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Paper Citation Record · LEDGER

Covert Attacks on Machine Learning Training in Passively Secure MPC

As of 9 August 2026, this Paper Citation Record lists 72 of 72 outbound references and 0 inbound Pith citation observations for arXiv:2505.17092.

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

pith.paper-citation-record.v1
2505.17092 v1

Coverage vector

measured 72 of 72 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:31:33.917677Z

measured 72 of 72 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

72 of 72 outbound references displayed

  • verified exact2
  • verified fuzzy53
  • unresolved17
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c4b91da9-5ccc-452a-ba4c-ce8782ff8fc2 · outbound

This paper cites SecureML: A system for scalable privacy-preserving machine learning,.

Covert Attacks on Machine Learning Training in Passively Secure MPC SecureML: A system for scalable privacy-preserving machine learning,

Reference 1

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raw_fallback, observed 2026-08-07T15:31:34.594737Z

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.

source=pdf_text observed=2026-08-07T15:31:33.673355Z digest=sha256:73d570c5beab1d9db1d1f69108c9a74a6944afc9ec34cc7197934093e8d9ae91

Observation b60adb3e-2c62-47e5-a902-3dd5995be7b8 · outbound

This paper cites SecureNN: 3-party secure computation for neural network training,.

Covert Attacks on Machine Learning Training in Passively Secure MPC SecureNN: 3-party secure computation for neural network training,

Reference 2

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raw_fallback, observed 2026-08-07T15:31:34.585600Z

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.

source=pdf_text observed=2026-08-07T15:31:33.677375Z digest=sha256:d0942946dc381b51a21207b67fac8523858260728f4d9c20d4ffb617237007c9

Observation 4f85e5b2-6dde-40f7-bf00-2f83ed0770e1 · outbound

This paper cites Falcon: Honest- majority maliciously secure framework for private deep learning,.

Covert Attacks on Machine Learning Training in Passively Secure MPC Falcon: Honest- majority maliciously secure framework for private deep learning,

Reference 3

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raw_fallback, observed 2026-08-07T15:31:34.576216Z

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.

source=pdf_text observed=2026-08-07T15:31:33.681394Z digest=sha256:343b003df83385cf6818dc04b3299a2313cb8faa4d004b7ceb4f05a39c8a91f1

Observation ced23595-0e45-4a49-8d01-d00ab6604dd4 · outbound

This paper cites Secure quantized training for deep learning,.

Covert Attacks on Machine Learning Training in Passively Secure MPC Secure quantized training for deep learning,

Reference 4

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raw_fallback, observed 2026-08-07T15:31:34.565941Z

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.

source=pdf_text observed=2026-08-07T15:31:33.684719Z digest=sha256:60b2fac2fffa425cab0df8d1cd93d15d63efcaff9ff3c63e238d31ab65250a51

Observation 8dd2c039-0d6d-4633-9b9a-07a6e872f06a · outbound

This paper cites Cryptographically private support vector machines,.

Covert Attacks on Machine Learning Training in Passively Secure MPC Cryptographically private support vector machines,

Reference 5

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raw_fallback, observed 2026-08-07T15:31:34.556668Z

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.

source=pdf_text observed=2026-08-07T15:31:33.688680Z digest=sha256:046cb0f992f9835851aa9e9ae877925844087e26af7f8d057552b31ab57a9b66

Observation 486d749c-e2b2-49c1-aceb-d2b69aaf4ca2 · outbound

This paper cites ABY - A framework for efficient mixed-protocol secure two-party computation,.

Covert Attacks on Machine Learning Training in Passively Secure MPC ABY - A framework for efficient mixed-protocol secure two-party computation,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:31:34.547237Z

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.

source=pdf_text observed=2026-08-07T15:31:33.691809Z digest=sha256:4ca4a39abc386956f5811c98932afa1ea68eec93e8faaec88bb3fcd4c0f923b3

Observation 10691e4d-9f40-45cb-b75d-05d4d802ac36 · outbound

This paper cites Cerebro: A platform for multi-party cryptographic collaborative learning,.

Covert Attacks on Machine Learning Training in Passively Secure MPC Cerebro: A platform for multi-party cryptographic collaborative learning,

Reference 7

Resolution
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raw_fallback, observed 2026-08-07T15:31:34.537915Z

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.

source=pdf_text observed=2026-08-07T15:31:33.695637Z digest=sha256:06c4e3bc83551c2a84f106e20e819967599fcd6f5898778a5e267ba484f20b07

Observation 3648f861-9fc9-496d-a7b7-2c22f4bdf81a · outbound

This paper cites Manticore: Efficient framework for scalable secure multiparty computation protocols,.

Covert Attacks on Machine Learning Training in Passively Secure MPC Manticore: Efficient framework for scalable secure multiparty computation protocols,

Reference 8

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raw_fallback, observed 2026-08-07T15:31:34.528293Z

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.

source=pdf_text observed=2026-08-07T15:31:33.698608Z digest=sha256:99524e48323b053f1ddcee3204429c54ddbf08c4227c7e933d4cc2dfaf6a14d9

Observation 9ed4198e-dce5-4c91-968f-eb8cbd59313d · outbound

This paper cites Private collaborative neural network learning,.

Covert Attacks on Machine Learning Training in Passively Secure MPC Private collaborative neural network learning,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:31:34.518183Z

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.

source=pdf_text observed=2026-08-07T15:31:33.701436Z digest=sha256:5078871f936d88debd2aa699b90c8021a9da8202d5f6fd226d93df42ae0637a0

Observation 9569797b-7619-4941-9de2-b5b2c462cd34 · outbound

This paper cites BOLT: Privacy-preserving, accurate and efficient inference for transformers,.

Covert Attacks on Machine Learning Training in Passively Secure MPC BOLT: Privacy-preserving, accurate and efficient inference for transformers,

Reference 10

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raw_fallback, observed 2026-08-07T15:31:34.508566Z

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.

source=pdf_text observed=2026-08-07T15:31:33.704597Z digest=sha256:7c52713870b613b8cb2cb714b0a009578b45b92795df65e974222f2057cf1ea0

Observation 5ab52f49-1394-4a0d-b963-4777f8a3a061 · outbound

This paper cites Iron: Private inference on transformers,.

Covert Attacks on Machine Learning Training in Passively Secure MPC Iron: Private inference on transformers,

Reference 11

Resolution
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raw_fallback, observed 2026-08-07T15:31:34.499040Z

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.

source=pdf_text observed=2026-08-07T15:31:33.708430Z digest=sha256:ed36a13368beb0afbf2b4bfc3bec8a2e2dc1c17e71ecdc0cc8cb0cacef6a43f3

Observation e58f399b-59bb-4eb6-addb-8e4e9aecf3de · outbound

This paper cites Sharemind: A framework for fast privacy-preserving computations,.

Covert Attacks on Machine Learning Training in Passively Secure MPC Sharemind: A framework for fast privacy-preserving computations,

Reference 12

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raw_fallback, observed 2026-08-07T15:31:34.489821Z

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.

source=pdf_text observed=2026-08-07T15:31:33.713036Z digest=sha256:b731cd136455f443b7ff4b594a22001b845030cea4cce9e49cc4a28d9febee1a

Observation a02adeac-cc92-497f-a6e9-ad7bdb95657d · outbound

This paper cites an unresolved cited work.

Covert Attacks on Machine Learning Training in Passively Secure MPC Unresolved cited work

Reference 13

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unresolved
raw_fallback, observed 2026-08-07T15:31:34.480467Z

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.

source=pdf_text observed=2026-08-07T15:31:33.716004Z digest=sha256:0910aa6dcb767be5631c7adebb2c041efa0d14cae536bd137faa674a5d405c16

Observation 2a89f051-8e44-47bc-82ab-7a9dde0a40b7 · outbound

This paper cites Private Machine Learning in TensorFlow using Secure Computation.

Covert Attacks on Machine Learning Training in Passively Secure MPC Private Machine Learning in TensorFlow using Secure Computation

Reference 14

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unresolved
no resolver link, observed 2026-08-07T15:31:33.719410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:31:33.719410Z digest=sha256:b83a22878805b5ca0ab39543a5af23089dcf794e68447517260c4ee22592cf4a

Observation a4101bc9-d5c7-45a2-90ba-0867ee7fa9be · outbound

This paper cites Mpyc: Multiparty computation in python,.

Covert Attacks on Machine Learning Training in Passively Secure MPC Mpyc: Multiparty computation in python,

Reference 15

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raw_fallback, observed 2026-08-07T15:31:34.471239Z

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.

source=pdf_text observed=2026-08-07T15:31:33.723623Z digest=sha256:c0e885c65796ef131ead439accd7b35f8eac973840aebadf3ca4f146b056e532

Observation 68a65ff4-6f16-475e-bca5-58452c13ac8d · outbound

This paper cites CryptGPU: Fast privacy-preserving machine learning on the GPU,.

Covert Attacks on Machine Learning Training in Passively Secure MPC CryptGPU: Fast privacy-preserving machine learning on the GPU,

Reference 17

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raw_fallback, observed 2026-08-07T15:31:34.462249Z

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.

source=pdf_text observed=2026-08-07T15:31:33.732921Z digest=sha256:7e59725edf6e9d073e1c54ada2434c4202bd5d669be6861a8bcab0aef6579e9f

Observation d428cac5-1a0a-4bfe-9051-2920dcd6e0cd · outbound

This paper cites Flash boys 2.0: Frontrunning in decentralized exchanges, miner extractable value, and consensus instability,.

Covert Attacks on Machine Learning Training in Passively Secure MPC Flash boys 2.0: Frontrunning in decentralized exchanges, miner extractable value, and consensus instability,

Reference 18

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raw_fallback, observed 2026-08-07T15:31:34.452842Z

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.

source=pdf_text observed=2026-08-07T15:31:33.736853Z digest=sha256:9be5d624799e83b67feb2c2bf6472626be62b83d3130c4e9842c69de44fb9e14

Observation 94f2b2a4-3edb-4402-891b-a7aed82e382d · outbound

This paper cites Auditing differentially private machine learning: How private is private sgd?.

Covert Attacks on Machine Learning Training in Passively Secure MPC Auditing differentially private machine learning: How private is private sgd?

Reference 19

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raw_fallback, observed 2026-08-07T15:31:34.443372Z

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.

source=pdf_text observed=2026-08-07T15:31:33.739743Z digest=sha256:93edfeb50f5a37a2dda2072aa62828a243953e6709fba20a93ee39e006851dee

Observation e549c80a-fa65-4b6f-a597-3a1e4533d5ee · outbound

This paper cites Adversary instantiation: Lower bounds for differentially private machine learning,.

Covert Attacks on Machine Learning Training in Passively Secure MPC Adversary instantiation: Lower bounds for differentially private machine learning,

Reference 20

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raw_fallback, observed 2026-08-07T15:31:34.432786Z

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.

source=pdf_text observed=2026-08-07T15:31:33.742609Z digest=sha256:ccf951fe9ac8a224a2d7c64f872178f0c8c029b75a83c02ffb54a4350b693adb

Observation b6c0b8d2-4189-401b-a2ea-47576c011753 · outbound

This paper cites Security against covert adversaries: Efficient protocols for realistic adversaries,.

Covert Attacks on Machine Learning Training in Passively Secure MPC Security against covert adversaries: Efficient protocols for realistic adversaries,

Reference 21

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raw_fallback, observed 2026-08-07T15:31:34.423107Z

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.

source=pdf_text observed=2026-08-07T15:31:33.745609Z digest=sha256:7c3f958e5fa025bb2385b291ffef32707e9cad1ac5bdffef755c0b9d9efbde5b

Observation a9ea0a51-f8c6-4710-87ac-34858ae64120 · outbound

This paper cites CrypTFlow: Secure TensorFlow inference,.

Covert Attacks on Machine Learning Training in Passively Secure MPC CrypTFlow: Secure TensorFlow inference,

Reference 22

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raw_fallback, observed 2026-08-07T15:31:34.413938Z

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.

source=pdf_text observed=2026-08-07T15:31:33.748698Z digest=sha256:3c33a1408b93c0d9b2e4ea840e010f44a8fe312dadd161f3628734b6c0721a63

Observation 60cfa606-416a-4dbe-8b12-a4bd791d0add · outbound

This paper cites Truncation untangled: Scaling fixed-point arithmetic for privacy-preserving machine learning to large models and datasets,.

Covert Attacks on Machine Learning Training in Passively Secure MPC Truncation untangled: Scaling fixed-point arithmetic for privacy-preserving machine learning to large models and datasets,

Reference 23

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raw_fallback, observed 2026-08-07T15:31:34.404564Z

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.

source=pdf_text observed=2026-08-07T15:31:33.751813Z digest=sha256:3a2afad4121ef05c7ecbccfabfcc5e7b0700e094f0d1e96553e0e6b54b34a392

Observation ef108fb1-0ca9-47e1-9f1b-81371befa5b2 · outbound

This paper cites Circuits resilient to additive attacks with applications to secure computation,.

Covert Attacks on Machine Learning Training in Passively Secure MPC Circuits resilient to additive attacks with applications to secure computation,

Reference 24

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raw_fallback, observed 2026-08-07T15:31:34.394569Z

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.

source=pdf_text observed=2026-08-07T15:31:33.755078Z digest=sha256:048bb88a1be78ca006ec6ab45fed2eac2b542a58c541f6120dc322da3c63a66e

Observation 6b94eb1f-b012-4d11-b2d8-89af0c741cfb · outbound

This paper cites Exploiting machine learning to subvert your spam filter.

Covert Attacks on Machine Learning Training in Passively Secure MPC Exploiting machine learning to subvert your spam filter

Reference 25

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raw_fallback, observed 2026-08-07T15:31:34.384756Z

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.

source=pdf_text observed=2026-08-07T15:31:33.758244Z digest=sha256:1bf2409e7d83a73be64cc576c1fd22facb9d2773f4328e7752c97660e655e88e

Observation 4e73269f-ec8b-416c-b6bc-9f4dc465b5ba · outbound

This paper cites How to backdoor federated learning,.

Covert Attacks on Machine Learning Training in Passively Secure MPC How to backdoor federated learning,

Reference 26

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no resolver link, observed 2026-08-07T15:31:33.761111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:31:33.761111Z digest=sha256:ec3250021b605fa4f876f44853423e1b02b043fa21f24bd365826dc3acc50fa4

Observation 138c3c66-26ce-4228-b8e0-dbc2219a71e0 · outbound

This paper cites Poisoning Attacks against Support Vector Machines.

Covert Attacks on Machine Learning Training in Passively Secure MPC Poisoning Attacks against Support Vector Machines

Reference 27

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no resolver link, observed 2026-08-07T15:31:33.764136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:31:33.764136Z digest=sha256:e891ea5f6a3f5be3839658b1e1489fbaff9b69855e0a1787dc1c06bf928b997c

Observation b9b98251-71ab-4c18-9a4a-3ae4641bf21d · outbound

This paper cites Manipulating ma- chine learning: Poisoning attacks and countermeasures for regression learning,.

Covert Attacks on Machine Learning Training in Passively Secure MPC Manipulating ma- chine learning: Poisoning attacks and countermeasures for regression learning,

Reference 28

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raw_fallback, observed 2026-08-07T15:31:34.370326Z

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.

source=pdf_text observed=2026-08-07T15:31:33.768592Z digest=sha256:05bbec5b545d98714c770e56ba8f1448d61b8cfcea440fc1162c60d38430e43c

Observation e76f7c75-3919-47e4-8cdd-687b8ce4b8d2 · outbound

This paper cites BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain.

Covert Attacks on Machine Learning Training in Passively Secure MPC BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain

Reference 29

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unresolved
no resolver link, observed 2026-08-07T15:31:33.771537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:31:33.771537Z digest=sha256:7c856f3b50af9e997f629c5e27a2eee4dba77e63b8acc01c8832acb59244eb3b

Observation b652768f-63c7-4b92-b203-847035e57fd8 · outbound

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

Covert Attacks on Machine Learning Training in Passively Secure MPC Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning

Reference 30

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no resolver link, observed 2026-08-07T15:31:33.774904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:31:33.774904Z digest=sha256:0c83abc8047b1771810904822c18fd37fa6d1770ab327a7874b5a21d951753ec

Observation 4c577fb7-88d7-4818-ac60-ff4dfdb99cf4 · outbound

This paper cites When does machine learning FAIL? Generalized transferability for evasion and poisoning attacks,.

Covert Attacks on Machine Learning Training in Passively Secure MPC When does machine learning FAIL? Generalized transferability for evasion and poisoning attacks,

Reference 31

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raw_fallback, observed 2026-08-07T15:31:34.360435Z

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.

source=pdf_text observed=2026-08-07T15:31:33.778461Z digest=sha256:3ecee78fc92538a0a646464dc7d81eda74af4abd60f5b30d53a4b36df5a49e2d

Observation 912afcb9-6949-4e46-b177-aff98fcd25da · outbound

This paper cites Poison frogs! targeted clean-label poisoning attacks on neural networks,.

Covert Attacks on Machine Learning Training in Passively Secure MPC Poison frogs! targeted clean-label poisoning attacks on neural networks,

Reference 32

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raw_fallback, observed 2026-08-07T15:31:34.351573Z

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.

source=pdf_text observed=2026-08-07T15:31:33.781713Z digest=sha256:3a1f283d29bfc95a7fd8a0c65c568cc36f58c4d709d5bfb483d9d726acb2bc7d

Observation 3ae0291f-9cdf-49e4-b95f-0e8c3fe60889 · outbound

This paper cites Subpopulation data poisoning at- tacks,.

Covert Attacks on Machine Learning Training in Passively Secure MPC Subpopulation data poisoning at- tacks,

Reference 33

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raw_fallback, observed 2026-08-07T15:31:34.342735Z

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.

source=pdf_text observed=2026-08-07T15:31:33.784803Z digest=sha256:1ab989148824b98965912a8784f076cdb8fc2a47e86705ffee5a3f45fc2f0ceb

Observation 39fa9741-88d0-49a1-bfe0-3df9dfe90a4a · outbound

This paper cites Membership inference attacks against machine learning models,.

Covert Attacks on Machine Learning Training in Passively Secure MPC Membership inference attacks against machine learning models,

Reference 34

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raw_fallback, observed 2026-08-07T15:31:34.333569Z

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.

source=pdf_text observed=2026-08-07T15:31:33.788384Z digest=sha256:6f8c0b9b53e45175de099da165457576f6d5615e3498ec448094b0bcf13689b3

Observation 356e62f1-1d66-4132-a485-632121dfbc26 · outbound

This paper cites Privacy risk in machine learning: Analyzing the connection to overfitting,.

Covert Attacks on Machine Learning Training in Passively Secure MPC Privacy risk in machine learning: Analyzing the connection to overfitting,

Reference 35

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raw_fallback, observed 2026-08-07T15:31:34.324440Z

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.

source=pdf_text observed=2026-08-07T15:31:33.791442Z digest=sha256:8e3ad007c21af312aad0eeaad86be9e96efde1129814ec295d60808e31ac504b

Observation a7bb0f7d-3fc5-47dd-9cf7-a29986088b61 · outbound

This paper cites Membership inference attacks from first principles,.

Covert Attacks on Machine Learning Training in Passively Secure MPC Membership inference attacks from first principles,

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T15:31:33.794302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:31:33.794302Z digest=sha256:9116d26bb840d2eed26c239b849ef54b215a7db746f2f1c94d7a2a26d311cd22

Observation 6ec4523b-2367-49b5-b01b-c97570fbfa34 · outbound

This paper cites Enhanced membership inference attacks against machine learning models,.

Covert Attacks on Machine Learning Training in Passively Secure MPC Enhanced membership inference attacks against machine learning models,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:31:34.310447Z

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.

source=pdf_text observed=2026-08-07T15:31:33.797409Z digest=sha256:21ec19236cd94eeaeda22fc876d83df4f2e043a7d97e53a96e12db4ac29358e4

Observation 219e884d-09b5-4503-b4c1-088f5119afa9 · outbound

This paper cites Extracting training data from large language models,.

Covert Attacks on Machine Learning Training in Passively Secure MPC Extracting training data from large language models,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:31:34.301567Z

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.

source=pdf_text observed=2026-08-07T15:31:33.800463Z digest=sha256:a2499d6459e69eb7ab2ac0a68512d05a8e2048f9c409ec8453592d833cd9bbd4

Observation c7946920-f8a5-4a24-861a-0f3d11dd396f · outbound

This paper cites Reconstructing training data with informed adversaries,.

Covert Attacks on Machine Learning Training in Passively Secure MPC Reconstructing training data with informed adversaries,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:31:34.292520Z

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.

source=pdf_text observed=2026-08-07T15:31:33.803644Z digest=sha256:bb8ead1b0972488a7edba43f486b4482b87b57827f5775aa36bfea2a11e3001e

Observation f1b5eac1-ee3a-44a2-8455-0a3b5e8e351c · outbound

This paper cites A Note On Interpreting Canary Exposure.

Covert Attacks on Machine Learning Training in Passively Secure MPC A Note On Interpreting Canary Exposure

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T15:31:33.806480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:31:33.806480Z digest=sha256:8be5837cd7abfbc4915a3da95f88b82aa746b734c92e7859c0ed24694ef76371

Observation cec99cc9-1c7a-411c-80c2-4f36f3e7326e · outbound

This paper cites Bounding data reconstruction attacks with the hypothesis testing interpretation of differential privacy.

Covert Attacks on Machine Learning Training in Passively Secure MPC Bounding data reconstruction attacks with the hypothesis testing interpretation of differential privacy

Reference 41

Resolution
verified exact
local_arxiv, observed 2026-08-07T15:31:33.978883Z

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.

source=pdf_text observed=2026-08-07T15:31:33.809751Z digest=sha256:4cfd5d59483d3220aec18f137ff4acb7f397368e9d526572a71f8754bf74ca33

Observation 019cd2f7-7aca-4c43-a101-091dcd39cbe8 · outbound

This paper cites Muse: Secure inference resilient to malicious clients,.

Covert Attacks on Machine Learning Training in Passively Secure MPC Muse: Secure inference resilient to malicious clients,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:31:34.283393Z

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.

source=pdf_text observed=2026-08-07T15:31:33.813728Z digest=sha256:af203fe402c683c047789493bbe62154d480f551abc07904944feb2267106377

Observation 735913f9-e2d3-4dad-aa54-37ac38f391ba · outbound

This paper cites SafeNet: Mitigating data poisoning attacks on private machine learning,.

Covert Attacks on Machine Learning Training in Passively Secure MPC SafeNet: Mitigating data poisoning attacks on private machine learning,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:31:34.273848Z

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.

source=pdf_text observed=2026-08-07T15:31:33.817172Z digest=sha256:7f47c3eea2c9ab21159133b78c9a8f2b880f3ad96bcce27b190a0c35b7029b92

Observation d4beb931-9b53-4571-ad10-8eda2119b2e1 · outbound

This paper cites Improved primitives for MPC over mixed arithmetic-binary circuits,.

Covert Attacks on Machine Learning Training in Passively Secure MPC Improved primitives for MPC over mixed arithmetic-binary circuits,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:31:34.264206Z

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.

source=pdf_text observed=2026-08-07T15:31:33.819918Z digest=sha256:a2d5ef5fe4ab4bf9f273a73669a3e78a9471075270a9cf7e38f55f8a8d00674c

Observation cfe8db6f-6248-423c-974b-06175b61ca83 · outbound

This paper cites ABY3: A mixed protocol framework for machine learning,.

Covert Attacks on Machine Learning Training in Passively Secure MPC ABY3: A mixed protocol framework for machine learning,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:31:34.253673Z

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.

source=pdf_text observed=2026-08-07T15:31:33.823352Z digest=sha256:1878889c72f9d0991561c397932ec8290fd389fbded7639a1dbd8b8631607a60

Observation a6bce3bb-c846-4da2-a534-40f213de7b21 · outbound

This paper cites Benchmarking privacy preserving scientific operations,.

Covert Attacks on Machine Learning Training in Passively Secure MPC Benchmarking privacy preserving scientific operations,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:31:34.244211Z

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.

source=pdf_text observed=2026-08-07T15:31:33.826624Z digest=sha256:0c44b902448a41365592be7d8a8735f8c6473debe25a9787a22c11804ba33efb

Observation b7e50a9a-38c0-4d62-b652-eef7713bdf22 · outbound

This paper cites Property inference attacks on fully connected neural networks using permutation invariant representations,.

Covert Attacks on Machine Learning Training in Passively Secure MPC Property inference attacks on fully connected neural networks using permutation invariant representations,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:31:34.234166Z

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.

source=pdf_text observed=2026-08-07T15:31:33.830081Z digest=sha256:0842277fa473b4e9b89df423890689ffce61953ce36af339b72d9c79a92b698d

Observation d9988844-cd85-43a5-81b1-5122a36a7238 · outbound

This paper cites Reverse-engineering deep ReLU networks,.

Covert Attacks on Machine Learning Training in Passively Secure MPC Reverse-engineering deep ReLU networks,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:31:34.224884Z

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.

source=pdf_text observed=2026-08-07T15:31:33.833490Z digest=sha256:57266fdcc88ce9689a2374d580a8b838cc6ea0b7f24c2e0faace8a2e743b87b7

Observation 513240e1-35fb-44e0-af07-df74f0c88499 · outbound

This paper cites High accuracy and high fidelity extraction of neural networks,.

Covert Attacks on Machine Learning Training in Passively Secure MPC High accuracy and high fidelity extraction of neural networks,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:31:34.215506Z

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.

source=pdf_text observed=2026-08-07T15:31:33.836364Z digest=sha256:f50870a2f62fa3409a14d5ec8fbb962891360dae35e9cd5b843759b37279017d

Observation f1f0940a-3cdb-40cb-8ce0-3c0af77514c7 · outbound

This paper cites JAX: composable transformations of Python+NumPy programs,.

Covert Attacks on Machine Learning Training in Passively Secure MPC JAX: composable transformations of Python+NumPy programs,

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-07T15:31:33.839522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:31:33.839522Z digest=sha256:ac34e854de55b1d9579e8bb8f97fd097ad3d46d6098afe9152e1c3b35461b248

Observation 7e748bfb-d370-4ccf-87cb-825dda94fd86 · outbound

This paper cites Analyzing federated learning through an adversarial lens,.

Covert Attacks on Machine Learning Training in Passively Secure MPC Analyzing federated learning through an adversarial lens,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:31:34.200779Z

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.

source=pdf_text observed=2026-08-07T15:31:33.843214Z digest=sha256:638e71e195a66abcb887646f667e52c748ead645c442963145de873940203dce

Observation a249a716-6c75-45a0-8c27-7f08081c183e · outbound

This paper cites Editing Models with Task Arithmetic.

Covert Attacks on Machine Learning Training in Passively Secure MPC Editing Models with Task Arithmetic

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-07T15:31:33.846382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:31:33.846382Z digest=sha256:f2241c37f8958c53a41cf910db5a3c9769256b774af302809aa22667e5cf29a0

Observation 731f19f2-cf08-4c0b-ace0-adf18ae35ac8 · outbound

This paper cites Handcrafted backdoors in deep neural networks,.

Covert Attacks on Machine Learning Training in Passively Secure MPC Handcrafted backdoors in deep neural networks,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:31:34.191414Z

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.

source=pdf_text observed=2026-08-07T15:31:33.850023Z digest=sha256:233059c1a83237ec8c8517015ef5cb648608f4a65a7e38edadf4d7bb57e8bc25

Observation 04a4bea5-950d-4173-995f-75cc564e33de · outbound

This paper cites When the curious abandon honesty: Federated learning is not private,.

Covert Attacks on Machine Learning Training in Passively Secure MPC When the curious abandon honesty: Federated learning is not private,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:31:34.181554Z

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.

source=pdf_text observed=2026-08-07T15:31:33.852962Z digest=sha256:3e93efa5074ca766a87ee1de92ec2702d6917af68084417e355e3338153c0f83

Observation dfe2941c-29bf-495d-be89-e08640249fb9 · outbound

This paper cites To Be Forgotten or To Be Fair: Unveiling Fairness Implications of Machine Unlearning Methods.

Covert Attacks on Machine Learning Training in Passively Secure MPC To Be Forgotten or To Be Fair: Unveiling Fairness Implications of Machine Unlearning Methods

Reference 55

Resolution
verified exact
local_arxiv, observed 2026-08-07T15:31:33.958032Z

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.

source=pdf_text observed=2026-08-07T15:31:33.855961Z digest=sha256:355d336c5c76338019a419933b79b512428cc8b5ce19b83f531e9b8304b123a9

Observation 89b2313d-2346-461e-9e9d-35e295b821fc · outbound

This paper cites Poisoning attacks on algorithmic fairness,.

Covert Attacks on Machine Learning Training in Passively Secure MPC Poisoning attacks on algorithmic fairness,

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-07T15:31:33.859113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:31:33.859113Z digest=sha256:e560b1a3a888795c8b00421fa9a96bf019ce6ce7ff090272f1d071d326518ef2

Observation 02911bd7-6b57-4b95-9f30-a350a458689a · outbound

This paper cites On Adversarial Bias and the Robustness of Fair Machine Learning.

Covert Attacks on Machine Learning Training in Passively Secure MPC On Adversarial Bias and the Robustness of Fair Machine Learning

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-07T15:31:33.862634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:31:33.862634Z digest=sha256:6bd01af37c46b13c3d8847d18547768931481b3220d27ccc267cb27a7af2777e

Observation cc189feb-b6d8-4156-8339-50d2cf354a19 · outbound

This paper cites Amplifying membership exposure via data poisoning,.

Covert Attacks on Machine Learning Training in Passively Secure MPC Amplifying membership exposure via data poisoning,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:31:34.167418Z

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.

source=pdf_text observed=2026-08-07T15:31:33.866067Z digest=sha256:5ee9454ecb2f2aa9b3c5619344e0ae332a4bad6c7fa3d63ee203ec5121493634

Observation b9f0f6b9-dd35-4122-b4d1-8a129eaded99 · outbound

This paper cites Truth serum: Poisoning machine learning models to reveal their secrets,.

Covert Attacks on Machine Learning Training in Passively Secure MPC Truth serum: Poisoning machine learning models to reveal their secrets,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:31:34.158411Z

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.

source=pdf_text observed=2026-08-07T15:31:33.869156Z digest=sha256:093e87cbcbb72f6fe4ea9a80d2bf761c2470a59c02331fc3dd317557435ce60f

Observation 4ba1f057-44f2-43ff-aa83-9cf75ca075e7 · outbound

This paper cites The privacy onion effect: Memorization is relative,.

Covert Attacks on Machine Learning Training in Passively Secure MPC The privacy onion effect: Memorization is relative,

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:31:34.149160Z

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.

source=pdf_text observed=2026-08-07T15:31:33.872105Z digest=sha256:fc70b6c0e913f1f356ab9bc2456c24abe2f57cf5bd1dd01da5b284de0ea156c9

Observation 3476df3d-dcad-4843-9c4e-3578bfcafc8c · outbound

This paper cites Cryptography secure against related-key attacks and tampering,.

Covert Attacks on Machine Learning Training in Passively Secure MPC Cryptography secure against related-key attacks and tampering,

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:31:34.139624Z

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.

source=pdf_text observed=2026-08-07T15:31:33.875188Z digest=sha256:82c75fcf073e4239d738e84e23754e9596e953e8e2f90dcb07d5c959610c2097

Observation be7ddfc7-748f-459c-a075-f7e22cd6c199 · outbound

This paper cites Related-key security for pseudorandom functions beyond the linear barrier,.

Covert Attacks on Machine Learning Training in Passively Secure MPC Related-key security for pseudorandom functions beyond the linear barrier,

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:31:34.130329Z

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.

source=pdf_text observed=2026-08-07T15:31:33.878103Z digest=sha256:85cf77f9aa6fa46158d135bf9acbcae4162eaf1cfdfb6d5569efd0528f8f6f33

Observation a97a416b-3ff9-4a51-a75b-d0b7a813c9bc · outbound

This paper cites Learning representations by back- propagating errors,.

Covert Attacks on Machine Learning Training in Passively Secure MPC Learning representations by back- propagating errors,

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:31:34.120465Z

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.

source=pdf_text observed=2026-08-07T15:31:33.881346Z digest=sha256:708a6ce92ad577c9500a10513f2223315ecba07441b85ae130a46b19eeb272d9

Observation d1bff0d8-18c2-4544-9504-abd8063991bd · outbound

This paper cites Protocol:.

Covert Attacks on Machine Learning Training in Passively Secure MPC Protocol:

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:31:34.110229Z

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.

source=pdf_text observed=2026-08-07T15:31:33.885353Z digest=sha256:20b94e56170a17bb399a814ada68a1b33a275273c6770f9e14e12c1d46d31b97

Observation 26581aa4-b564-463d-8de7-efcb0bb3c66a · outbound

This paper cites an unresolved cited work.

Covert Attacks on Machine Learning Training in Passively Secure MPC Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:31:34.092539Z

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.

source=pdf_text observed=2026-08-07T15:31:33.891392Z digest=sha256:687f044cd070f450a5197dc3d7287bfaacd7a4aed3ae7730c7d568c141f14732

Observation b4051e93-88a9-4528-ba83-6cf2c718aa67 · outbound

This paper cites Figure 5: Parameter Transfer Attack from Section 5.1 Neuron Override Input:Trigger δ, data mean µ, mean scaling α, target neuron index j.

Covert Attacks on Machine Learning Training in Passively Secure MPC Figure 5: Parameter Transfer Attack from Section 5.1 Neuron Override Input:Trigger δ, data mean µ, mean scaling α, target neuron index j

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:31:34.073492Z

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.

source=pdf_text observed=2026-08-07T15:31:33.898573Z digest=sha256:719dee0a0cd20869175b2dd613f8e0aabb9aa133d4dfdf0a5799811cc651ca70

Observation d32147f2-898d-49e8-b98b-00a2245b24e7 · outbound

This paper cites Figure 6: Neuron Override Attack from Section 5.2 Scaling for Reconstruction Attacks Input:Attacker protocol inputs: Attacker target class (one hot vector) y, scaling strength C.

Covert Attacks on Machine Learning Training in Passively Secure MPC Figure 6: Neuron Override Attack from Section 5.2 Scaling for Reconstruction Attacks Input:Attacker protocol inputs: Attacker target class (one hot vector) y, scaling strength C

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:31:34.063727Z

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.

source=pdf_text observed=2026-08-07T15:31:33.902502Z digest=sha256:534b8c6d38e2d5b963a1809ab6d9298fdefec4058b957c05b9b3fed975420fef

Observation 0db1ac4c-7faf-4255-a5c8-16c22b79fce4 · outbound

This paper cites an unresolved cited work.

Covert Attacks on Machine Learning Training in Passively Secure MPC Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:31:34.101340Z

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.

source=pdf_text observed=2026-08-07T15:31:33.905842Z digest=sha256:36b170f23fd8c297a13fb7a7cbc07209cf2771bf9b0289265eb06c8a047337a4

Observation 257db303-4076-4d67-98d9-8e1e7a20ac3a · outbound

This paper cites an unresolved cited work.

Covert Attacks on Machine Learning Training in Passively Secure MPC Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:31:34.054397Z

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.

source=pdf_text observed=2026-08-07T15:31:33.908724Z digest=sha256:334db36ea7353bbb47f83e56f924252716057d00fa35403102a85829f65a796a

Observation 5158db18-5528-4361-b55c-b028596dea96 · outbound

This paper cites an unresolved cited work.

Covert Attacks on Machine Learning Training in Passively Secure MPC Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:31:34.083429Z

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.

source=pdf_text observed=2026-08-07T15:31:33.911625Z digest=sha256:43930eba9bf77ab83c0b9338bae94ac993618be2ee232ae26016f255d2c0aa41

Observation f16e7b26-dcf8-4924-b4bf-2df1b32c81cd · outbound

This paper cites After Protocol (Reconstruction):.

Covert Attacks on Machine Learning Training in Passively Secure MPC After Protocol (Reconstruction):

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:31:34.045164Z

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.

source=pdf_text observed=2026-08-07T15:31:33.914807Z digest=sha256:23ee497760b152b22cede7efdc8d61dc0b24085a5a00d9dcbf0269f04d6aa46b

Observation 1850e35f-8ee6-4c74-83af-81dfd9d723a5 · outbound

This paper cites flip” parameters will flip the results of comparisons made in the MPC sigmoid. To flip only one element of a batch, the corresponding “flip.

Covert Attacks on Machine Learning Training in Passively Secure MPC flip” parameters will flip the results of comparisons made in the MPC sigmoid. To flip only one element of a batch, the corresponding “flip

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:31:34.035526Z

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.

source=pdf_text observed=2026-08-07T15:31:33.917677Z digest=sha256:1b2404fc2912f20abcab8a38d0d0b857e05b5715aa82e1dc7a7c677bb3ff7e81

Observation b5eb256f-252c-4a77-8907-7e97d0ad4976 · outbound

This paper cites CrypTen: Secure Multi-Party Computation Meets Machine Learning.

Covert Attacks on Machine Learning Training in Passively Secure MPC CrypTen: Secure Multi-Party Computation Meets Machine Learning

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-07T15:31:33.729910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:31:33.729910Z digest=sha256:b0fd5090e4f71ef4ce503d9761b09ba24d0b657ccd0141417434d6241d374e4d

Pith citing papers

No inbound Pith citation observations are available.