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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 2026-08-05T06:32:48.257954+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

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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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:2b9021b19e92a6db1a0c725745ac5305585a83de0fe2d36a240106ab0418e2d4

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:5c75fb4e10aa0c125eec1940cc8eced654f25a1754707d8e6f80b198a6e3a14e

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:1f83c41cedbbd1456a4f0efc62753e14cb3edcdd5df22e2b7a1ce99fdc5221b7

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:d62410ca8aadb4045385eef4f7e47cfbed67495e04a591fd7747bc80b8f1b051

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:22666e0d861eff3f255a44052b313793a554f20dcc6ec66ce0cc87b0d46661e3

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:ee27e1fe6cc3a3b0c965cec7f97d3587cb97f0e65e889581fbde3142297de70c

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:8414f7e90960a5d224733b3e4f4b73f6c0cfd155a06b30823f4e9cb1c80d0621

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
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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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:f4aa7c435628c34bf016f1904de21966190ea972d89065667afd75e40c7ffd76

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:d4151de28f7e0b2b98789fb7cd2f7214327d99ede9c6e4745d43152759650f28

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

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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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:8f285d36083461014483c5d4fad076b8241af425d3f8dca0242c183be1c23a67

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
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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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:b238e0a008ac97cdd1b5419c951003fd884e220f33f7eec861eb9c1eaa1dd08e

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:21df9b0af6920fda5f09b11480bb89a934e01e9a161754afabef16ec1b2ca5f7

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
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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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:5a0a3959011e703380dda1eb2dd5b34434981e0924859b28e80b4a83333d48df

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:a64e42aff284bf952a1775a2a55eefd10a9201cbdd1bcae715e0e64904285f0a

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:0fe27513a63b35cce33942eef0d0b540d0dd26d9fc3521a02708e710553356a2

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:2d7d08fb25adba1b73d2477da23679deb23c8de7f846fb6ebc713453d6ee6524

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:68b23edaa744bdc865f496d262cbe736af625b511f64fb9b6929c80288b46c1c

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:2e46657d3050bf2fcdead7d39318505bd7bbe7b4310f91d7c27f3f8eb775441d

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:a6f63ade1df01216ef4bfec139ccd3c0d532abad352f90e89a0fcaa1fbef9151

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:5595254c96e85bfb4a78ac3d7af4a55db3637be841e2b7d3271e190714a2abe2

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:3feb06d2c6c74aef1d90f229c949bec84953cfbffadd8e200589472e5682348e

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:cb528f3cf750282d0a26947eba458b9803c6bd280b8f437f1b1255ed73031f6b

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:73f9cd5a3fc3ff02aaf31b56dcb4ad8ea45bb3f2a221413a8377e220148f1aaf

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:231b330a13ed7888cebe80f902f25056804d1f93f6f289188ed2a40a637c032d

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:a63203e3818d19da8a3d8c5bc4878b20ede23d7e11746f77ef97f68367c186ff

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:0a4d1aeac7b94c0602d01c0dfdb45f2d9f45b6cf28b14957a0749f6cb899a745

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:4e931b0c2ca93f71044d5ceca724de54691fbc28f805d1c84a229dc9838647c6

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:a8c5a701159b1a3ac59d0edb1179ab55983f08cc0aaa74e3c057044a849c2715

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:5d8c891353b4d756f58a6bee70165cda663e5afb8baebe9a986bcd58e9dfb9d2

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:c77a0f2ed6c94815d2de76114d996c2582e1ab7ff383e8ea4a6f538b3452f576

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:114da1cc1c8bf27abf8d90cd5cb7b9c4c07180f7afb8ff9ab4000e26f59f6c3d

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:6ace8cc63c149e88b78b8fcd8286a1ab5c127abbfc5bddffed180f177ff38f7a

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:efc9e3e1a8cbcc6846b2c449d26d10a8d1d5359b2b254a1e83922f9c47b2acf8

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
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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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:f9fb2a9e92c9cd42c6adaa4e6b2cec7609b0c659b7b7b72dabed440706c29833

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:7724782549a2b1fd5a0aae493fdff66640bcee7d63b2f6a4768a725ff812fc6b

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:8bdde9fb67e5d106a47874fe77cebe96b4691c25e7cc45c95a4a2452de64fe44

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:b636f9728d86b6bb571f554b0c7cc68fed164690bb899a40c16df74ea2aaf0c1

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:54909b78afc3d0b5346ca98678eb8b107b67fcfb704cbce61eb09e90fae8456f

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:0df134a8e260f28b46885ca11f0be4ce340dc531d7d14e8d2d6459c536478926

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:06b3be1241b147e7c8fe08bbe97d6ad8c858a556a432a1b0191dfd433dc4e412

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:97b18277c39aed1b9606eaf2f968dedec3bc5628d609242f04b9e8cb4becdd11

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:390252325833736d49e5f674ca4a445e1c6b73f75ee8fa4bdf5e16e81fcf2bc1

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:4ad08092a31d8142db28e386939928de78eca160851a6b64314e528cf709d7b2

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:2547283208090374e71520bca1a88ca92a77e0815e9588d04912824a94349451

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:b7e47459f88a5c60bf1e42f11cbdb1d1ed5c83f17dbda0527d35b124d2a34151

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:9e49698684b65892a405cfa05600bd51fd2e53d55975bc8a7ef9211932f6e3ba

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T00:24:22.292451Z digest=sha256:d5679c32630d4b63f3e3d1673526223217fd73e52512db3a32cc9197a02695ba

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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-25T20:12:50.848080Z digest=sha256:87510e5754d52ac667cd1448d12a6be63c74cc356d4e705c27d661097f335fd4