning attacks.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning Just how toxic is data poisoning? a unified bench- mark for backdoor and data poisoning attacks

Reference 23

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raw_fallback, observed 2026-05-14T00:28:30.817652Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:a9ae18fcce7293cfa31c10593323f68e8d0d37d3f2f4ff0165f9b64f13b8c4fc

Observation f9d6480a-7f99-4bcf-b94d-b4bd1396c21e · outbound

This paper cites Backdoorbench: A comprehensive benchmark of back- door learning.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning Backdoorbench: A comprehensive benchmark of back- door learning

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T00:28:30.821530Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:f2930c87598de0b3896ae167a16467e78c1f6264c545ea70672fb0382c8390aa

Observation ee4264ed-e04b-4241-b40f-26e3399898ad · outbound

This paper cites Label-Consistent Backdoor Attacks.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning Label-Consistent Backdoor Attacks

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-05-14T00:28:30.127480Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:4142b91780225a746afa37988a5da040d6e0150b9dca15b53506ff960c118952

Observation 110d5a18-c0a1-4813-b006-5f588f374e06 · outbound

This paper cites Backdoor learning: A survey.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning Backdoor learning: A survey

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T00:28:30.839913Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:06a526fd9565ae7be36986307d42824f8e37db55f420ff8d51d88ddae252f4ad

Observation aaa57585-477e-4ee7-a804-edb3dfc2e844 · outbound

This paper cites Reflection backdoor: A natural backdoor attack on deep neural networks.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning Reflection backdoor: A natural backdoor attack on deep neural networks

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T00:28:30.813713Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:4822542abd1917942db0df5673b6cafafe90e0083ffe768004b0e81eeae76f78

Observation 68fcf10b-cefb-4679-9712-480c50a42cf8 · outbound

This paper cites Lira: Learnable, im- perceptible and robust backdoor attacks.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning Lira: Learnable, im- perceptible and robust backdoor attacks

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T00:28:30.843531Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:2d8b1b40d7fbcf91d35dc82b01e97d640645fff21f8197cc3b96bf56b83fe6cd

Observation 0e15fe37-74ca-4b1a-bcfb-f3a33e6a8021 · outbound

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

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning Invisible backdoor attacks on deep neural networks via steganography and poisoning

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T00:28:30.832211Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:3a70ef23e45cc76d0adc9381063c388aa22f9b935b5d9005a7872c37999d3751

Observation 56f4525e-cead-4cf7-902e-e5fac457a333 · outbound

This paper cites Can You Really Backdoor Federated Learning?.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning Can You Really Backdoor Federated Learning?

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-05-14T00:28:30.102453Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:d894dfbe0d07e266fe802b2633f84b13061f5768e03ae0a1ed6bfc576b89fc4b

Observation 43f70365-b310-40fe-a532-d50ecb287027 · outbound

This paper cites Know Your Space: Inlier and Outlier Construction for Calibrating Medical OOD Detectors.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning Know Your Space: Inlier and Outlier Construction for Calibrating Medical OOD Detectors

Reference 31

Resolution
verified exact
arxiv_id, observed 2026-05-14T00:28:30.138133Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:672369ec468392391ca42f22710a9b2d95e38338176a2928a7644bb9a37d12d9

Observation 426f5c5a-d4bc-447c-a4f3-978316fba770 · outbound

This paper cites The hidden vulnerability of distributed learning in byzantium.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning The hidden vulnerability of distributed learning in byzantium

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T00:28:30.806073Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:651bcac229e18e0b0093d06e0ab745e15b8c76932d53037573389ace67bb78ba

Observation 86f7f1d4-37f7-4995-92f2-1b8f151a849b · outbound

This paper cites Flame: Taming backdoors in federated learning.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning Flame: Taming backdoors in federated learning

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T00:28:30.802100Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:c455f2f24f68e347c6bbe727652fe5645cfccb775fcbefaba70e3c9ba65ab5a2

Observation 01ee5491-584f-41fc-b28d-2d3276252fc5 · outbound

This paper cites Flair: Defense against model poisoning attack in federated learning.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning Flair: Defense against model poisoning attack in federated learning

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T00:28:30.863160Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:bf9932e4228c1a34ee241b14ed0bd38ad964c213161ccb039c90b341244ba3d9

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

This paper cites FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping.

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:18989c57d43579ed1b2c29bbe5d6b5b925dc686678558b2cf0580b979c476e84

Observation 53a3821b-d806-415e-b469-6940298a1018 · outbound

This paper cites Fedinv: Byzantine- robust federated learning by inversing local model updates.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning Fedinv: Byzantine- robust federated learning by inversing local model updates

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T00:28:30.867248Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:f736579b99a31ff74222b2c4dc3e5624514735f1528b925f92b866c20f054a5c

Observation 1e230d13-6e28-44b3-8696-23a3f1ffff6b · outbound

This paper cites Sear: Secure and efficient aggregation for byzantine-robust federated learning.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning Sear: Secure and efficient aggregation for byzantine-robust federated learning

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T00:28:30.847709Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:9a6951b12bef8e03f910ce721f12abab9478ab258d37e4466053544918f52dd4

Observation c152e7f4-b672-4ff4-9651-88f6b182ecc4 · outbound

This paper cites Byzantine-robust decentralized federated learning.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning Byzantine-robust decentralized federated learning

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T00:28:30.797880Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:34fa65dbcda8101f77a575afa59f5efd426fcd02d12ea9d839a4130d189e05a2

Observation 6198d40c-c662-4d06-b7b9-397850fecd4a · outbound

This paper cites Filterfl: Knowledge filtering-based data-free backdoor defense for federated learning.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning Filterfl: Knowledge filtering-based data-free backdoor defense for federated learning

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T00:28:30.794016Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:f9a279f5195fd4803bb184c49caacdfc0f4ea3061f4487e609fb513c4b9caae4

Observation f2617ed1-995f-4ea2-98ea-59a1ec99b12e · outbound

This paper cites Guiding instruction-based image editing via multimodal large language models.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning Guiding instruction-based image editing via multimodal large language models

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T00:28:30.870943Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:bfd1d3c210e1d170072ac6e07748762b66035ac658ac1da7382c49bd9e26d3d8

Observation 94d733f7-2d5f-4cf0-9d15-5dd6e13c691a · outbound

This paper cites On the out-of-distribution backdoor attack for federated learning.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning On the out-of-distribution backdoor attack for federated learning

Reference 41

Resolution
verified exact
arxiv_id, observed 2026-05-14T00:28:30.090201Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:f9b46261fcd6b6b1fce968e7840cf5dace395c7522ffc7c4dda351bfdecb6344

Observation c3627de6-714b-48dd-9c46-d726735ad760 · outbound

This paper cites A physical backdoor attack against practical federated learning.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning A physical backdoor attack against practical federated learning

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T00:28:30.790205Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:ea851a13b94aa4958365e8589187dadb21583c99d94e1d4f2d04e9a2f3246933

Observation 847248ef-723d-4159-abde-9d6d19d98996 · outbound

This paper cites Deep residual learning for image recognition.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning Deep residual learning for image recognition

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T00:28:30.882487Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:9e70eb7a9e7d29216082c0a5637c4a25843105ba06bb9a878dcbc0308ebaab47

Observation ea61691e-c6e8-45fc-b606-1492c185665c · outbound

This paper cites Very Deep Convolutional Networks for Large-Scale Image Recognition.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 44

Resolution
verified exact
local_arxiv, observed 2026-05-14T00:28:30.132480Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:4c27cf431490676d3313b8d6346fed07bcbecd34156f708d781cb1274ce3ebe5

Observation 13fcee32-7ebe-4438-b6be-a8c03ec1a60e · outbound

This paper cites Deep learning face attributes in the wild.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning Deep learning face attributes in the wild

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T00:28:30.809926Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:53fb91dc5a5619f6dd4ca4329036a3a4f6108100718560cc452ebec17cd176a2

Observation cb1ccd3e-011a-4e17-9873-4d0f1e5346aa · outbound

This paper cites Man vs. computer: Benchmarking machine learning algorithms for traffic sign recognition.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning Man vs. computer: Benchmarking machine learning algorithms for traffic sign recognition

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T00:28:30.785752Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:0607dca054f149502d17f155e6286597f6ba9e257edc8ad1796aaa7a2eba6973

Observation 3a919862-062a-4b48-aa91-1c7e02282044 · outbound

This paper cites UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction.

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

Reference 47

Resolution
verified exact
local_arxiv, observed 2026-05-14T00:28:30.096008Z

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.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:18937ac110d2e947b291119980096e35a5e5794f2841347da434ae2146dff93e

Pith citing papers

Observation b2616209-47eb-4f4f-9373-a8702bc9eac5 · inbound

Color Matters: Trigger Color Affects Success in Federated Backdoor Attacks cites this paper.

Color Matters: Trigger Color Affects Success in Federated Backdoor Attacks Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning

Reference 26

Resolution
verified exact
local_arxiv, observed 2026-07-04T20:20:07.897326Z

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.

source=pdf_text observed=2026-06-25T20:12:50.848080Z digest=sha256:2fa182def462947f3954c8253f3584000d31186ecbce143d8494a8c6c134c4cf