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Paper Citation Record · LEDGER

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks

As of 17 August 2026, this Paper Citation Record lists 91 of 91 outbound references and 1 inbound Pith citation observation for arXiv:2504.12806.

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

pith.paper-citation-record.v1
2504.12806 v2

Coverage vector

measured 91 of 91 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:30:12.966308Z

measured 92 of 92 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-20T22:26:40.181507Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T22:29:09.550003Z

Reference resolution

91 of 91 outbound references displayed

  • verified exact9
  • verified fuzzy29
  • unresolved48
  • parse uncertain0
  • malformed identifier4
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c62e4776-bcad-4224-9d73-0e051575fc9d · outbound

This paper cites The future of quantum computing with superconducting qubits,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks The future of quantum computing with superconducting qubits,

Reference 1

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Observation 20f3907d-3a9b-4d31-8f03-63abdd648dd3 · outbound

This paper cites Nisq computing: where are we and where do we go?.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Nisq computing: where are we and where do we go?

Reference 2

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source=pdf_text observed=2026-08-16T12:30:12.511622Z digest=sha256:79983f0a024cad960bc0336ba47a46aabd70600480745456d409020dcba03352

Observation bc3f7d2c-8e64-4887-9d39-7f73d6a5b811 · outbound

This paper cites Recent advances in quantum computing for drug discovery and development,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Recent advances in quantum computing for drug discovery and development,

Reference 3

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source=pdf_text observed=2026-08-16T12:30:12.516716Z digest=sha256:11ff2c7eb5d0cdc4eab2abafab48f078e0672993af9e39a1e3d295e3a0c60898

Observation a2e6549e-152d-46f5-8d80-c36a4a12bee7 · outbound

This paper cites Advancements in quantum computing—viewpoint: Building adoption and competency in industry,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Advancements in quantum computing—viewpoint: Building adoption and competency in industry,

Reference 4

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source=pdf_text observed=2026-08-16T12:30:12.521214Z digest=sha256:467085ccdee12fabcddbb23625117c3719e82b473beb5bdd9ed4605382fe6176

Observation 632dc074-21dc-4a5c-99b8-98e200ac901f · outbound

This paper cites Interferometric single-shot parity measurement in inas–al hybrid devices,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Interferometric single-shot parity measurement in inas–al hybrid devices,

Reference 5

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source=pdf_text observed=2026-08-16T12:30:12.525403Z digest=sha256:97dcaf137d005326f0f621087ae8b0717606cd984f9c56a1e57e458970984665

Observation 26a6c625-96f3-40f6-b718-3b5f0a98ce8c · outbound

This paper cites Certified randomness using a trapped-ion quantum processor,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Certified randomness using a trapped-ion quantum processor,

Reference 6

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source=pdf_text observed=2026-08-16T12:30:12.530668Z digest=sha256:4e68e114cf4bb9169d7390f16590e4fb09ef303c17b660d7dca740f1ad2fc457

Observation 2b43a668-6063-4449-a769-fde5d3f9be21 · outbound

This paper cites Quantum support vector machine for big data classification,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Quantum support vector machine for big data classification,

Reference 7

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source=pdf_text observed=2026-08-16T12:30:12.535933Z digest=sha256:c94ec4e53334c70af1a233962000c82725c86bfa2678a41254e9406d97cf6f10

Observation 44e5a812-9b7a-466a-be47-fda9462d15e1 · outbound

This paper cites Training deep quantum neural networks,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Training deep quantum neural networks,

Reference 8

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source=pdf_text observed=2026-08-16T12:30:12.540676Z digest=sha256:b2acffd69db42cfc53f39fa634b2cdc535446536a49937e2075fc9488a4f5c4b

Observation 1fc78d65-198a-4273-b111-e01ef3533153 · outbound

This paper cites Experimental quantum speed-up in reinforcement learning agents,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Experimental quantum speed-up in reinforcement learning agents,

Reference 9

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Observation 578a9019-aa77-4a4e-8c7a-2abdd99a1cb8 · outbound

This paper cites Meta-genetic programming for static quantum circuits,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Meta-genetic programming for static quantum circuits,

Reference 10

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Source-reported events for the cited work

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Observation f0eba5b2-69cf-4091-8dd1-3be50d3556ec · outbound

This paper cites Quantum Mixed-State Self-Attention Network.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Quantum Mixed-State Self-Attention Network

Reference 11

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Observation 5ff4c36c-e9ad-4679-a53c-d0ba929040ce · outbound

This paper cites Supervised quantum machine learning models are kernel methods.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Supervised quantum machine learning models are kernel methods

Reference 12

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source=pdf_text observed=2026-08-16T12:30:12.559177Z digest=sha256:6da8315a26a0e911e903ff468f0d8d77941bcf4d0fb761b34d802bc674a9f0d5

Observation e4082d12-cff7-4696-aa70-aac597802bfd · outbound

This paper cites Quantum circuit architecture search for variational quantum algorithms,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Quantum circuit architecture search for variational quantum algorithms,

Reference 13

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Observation 4dd0f36e-c524-4fa0-83c3-d69cf6248115 · outbound

This paper cites Variational quantum algorithms,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Variational quantum algorithms,

Reference 14

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source=pdf_text observed=2026-08-16T12:30:12.568610Z digest=sha256:b6315d4234b86f11bdb9e3ac43b94fe3bfaae138053f6c1c3312fe5f7da760c4

Observation 9062dedf-633c-4059-96ae-152d5c023a3d · outbound

This paper cites Eval- uating analytic gradients on quantum hardware,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Eval- uating analytic gradients on quantum hardware,

Reference 15

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source=pdf_text observed=2026-08-16T12:30:12.573250Z digest=sha256:64a1f8c7d7109049e4d5b6b86f0cff78301a1f2ef806e1a4d174502d6a2a2408

Observation bdf89fcf-19b0-492c-a016-b5ec7aefc2c0 · outbound

This paper cites Hybrid quantum neural networks show strongly reduced need for free parameters in entity matching,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Hybrid quantum neural networks show strongly reduced need for free parameters in entity matching,

Reference 16

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Observation d59c030b-ded0-46b5-87ea-ec979be54a9c · outbound

This paper cites Challenges and opportunities in quantum machine learning,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Challenges and opportunities in quantum machine learning,

Reference 17

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Observation b9718c2c-9711-40aa-a650-a5174374c98f · outbound

This paper cites Quantum machine learning in high energy physics,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Quantum machine learning in high energy physics,

Reference 18

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Observation ea46d23b-801b-4654-ae5d-bfd5ad9f8079 · outbound

This paper cites Practical application of quantum neural network to materials informatics,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Practical application of quantum neural network to materials informatics,

Reference 19

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Observation db085cd8-62c2-406f-825d-754a34e1079a · outbound

This paper cites Quantum machine learning for chemistry and physics,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Quantum machine learning for chemistry and physics,

Reference 20

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Observation 8a060bd0-ab1e-4765-a881-0926250af29d · outbound

This paper cites Barren plateaus in quantum neural network training landscapes,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Barren plateaus in quantum neural network training landscapes,

Reference 21

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Observation fab09ab8-4378-406b-bb3f-e022844b1399 · outbound

This paper cites Barren plateaus in variational quantum computing,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Barren plateaus in variational quantum computing,

Reference 22

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Observation 69126b4d-8d67-476d-98dc-3d39a2538cdd · outbound

This paper cites Avoiding local minima in variational quantum eigensolvers with the natural gradient optimizer,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Avoiding local minima in variational quantum eigensolvers with the natural gradient optimizer,

Reference 23

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Observation a480169d-add9-4d93-adaa-a1934fc68e6d · outbound

This paper cites Adam: A method for stochastic optimization,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Adam: A method for stochastic optimization,

Reference 24

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Observation 84b2b374-3f86-48bb-a2d0-0be0bd19d381 · outbound

This paper cites On the limited memory bfgs method for large scale optimization,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks On the limited memory bfgs method for large scale optimization,

Reference 25

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Observation 7180b6f1-702d-43e8-865d-d49899649480 · outbound

This paper cites Natural gradient works efficiently in learning,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Natural gradient works efficiently in learning,

Reference 26

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Observation 10ebb72f-9782-4738-8b85-c86e087457ee · outbound

This paper cites Expressive variational quantum circuits provide inherent privacy in federated learning.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Expressive variational quantum circuits provide inherent privacy in federated learning

Reference 27

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Observation 56080f73-c415-4844-820f-67a70e79e2fc · outbound

This paper cites Enhancing quantum adversarial robustness by randomized encodings,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Enhancing quantum adversarial robustness by randomized encodings,

Reference 28

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Observation db940a24-da18-4e55-aae5-69eb68462416 · outbound

This paper cites Bridging quantum computing and differential privacy: Insights into quantum computing privacy,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Bridging quantum computing and differential privacy: Insights into quantum computing privacy,

Reference 29

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Observation 392544a2-6a3e-43e7-940c-0bb07ef2e9da · outbound

This paper cites Communication-Efficient Learning of Deep Networks from Decentralized Data,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Communication-Efficient Learning of Deep Networks from Decentralized Data,

Reference 30

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Observation 74e258cb-4960-4e76-8338-bbf4c1d7d9b5 · outbound

This paper cites Training Classical Neural Networks by Quantum Machine Learning.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Training Classical Neural Networks by Quantum Machine Learning

Reference 31

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Observation 60167e0a-5bc2-4aca-aedc-357480f4d44e · outbound

This paper cites Generating quantum feature maps for SVM classifier.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Generating quantum feature maps for SVM classifier

Reference 32

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Observation 7737f6fa-5d3c-4626-b9b6-204891f4e358 · outbound

This paper cites Benchmarking quantum machine learning kernel training for classification tasks.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Benchmarking quantum machine learning kernel training for classification tasks

Reference 33

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Observation ebf19615-95a2-4c3d-ba81-f87a1768b57c · outbound

This paper cites Oppor- tunities of federated learning in connected, cooperative, and automated industrial systems,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Oppor- tunities of federated learning in connected, cooperative, and automated industrial systems,

Reference 34

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Observation 5e512a09-7362-4d27-8676-425e364fa0c4 · outbound

This paper cites Real-time end-to-end federated learning: An automotive case study,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Real-time end-to-end federated learning: An automotive case study,

Reference 35

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Observation cc83b625-dfc4-4736-98a4-53954c0e4830 · outbound

This paper cites A profit-maximizing data marketplace with differentially private federated learning under price competition,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks A profit-maximizing data marketplace with differentially private federated learning under price competition,

Reference 36

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Observation 434bf21c-f2dc-4e90-b008-e7cd7e481139 · outbound

This paper cites Alphafold is running out of data - so drug firms are building their own version,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Alphafold is running out of data - so drug firms are building their own version,

Reference 37

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Observation d0348573-1dee-4a87-b4c9-8c1e1e6f49a5 · outbound

This paper cites A survey on federated learning systems: Vision, hype and reality for data privacy and protection,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks A survey on federated learning systems: Vision, hype and reality for data privacy and protection,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:30:14.353193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T12:30:12.689343Z digest=sha256:87b05d402fce2bd104116afb6aa6cae82da7fd34932c2a8b79f990f11d78880e

Observation b1a57994-0d37-4000-8070-99d34ebc719a · outbound

This paper cites Model aggregation techniques in federated learning: A comprehensive survey,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Model aggregation techniques in federated learning: A comprehensive survey,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:30:14.336082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T12:30:12.695229Z digest=sha256:c1755458aad92d3ec07dbd26798a59b584439ac60edc51c92327a00a1feb2f7d

Observation 76c8bedc-bde6-426b-886b-e03b99716f9a · outbound

This paper cites Threats to federated learning: A survey,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Threats to federated learning: A survey,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:30:14.320943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T12:30:12.700831Z digest=sha256:89f42e0d2403e19f9f6009a08adde116608e0ea2e7c577b71e67402ee846a9ce

Observation 5f3bc98d-d19b-4c2c-a542-c10c8c47c57d · outbound

This paper cites Federated learning with differential privacy: Algorithms and performance analysis,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Federated learning with differential privacy: Algorithms and performance analysis,

Reference 41

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unresolved
no resolver link, observed 2026-08-16T12:30:12.714824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:30:12.714824Z digest=sha256:a2909922e19b95c0b113e3a04781d465526cab149d3ff0594e32c71472943fc1

Observation 011dfe58-ac62-400d-a23f-7145cde75864 · outbound

This paper cites A survey on security and privacy of federated learning,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks A survey on security and privacy of federated learning,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:30:14.294346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T12:30:12.721202Z digest=sha256:a399d05acdedb92046b0acccca4b6a26288d34dd755d820bdc0e57fa2d37faa5

Observation 73a7121c-62dd-449d-a4a8-3cfd85d2cb57 · outbound

This paper cites Deep Leakage from Gradients.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Deep Leakage from Gradients

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-16T12:30:12.725959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:30:12.725959Z digest=sha256:c1eadd8661428f1bb58a1bd33442f5ecd0eeeb6229403683da963f0a1766a9aa

Observation 1a9b9164-61de-4beb-8451-618c0f915957 · outbound

This paper cites Inverting Gradients -- How easy is it to break privacy in federated learning?.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Inverting Gradients -- How easy is it to break privacy in federated learning?

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-16T12:30:12.730708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:30:12.730708Z digest=sha256:bcadc03fae06ee5e806c71bbefcca17ad82e33f2b7e107bec9b85f2da73ab9af

Observation 510ffcd7-2698-4aca-aa09-1d997d4bd917 · outbound

This paper cites Mixing gradients in neural networks as a strategy to enhance privacy in federated learning,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Mixing gradients in neural networks as a strategy to enhance privacy in federated learning,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:30:14.280356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T12:30:12.738547Z digest=sha256:6afdb434b738f031d22c20e381ffcbe6c781ee5769d48adc6a77b5e0762f5cc2

Observation e5094306-2655-46f1-ab0a-d9508bf6043c · outbound

This paper cites Inverting gradients - how easy is it to break privacy in federated learning?.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Inverting gradients - how easy is it to break privacy in federated learning?

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:30:14.264572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T12:30:12.742610Z digest=sha256:597f8a21be86641f54a351f0f438fcb10b49e9bf28d1753a3fb5c94f968b2c0c

Observation e1a622d9-5e2e-4d75-b465-a44b18036142 · outbound

This paper cites See through gradients: Image batch recovery via gradinversion,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks See through gradients: Image batch recovery via gradinversion,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:30:14.247600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T12:30:12.747577Z digest=sha256:2dd729de48564df52437fd22e163c6b54d3cba8d701d404cd9945b28b3b39828

Observation 5b6e9863-fc87-4ecb-a7be-6df4f269629e · outbound

This paper cites The secret revealer: Generative model-inversion attacks against deep neural networks,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks The secret revealer: Generative model-inversion attacks against deep neural networks,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:30:14.228272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T12:30:12.753188Z digest=sha256:5dbdb5161662baa0c38498b275d7e8ae8e725b8299c5172346e07d224e2c60ad

Observation cf14fe5a-77ba-4ff9-a18e-eb5346763400 · outbound

This paper cites An analysis of the vulnerability of two common deep learning- based medical image segmentation techniques to model inversion attacks,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks An analysis of the vulnerability of two common deep learning- based medical image segmentation techniques to model inversion attacks,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:30:14.211936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T12:30:12.758375Z digest=sha256:ffdf1c988b237636a8d043daa3b4990e1b07f9026278f1bb711b518a45330fff

Observation d1e53862-5259-4ec0-8ca2-8731754beb91 · outbound

This paper cites Model inversion attacks against graph neural networks,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Model inversion attacks against graph neural networks,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:30:14.194360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T12:30:12.762804Z digest=sha256:b87cb241eeacdbba202dba1a820c1f7f006e77a281fb497bbfcd25b4ac46243a

Observation ab2355a7-d568-4d56-929b-4a4496a963de · outbound

This paper cites Model inversion attacks that exploit confidence information and basic countermeasures,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Model inversion attacks that exploit confidence information and basic countermeasures,

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-16T12:30:12.767546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:30:12.767546Z digest=sha256:6c42b8dcd92ebf8aba3d6cdb904aafb08818b292da9f26ec90a70b7917d9ce8c

Observation 36af8db0-e3f2-46c2-89a0-8546a36b8163 · outbound

This paper cites BatchCrypt: Efficient homomorphic encryption for Cross-Silo federated learning,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks BatchCrypt: Efficient homomorphic encryption for Cross-Silo federated learning,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:30:14.181059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T12:30:12.771824Z digest=sha256:c811eb95c8d02fe757980dc8a535768babd8d9865ad9c0125eefb3ec8a5dddfe

Observation 6d0a446c-ae6d-47d4-a8be-449649161420 · outbound

This paper cites Ho- momorphic encryption-based privacy-preserving federated learning in iot-enabled healthcare system,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Ho- momorphic encryption-based privacy-preserving federated learning in iot-enabled healthcare system,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:30:14.167495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T12:30:12.777665Z digest=sha256:8683d892f9a3beca805131fdc45c777cdeb275438f4806b1aa74afd2ca321c7f

Observation ec080438-c2f9-473a-a270-8181672e890a · outbound

This paper cites Privacy-preserving federated learning based on multi-key homomorphic encryption,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Privacy-preserving federated learning based on multi-key homomorphic encryption,

Reference 54

Resolution
malformed identifier
no resolver link, observed 2026-08-16T12:30:12.782266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:30:12.782266Z digest=sha256:4cf28c826119f953b5241f1018d8aec57556d7b13d4a4f79b718d5b9183a0de0

Observation 845f4234-e332-4597-ad2f-4e584fd5e604 · outbound

This paper cites Privacy- preserving quantum federated learning via gradient hiding,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Privacy- preserving quantum federated learning via gradient hiding,

Reference 55

Resolution
verified exact
doi, observed 2026-08-16T12:30:13.134980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T12:30:12.786951Z digest=sha256:2f75fcdb2db881a304595b3515aac75d0ae09df57fdf3b3de7a78a18e43bf5eb

Observation 2f2329eb-f890-46b5-9c15-b039e4aeb5e3 · outbound

This paper cites Quantum federated learning with decen- tralized data,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Quantum federated learning with decen- tralized data,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:30:14.151401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T12:30:12.792962Z digest=sha256:c034f08905988290f53d139f67d572156a3098d3c8636ca48e04c4c16bf36b86

Observation 72a6799b-298a-4eeb-8255-c03fbfe67c8e · outbound

This paper cites Federated quantum machine learning,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Federated quantum machine learning,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:30:14.133387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T12:30:12.797140Z digest=sha256:369e3d575f34740f1c252ebf290a0b55a2b0851c731ee666503a7cd267d199f1

Observation a607cc45-3bbf-4eaa-b1aa-78595b939c90 · outbound

This paper cites Gradient-based learning applied to document recognition,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Gradient-based learning applied to document recognition,

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-16T12:30:12.802851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:30:12.802851Z digest=sha256:9314e6fae2f43c55d51535e3f2e8d1aaa9a28f09430550d816f97b8e5cfb8498

Observation f70e8a98-c860-45df-b6d3-6a6579ed25dc · outbound

This paper cites Credit card fraud detection,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Credit card fraud detection,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:30:14.092376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T12:30:12.806968Z digest=sha256:1879cc617b4abe0c1ae53e66c10c484b3247dcb5dd2200ad5202a7d958417495

Observation 905fd3a8-2420-4101-a379-1c4a1f38d982 · outbound

This paper cites Quantum federated learning through blind quantum computing,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Quantum federated learning through blind quantum computing,

Reference 60

Resolution
verified exact
doi, observed 2026-08-16T12:30:13.111498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T12:30:12.811651Z digest=sha256:8989c5d734a4354b00795f68616fe3eff3c78b04f13aee8a3b5123a5a6b991a5

Observation 1dccd8a4-39b4-4b91-91e3-ca0953f2d169 · outbound

This paper cites Prospects of Privacy Advantage in Quantum Machine Learning.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Prospects of Privacy Advantage in Quantum Machine Learning

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-16T12:30:12.816800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:30:12.816800Z digest=sha256:a7a246100d3bf4665a52852800817bd5f2d4e6f088facc8560db34a3a15f6737

Observation faffcdfc-aeeb-44e9-b6f1-e8b017c2fe94 · outbound

This paper cites Decentralizing feature extraction with quantum convolutional neural network for automatic speech recognition,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Decentralizing feature extraction with quantum convolutional neural network for automatic speech recognition,

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-16T12:30:12.827781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:30:12.827781Z digest=sha256:143e4fc3ee94bdfdb84f07db600d42e9007f4ceb32a03706f226db2a7845c2de

Observation 236dbd26-8e58-433c-9875-ef59d801df48 · outbound

This paper cites Quantum machine learning with differential privacy,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Quantum machine learning with differential privacy,

Reference 63

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unresolved
no resolver link, observed 2026-08-16T12:30:12.834096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:30:12.834096Z digest=sha256:8630e7ade23c8f6571d6afa38e30d03a20127807c235bf7eab2a8ef36200c06a

Observation 05967e6a-3a88-4589-8ea6-bff0c1721b98 · outbound

This paper cites Quantum differential privacy: An information theory perspective,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Quantum differential privacy: An information theory perspective,

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:30:14.076287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T12:30:12.839666Z digest=sha256:0cb9428782e9f88ccb87561a0f652759ea9b24f0bb599fe6d1c15048e2f59388

Observation 529009e8-a2ed-478a-9a23-91a3b450c0ce · outbound

This paper cites Federated quantum machine learning with differential privacy,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Federated quantum machine learning with differential privacy,

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-16T12:30:12.844579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:30:12.844579Z digest=sha256:29e649fefc26d24e296e09f3d7e6036523ad5537469632bec237c591ff6ee8e8

Observation ee33b731-253b-40e6-a245-41ded6a3286d · outbound

This paper cites Quantum federated learning for image classification,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Quantum federated learning for image classification,

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:30:14.061559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T12:30:12.848555Z digest=sha256:7b7fb2705506bf17fa9864503a561ea882a754a3599476eb1b5e3c3f68cbf076

Observation 3fe8edc8-8703-49a4-9174-05885623f485 · outbound

This paper cites Predominant aspects on security for quantum machine learning: Literature review,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Predominant aspects on security for quantum machine learning: Literature review,

Reference 67

Resolution
verified exact
raw_fallback, observed 2026-08-16T12:30:13.457825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T12:30:12.852674Z digest=sha256:b9bae16245007b06edb123ee489deb54eea2ad68bdb289afb371dfa7257afcd9

Observation fad570df-2b2b-4454-8c18-208db52d2c47 · outbound

This paper cites Biggio, I.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Biggio, I

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-16T12:30:12.856883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:30:12.856883Z digest=sha256:ca76becd077766b39f82577568ff2da647c51d020f2160638918465cae3e1233

Observation 7e7f1ff9-d5cb-4f79-a289-f191482cdee6 · outbound

This paper cites Towards Evaluating the Robustness of Neural Networks.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Towards Evaluating the Robustness of Neural Networks

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-16T12:30:12.861686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:30:12.861686Z digest=sha256:02f6f3a2d58e80fd3526b0485fd59c15782936b9b2509fc54b23903557f2bf30

Observation 0afda983-c4db-4ff5-8f97-880335d32db8 · outbound

This paper cites Robust in practice: Adversarial attacks on quantum machine learning,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Robust in practice: Adversarial attacks on quantum machine learning,

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-16T12:30:12.867686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:30:12.867686Z digest=sha256:3c65cbae9df09f26605c4fc16a403cf1b407aa1ea76df02c22d853324437d74e

Observation bbbc356c-716a-4f8e-ad8a-d86199385f5d · outbound

This paper cites Optimal provable robustness of quantum classification via quantum hypothesis testing,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Optimal provable robustness of quantum classification via quantum hypothesis testing,

Reference 71

Resolution
verified exact
doi, observed 2026-08-16T12:30:13.055776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T12:30:12.873175Z digest=sha256:5c73b074f242125228c7df44d7fa9a3b5290adb7a994aee7bf1e39065ec7d511

Observation 155830ca-87af-4b64-bfd6-c6ba186ce97b · outbound

This paper cites Differential privacy in quantum computation,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Differential privacy in quantum computation,

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-16T12:30:12.879454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:30:12.879454Z digest=sha256:c8724de7ca3370b87b37d034d6392d527e6e56626268337eedaac690fc6c6e66

Observation c4d638b7-e7b9-4af0-9cae-e50448b9c550 · outbound

This paper cites Quantum noise protects quantum classifiers against adversaries,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Quantum noise protects quantum classifiers against adversaries,

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-16T12:30:12.883718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:30:12.883718Z digest=sha256:76c153e85c039c83130e69c5d7297f4f2d196f5a145bf54bae231b8bc6086e70

Observation 505d0036-5002-4415-9e12-1fd3cdfa322a · outbound

This paper cites Variational Quantum Neural Networks (VQNNS) in Image Classification.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Variational Quantum Neural Networks (VQNNS) in Image Classification

Reference 74

Resolution
verified exact
local_arxiv, observed 2026-08-16T12:30:13.365869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T12:30:12.888620Z digest=sha256:46ce6126162e4221a77a179803465b437d0d9e9c229aca49d887b80cfe718150

Observation c2520b4d-f25b-437b-999e-a848a48f758f · outbound

This paper cites Hybrid quantum-classical approach to quantum optimal control,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Hybrid quantum-classical approach to quantum optimal control,

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:30:14.033097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T12:30:12.894773Z digest=sha256:5f557c30ace1169d42e20931455afc8c31688b7f6ee1654b5b1d16cfb1215d7a

Observation 8f6d3a08-465d-4291-94dd-972200679fc2 · outbound

This paper cites Quantum circuit learning,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Quantum circuit learning,

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:30:14.009968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T12:30:12.898990Z digest=sha256:99e07a071f6826b074016297b6caa91efbc338a9a6f0cad6e0053886132bf630

Observation adcffc61-807f-4272-844b-6f8b6fa7f75f · outbound

This paper cites General parameter- shift rules for quantum gradients,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks General parameter- shift rules for quantum gradients,

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:30:13.991808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T12:30:12.902460Z digest=sha256:46f30448cdd308d2fd8be3e947ad3a3ffb30998396edfbed16f23d727883156f

Observation 5544c832-333c-4e5b-8a73-0d05f653d849 · outbound

This paper cites InstaHide: Instance-hiding Schemes for Private Distributed Learning.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks InstaHide: Instance-hiding Schemes for Private Distributed Learning

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-16T12:30:12.906568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:30:12.906568Z digest=sha256:c929d2804531c75618d34bdbe1b1cb36ce0f7bba9937847ea4fc1c91f9ad413c

Observation 4cfd1840-5f52-45b1-9be0-433731e42d94 · outbound

This paper cites An introduction to the kalman filter,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks An introduction to the kalman filter,

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:30:13.959313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T12:30:12.919248Z digest=sha256:7cf17fa9f0a26a29c667c360e89afc2a4b75e5b376a8fa16885f21b6e21ac192

Observation b4e6c407-1550-49b7-ae7c-a3eb9bdea27f · outbound

This paper cites Quantum computing with Qiskit,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Quantum computing with Qiskit,

Reference 80

Resolution
unresolved
no resolver link, observed 2026-08-16T12:30:12.926060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:30:12.926060Z digest=sha256:9b97071792244048a43e86316014710ac6289b6e3891c16e214db3fee4d6fdb2

Observation 0b93a0b1-74f6-4ce1-b51c-8386d7f79b89 · outbound

This paper cites PennyLane: Automatic differentiation of hybrid quantum-classical computations.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-16T12:30:12.931905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:30:12.931905Z digest=sha256:eeb0f39d2b0f51e314049302a72e854de09edb8a031a1db8d7fb0285d772b7d1

Observation b1bbc4d4-32f5-4601-a660-e4006232184b · outbound

This paper cites Available: https://api.semanticscholar.org/CorpusID: 221081368.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Available: https://api.semanticscholar.org/CorpusID: 221081368

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:30:13.973962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T12:30:12.912151Z digest=sha256:7f9bbc7fcd60aa9757c8c1b20ef5ef368481b56d479b9e936d2be66ae7c5d46e

Observation 27ae6d39-b08a-4553-a3c0-26282d28d404 · outbound

This paper cites Medical imaging deep learning with differential privacy,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Medical imaging deep learning with differential privacy,

Reference 83

Resolution
unresolved
no resolver link, observed 2026-08-16T12:30:12.944372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:30:12.944372Z digest=sha256:c23bc9d9692959007fc7a10014f0fde5cae4a1161b3928c0f1a10112999979ad

Observation 3c57b312-91c0-4119-b9ad-7b226098d7db · outbound

This paper cites Absolute variation distance: An inversion attack evaluation metric for federated learning,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Absolute variation distance: An inversion attack evaluation metric for federated learning,

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:30:13.915552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T12:30:12.950572Z digest=sha256:8bc154b1630c6bf05a752b0ea697bf9f17d82e39d6e76ce8a26019872e5fa9f6

Observation 39b5da2b-643c-4051-a28f-b74979c9a284 · outbound

This paper cites Minimal Model Structure Analysis for Input Reconstruction in Federated Learning.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Minimal Model Structure Analysis for Input Reconstruction in Federated Learning

Reference 85

Resolution
verified exact
local_arxiv, observed 2026-08-16T12:30:13.317639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T12:30:12.956751Z digest=sha256:c5ad002412d3e9f1144e1188f9c642bd91662032ccd1ed84cc299ac3f9642f73

Observation cd86df9b-e541-4a71-af38-d9d974fe4eff · outbound

This paper cites Bagdasaryan, O.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Bagdasaryan, O

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:30:13.931469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T12:30:12.937352Z digest=sha256:f0a36b9b7fea939e038003264e5e529a02a2e27d225f41e0f5518959ebf48377

Observation 87d1a104-8eea-4214-960c-12db6ed14c1d · outbound

This paper cites A kalman filtering tutorial for undergraduate students,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks A kalman filtering tutorial for undergraduate students,

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:30:13.899107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T12:30:12.966308Z digest=sha256:f87ed4e06dd05463b3d95f64ca77aa094eef4e123f34d11d98f1058aee976cdf

Observation daf21dab-ddea-4ec8-9e0c-f21ce94a6d23 · outbound

This paper cites Reduction of finite sampling noise in quantum neural networks,.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Reduction of finite sampling noise in quantum neural networks,

Reference 90

Resolution
unresolved
no resolver link, observed 2026-08-16T12:30:12.961725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:30:12.961725Z digest=sha256:a45eaf3a422126acdb44982141bed66a3b361525a892d7672015a9923a025f6d

Observation a4b40164-d0ae-46b9-9558-dbc27a05fe79 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Adam: A Method for Stochastic Optimization

Reference 2017

Resolution
unresolved
no resolver link, observed 2026-08-16T12:30:12.625750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:30:12.625750Z digest=sha256:5d8d4110a579acfda324fd7f206bf44361faab111f014d0e20dc575321390e32

Observation 678f67b1-db2a-43ce-866c-d32e2b8c99db · outbound

This paper cites Threats to Federated Learning: A Survey.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Threats to Federated Learning: A Survey

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-16T12:30:12.709877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:30:12.709877Z digest=sha256:1f6777e957149d139c539058f9207f787e9604227dd33a7cfa62cdd7ce133f96

Observation 3e7e6222-9079-481d-a317-e487281d1a16 · outbound

This paper cites Available: https://dx.doi.org/10.1088/2632-2153/abc17d.

A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Available: https://dx.doi.org/10.1088/2632-2153/abc17d

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-16T12:30:12.594177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:30:12.594177Z digest=sha256:d92c962b68308846b39aa2fb273023decba34ae3de0fd710044f594c4e7f725a

Pith citing papers

Observation 2b95bedd-8c0d-48b5-b3cc-73cb43fa37d9 · inbound

Quantum Adversarial Machine Learning: From Classical Adaptations to Quantum-Native Methods cites this paper.

Quantum Adversarial Machine Learning: From Classical Adaptations to Quantum-Native Methods A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks

Reference 65

Resolution
verified exact
arxiv_id, observed 2026-05-20T22:29:09.553239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T22:26:40.181507Z digest=sha256:bc170d18b2d4d6ee81af5f8d583b3ba61888bed7020e48c77912d3f652ac2a99