Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T00:52:59.134347Z
Paper Citation Record · LEDGER
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It?
As of 9 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2506.12749.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
44 of 44 outbound references displayed
- verified exact1
- verified fuzzy39
- unresolved4
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation eaa4ee4a-35bb-4651-ae21-df67bff08215 · outbound
This paper cites Pile: Robust privacy-preserving federated learning via verifiable perturbations,.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? Pile: Robust privacy-preserving federated learning via verifiable perturbations,
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:53:05.848726Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e0624cf3-2a1c-4156-a943-d7b9b1a01fec · outbound
This paper cites A differentially private federated learning model against poisoning attacks in edge computing,.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? A differentially private federated learning model against poisoning attacks in edge computing,
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:53:05.648199Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 90d576f2-5e15-4765-8b81-cbef9bd103ab · outbound
This paper cites Private empirical risk minimiza- tion: Efficient algorithms and tight error bounds,.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? Private empirical risk minimiza- tion: Efficient algorithms and tight error bounds,
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:53:05.351577Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 372b1282-8d6a-4bc5-aede-6363e11039d8 · outbound
This paper cites Deep learning with differential privacy,.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? Deep learning with differential privacy,
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:53:05.165961Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation afa67148-c427-4db8-a077-6c39de15274f · outbound
This paper cites Xception: Deep learning with depthwise separable convo- lutions,.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? Xception: Deep learning with depthwise separable convo- lutions,
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:53:04.977765Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 00204bfa-d13a-4166-89ef-a1d066fe15fe · outbound
This paper cites Information-theoretic bounds for differentially private mechanisms,.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? Information-theoretic bounds for differentially private mechanisms,
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:53:04.716853Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0aefbb8d-8911-4e0c-9bbe-7614ca0e4793 · outbound
This paper cites Differentially private mixture of generative neural networks,.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? Differentially private mixture of generative neural networks,
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:53:04.430438Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 2b43133a-0ae7-4370-89e9-31ccaf3ea3ac · outbound
This paper cites Rényi differential privacy,.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? Rényi differential privacy,
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:53:04.262099Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f1304f37-42a1-464e-91ed-fb89f73befd8 · outbound
This paper cites Differentially private data publishing and analysis: A survey,.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? Differentially private data publishing and analysis: A survey,
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:53:04.057029Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation aabef17e-1f2e-4710-8a16-2d17a376aa4a · outbound
This paper cites On the Practicality of Differential Privacy in Federated Learning by Tuning Iteration Times.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? On the Practicality of Differential Privacy in Federated Learning by Tuning Iteration Times
Reference 10
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T00:52:59.297920Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 9a8a9492-6a22-49c1-8351-b455768071c8 · outbound
This paper cites Privacy-preserving and byzantine-robust federated learning,.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? Privacy-preserving and byzantine-robust federated learning,
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:53:03.847422Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 2d34e851-4a88-4745-bcec-9103aea218b7 · outbound
This paper cites Local differential privacy based federated learning for internet of things,.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? Local differential privacy based federated learning for internet of things,
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:53:03.687169Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 975336f1-862b-48e6-8b58-36ad488fb233 · outbound
This paper cites Privacy for free: Wireless federated learning via uncoded transmission with adaptive power control,.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? Privacy for free: Wireless federated learning via uncoded transmission with adaptive power control,
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:53:03.518373Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation dc1563bc-a0cb-4bce-8601-2c08c187fcfa · outbound
This paper cites Federated learning with differential privacy: Algorithms and performance analysis,.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? Federated learning with differential privacy: Algorithms and performance analysis,
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:53:03.293098Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 995145c4-0e75-4195-9429-2f9348abf929 · outbound
This paper cites Amplitude-varying perturbation for balancing privacy and utility in federated learning,.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? Amplitude-varying perturbation for balancing privacy and utility in federated learning,
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:53:03.188425Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 53b02dec-1c62-4265-9d92-24a95d86455e · outbound
This paper cites Nyquist noise in a fractal resistor network,.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? Nyquist noise in a fractal resistor network,
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:53:02.963002Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 83e7ae8f-58d9-4529-8bba-a7e9949dc4c4 · outbound
This paper cites Communication and energy efficient wireless feder- ated learning with intrinsic privacy,.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? Communication and energy efficient wireless feder- ated learning with intrinsic privacy,
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:53:02.779982Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 72ba4075-af91-4445-b48e-1af00c32c91e · outbound
This paper cites Federated learning in unreliable and resource-constrained cellular wireless networks,.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? Federated learning in unreliable and resource-constrained cellular wireless networks,
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:53:02.618119Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 98f69db3-e6f6-40c0-a3a5-f97ca0cb3109 · outbound
This paper cites Decentralized wireless federated learning with differential privacy,.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? Decentralized wireless federated learning with differential privacy,
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:53:02.392951Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3debeee9-7aa6-4025-a3dd-168590917fd2 · outbound
This paper cites Bit-aware randomized response for local differential privacy in federated learning,.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? Bit-aware randomized response for local differential privacy in federated learning,
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:53:02.191475Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7065300b-b585-4f1f-b983-ab6d69053284 · outbound
This paper cites Model compression for communication efficient federated learning,.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? Model compression for communication efficient federated learning,
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:53:01.919620Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8d3f29d7-f46e-4f84-aa3b-d6e0f43f1579 · outbound
This paper cites Hierarchical federated learning with quantization: Convergence analysis and system design,.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? Hierarchical federated learning with quantization: Convergence analysis and system design,
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:53:01.712116Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 545adb37-0371-415d-9d50-c969c565522c · outbound
This paper cites On model transmission strategies in federated learning with lossy communications,.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? On model transmission strategies in federated learning with lossy communications,
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:53:01.565507Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c5a605ca-03f0-4eea-8946-1dc3f539956f · outbound
This paper cites On analog gradient descent learning over multiple access fading channels,.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? On analog gradient descent learning over multiple access fading channels,
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:53:01.406186Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1f1a8736-73e4-4058-a15b-17db23389b36 · outbound
This paper cites Optimal adaptive power control for over-the-air federated edge learning under fading channels,.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? Optimal adaptive power control for over-the-air federated edge learning under fading channels,
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:53:01.252159Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation bf549bd5-073f-415d-9983-b4d8f0f49ddb · outbound
This paper cites Imperfect csi: A key factor of uncertainty to over-the-air federated learning,.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? Imperfect csi: A key factor of uncertainty to over-the-air federated learning,
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:53:01.052321Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 9f07be7c-9ab9-4799-a561-c89fe6505337 · outbound
This paper cites Joint privacy enhancement and quantization in federated learning,.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? Joint privacy enhancement and quantization in federated learning,
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:53:00.859195Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c7063007-b8b3-4e06-a232-18be06db9caa · outbound
This paper cites Revisiting gradient clipping: Stochastic bias and tight convergence guarantees,.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? Revisiting gradient clipping: Stochastic bias and tight convergence guarantees,
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:53:00.719895Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d27a749f-10dd-46af-88f1-a1de8b8b76c4 · outbound
This paper cites On defensive neural networks against inference attack in federated learning,.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? On defensive neural networks against inference attack in federated learning,
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:53:00.605912Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 40222c94-a496-4f9d-8bd9-b5dd0e74056b · outbound
This paper cites A survey on advanced encryption standard,.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? A survey on advanced encryption standard,
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:53:00.481184Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 9b1220f0-fc87-42f2-9258-fd04b4d0fd51 · outbound
This paper cites A comparative survey on data encryption techniques: Big data perspective,.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? A comparative survey on data encryption techniques: Big data perspective,
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:53:00.385614Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e5de73d2-e5f7-4dad-aab3-a40e5b6d8619 · outbound
This paper cites A survey on homomorphic encryption schemes: Theory and implementation,.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? A survey on homomorphic encryption schemes: Theory and implementation,
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:53:00.277084Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d10b93e4-c050-4a6a-a598-fbf606b68eab · outbound
This paper cites Simon and M.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? Simon and M
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:53:00.163084Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ea7d7cb3-bdd1-4f49-bb20-908aa8685e2f · outbound
This paper cites Goldsmith,Wireless Communications.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? Goldsmith,Wireless Communications
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:52:58.440813Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 93d9c17e-6782-4a73-b935-47f4391bb0b4 · outbound
This paper cites The algorithmic foundations of differential privacy,.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? The algorithmic foundations of differential privacy,
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:52:58.503802Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dff54995-edaf-4f7c-aacf-bff8c026eef5 · outbound
This paper cites R\'enyi Differential Privacy of the Sampled Gaussian Mechanism.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? R\'enyi Differential Privacy of the Sampled Gaussian Mechanism
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:52:58.591295Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 460146a7-4ef9-446a-a375-a4d5fe94881a · outbound
This paper cites Distributed machine learning in coalition environments: Overview of techniques,.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? Distributed machine learning in coalition environments: Overview of techniques,
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:53:00.041115Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f9e50b52-de55-4937-8f7d-a29afc2a0083 · outbound
This paper cites Decentralized federated learning over imperfect communication channels,.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? Decentralized federated learning over imperfect communication channels,
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:52:59.935346Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d9f3e750-794a-4328-b018-659186f1cd57 · outbound
This paper cites Local SGD converges fast and communicates little,.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? Local SGD converges fast and communicates little,
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:52:59.834626Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1fd7a9d3-18d0-4e89-8e4d-f77728fffe25 · outbound
This paper cites On the convergence of fedavg on Non-IID data,.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? On the convergence of fedavg on Non-IID data,
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:52:59.717278Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 55dbf6fc-01b0-4985-ba47-9b5a00ecb2e1 · outbound
This paper cites Deep residual learning for image recognition,.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? Deep residual learning for image recognition,
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:52:59.630765Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 743af97c-ba2d-4f46-b6a9-71457f4608bf · outbound
This paper cites The Discrete Gaussian for Differential Privacy.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? The Discrete Gaussian for Differential Privacy
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:52:59.008305Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b8a3c96-d8f1-4bfa-a9f2-68fe730bdc8c · outbound
This paper cites Wei Niis a Mechatronics Program Advisor and Professor (Honorary) at Macquarie University, Syd- ney, New South Wales, Australia.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? Wei Niis a Mechatronics Program Advisor and Professor (Honorary) at Macquarie University, Syd- ney, New South Wales, Australia
Reference 2019
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:52:59.409270Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ed6b2224-6d5e-4805-b47f-f8f390cbe20d · outbound
This paper cites with the School of Information and Communication Engineering at BUPT.
Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? with the School of Information and Communication Engineering at BUPT
Reference 2020
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:52:59.546324Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Pith citing papers
No inbound Pith citation observations are available.