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Paper Citation Record · LEDGER

Covert Attacks on Machine Learning Training in Passively Secure MPC

As of 15 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 2026-08-15T06:32:42.880941+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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verified fuzzy
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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.673355Z digest=sha256:165658c31df9b2f9f5af6154ccf954a6b471263359e67b5e35f39634bbe1c766

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.677375Z digest=sha256:775537d9dc66b96d72f4ab87e5652bfca42722762ce6bcc8ea2241e25782e0fc

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.681394Z digest=sha256:2ec3de34b086a097f083d2808597ff0570683b80aa397217d70d11e31c9e5a36

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.684719Z digest=sha256:56812fa351d25698fd24387fd50f53e2a64d19bab71d24fa57540a06d1047de3

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.688680Z digest=sha256:c6332374cb65ded58bc8246dfe62399f0ce856c9330ed4658971b99a7435b05b

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.691809Z digest=sha256:e0691b60370f130ab8c82f07120dd578f382d4114cb024c3d6582218dfbfe781

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

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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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.695637Z digest=sha256:fcd6f9407b30c469457682b84c5995d33fb54a073effdaaf083f12993c3c2fe9

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

Resolution
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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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.698608Z digest=sha256:b5254438637bc3ddd48aa57464dbbff9cdae286dfd8073a43c46068f0e084068

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

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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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.701436Z digest=sha256:839c5df4fbc01e4afc5bc6071576cc6c1cd703dd3186d48240b4524845e06270

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.704597Z digest=sha256:7af5e32cd47f877d7d293de77c82a057fe6ac219bcb4ce4daa5ad52412931589

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

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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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.708430Z digest=sha256:5ada1daefd841aa18bc94f7fd9b1c9981a81a617d59f86e52315858f46dbb386

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.713036Z digest=sha256:5898b51280ddfeceed5398219ba07a7c8b9516215625c79f5e6a6b3b146766e8

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.716004Z digest=sha256:f6aef24391793552602fda4fb463fd5e5ec76edfe6f067f8cb09045cbc511b5e

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

Resolution
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:fba2ea1e39f176879f5bb461616af8941d02bb817363be75d5b02fc7a4f90761

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.723623Z digest=sha256:5892783ef12b4b7b3c71eebf553b5cbb9fb7c9a36303e555266f91ec763a75bf

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.732921Z digest=sha256:efed9ac9bdf771aefbbe7bf2a5b2da991df11ce254018ba5fd83450428a16f68

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.736853Z digest=sha256:f24ac086acb06ddd28f56c41f0303fe89fa6cd79cba8d274245c27989eda7217

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.739743Z digest=sha256:baefb934152be3564d8eeabb8113e5d33692b3d3ec1f573bffa5cefffb8905e2

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.742609Z digest=sha256:d2e22525537e71c60692942dbb893cce5acb9ad0c64250c99994e163d0ce3df6

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.745609Z digest=sha256:0c2fec48444d4e89ad5b9558b58eb83966db360af6a12260d71379b123b335e0

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.748698Z digest=sha256:1c5d65926022988f2b95cc693e03735a1e1fee4b24a03bdaa818e3cb9f041259

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.751813Z digest=sha256:c3649afa4df8e1291cb67ccabc8ce4cb6e54c39f30b28308d1784cbe9c1744e3

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.755078Z digest=sha256:52c56563db741d0f57d959fe072aac668c248ad02734a7c569a66fc1a3e813d6

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.758244Z digest=sha256:226ac4528700fa9f890bd9a9a74f3205ee04adaaf991cc896cfe3796d558ff7f

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:c70e4496ac65e6f0a9c9ddcd6d41eee5328093f9f8c8c8269a4864783f6ad8d1

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=sha256:69efcaa46b328ed0591441ad5bc1ab984d1c63a62937ed131cf1e8dad9ad779f

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.768592Z digest=sha256:61c44b49b5824dcfc6e5bfb1f6925943842433dd534b4c4801722f1dfb2bee6e

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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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:f475ef757036350d49623a9265009420cc3b8f14e93fa504d8ccf581b018c3a6

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:d2d6e8eb49a038ed85e8c9ae065281abfd0311173023f05b9aa3c6e833636fd6

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.778461Z digest=sha256:8af5df957a29a37b6483859797cf15f1846dc94b1d0549e003ce0086e4f8f443

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.781713Z digest=sha256:560b4d351f4dc158b9abb0f3df6d0fe9bfe5ecbd100d936147c437d0ff487745

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.784803Z digest=sha256:d1762c2463c51eaa771323465d2dc6415f8d6bcaee19112b86e45acb033b9296

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.788384Z digest=sha256:4cf4c38fba4937f31922d1903675b22dc401836025e8ba55ec283230e5e66105

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.791442Z digest=sha256:d9cd92369552374eb54875e57639454e923536a664806fd3a10e18df94ac1052

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=sha256:1c7c2d40c5a7c2700a3721e2e8045d98112e0834e2772a86be6367e501f88517

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.797409Z digest=sha256:fe8577e4d964a7bbb3f11dcd9def2f8021af432341ec10a74f9d5fd1d95c57db

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.800463Z digest=sha256:457adefde351bc92974bf0f38a96971327d24b5d4facd5e5589ea8c049c3db59

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.803644Z digest=sha256:11106d45ccdef48b3b09f0d07fead04f7d6776f0921b79cec83b89937c7b6d4d

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=sha256:05167176a1bf38abe590c262fd6fc4a75fc02a4c7e578a5ed3a4ea8bb088f540

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.809751Z digest=sha256:4a638bc1d21f232379ba5def1246b5cda2ce6b2ca713492ab6d1348968ef4de2

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.813728Z digest=sha256:8a4cade91a255ce6ea066259a145c1d04af1d0cb758bd7f97417330feeaddd08

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.817172Z digest=sha256:7765cc784e7097e399630cc86f079637a3969d3df5ff602e9b41dfd41657efb5

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.819918Z digest=sha256:eba450cb756fa412b342fb7a9ee27575d55cf31220f4e78855ad98600a48913e

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.823352Z digest=sha256:9b23e4a88b7c2c9b35a67ee7178a908d1b5a38a6ccc78605dedc6768a0712a31

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.826624Z digest=sha256:4a016ce34163d5c6ccdcc27a95613d22bf3d8cd3ebcb4105dd76b831bda9276b

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.830081Z digest=sha256:7b0c9dc645aedfbfae3e5fda94a9a8410de37c842d9e990b797cdf5459932cc0

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.833490Z digest=sha256:6e0d7bbc077cd147a67bd1ce0be0b203881174ca8330aee64e21a7fa0c12e73e

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.836364Z digest=sha256:c1c335078712e2aeb49a24c1b881e1de274bb44060be64fc9d9e38e3b81507c7

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=sha256:24b466134016cafcb6df1e186f6a03cfa1b724799fc16018f13f12651492a0db

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.843214Z digest=sha256:0c56632a90e6669135c750e0207eaf9a43cb1dbd77fdaf54fc61f699d09e506c

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=sha256:09e93606dcd858ef91a60eb3d614563613bfa76d0a7e228d596671dd79a21a3d

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.850023Z digest=sha256:b24bdd76485d398f3bf3cf5f196acdc467a03c49482d338b31ea8ff1eb8b0fd3

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.852962Z digest=sha256:80ea335d4c33933ce6428954f084f488060c5b9b5c0a41401baa36bf33fd7893

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.855961Z digest=sha256:bfd1b87a4aaf425732af495bb8c0baf210076c888949dc7aeb52010f085280f8

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=sha256:0646d63eb6797add8edf7ddc02f91f6e18484d803a1024554683b2624fedc16b

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:ba4014060bfc48570b02ebfb9aa1bb28c833c36337ef917d07a707664e36513b

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.866067Z digest=sha256:4e4fdd84f3199cd270c3f4d7837731ecef1377c1aa5cee52b36cb31c32adac76

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.869156Z digest=sha256:35473216f0ad237418a12ccb3f981f5a077af5aabfdcf8884bc1f46d436cf30b

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.872105Z digest=sha256:aeb1b3529070818ee798a2fa9a71e53c0cdbc0ea682f49c4e39d309a5fc46df3

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.875188Z digest=sha256:00d98c092e9868d6317929781531c3d87af33ee14cc066c23253f7526d327daf

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.878103Z digest=sha256:96222245fd8347653a307c4595ed1716744e65297b3cb6ebf3c3cd21043f6b51

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.881346Z digest=sha256:d2530865ae59d49de9b8c8ded9705eee07e5038d73ed8989ca8af8e8adf92fb0

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.885353Z digest=sha256:5b012da2b5e377b2187a2456c48a9e0ad267afb7f2586fad3e31ba70ebb004ab

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.891392Z digest=sha256:090aa0969d6cdcd3731a9e908cc24f14f88bd5cc45e04590848d3466160ed38f

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.898573Z digest=sha256:fe892014b99ea329f8e1964bea9354e4200211c85ef876c1ba078e96402948c9

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.902502Z digest=sha256:d7f8a97c917ffd8e0ce5c7ebba18f4b3545b70b3c93af65e65de7997a7335399

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.905842Z digest=sha256:138fb2d2313eac8bf272f7b9a6f80d8beca7c28c742bbb10250e64fc6b4f1c6e

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.908724Z digest=sha256:2a771c5ca6ae56f698ab158a41545ae649134ecefb9aaabe777e0c0dca0b5348

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.911625Z digest=sha256:eaf997a5b916e61c623961773613650aefa078fd3134b19b64367e666968ac81

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.914807Z digest=sha256:f4a395ea60961a3e07c9bb3dfcc146b90abe56abe6eacbe0be6c4bd710babcd9

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T15:31:33.917677Z digest=sha256:0b9302b9a682d8fd16208132a2a184fb88ff88aee8aa81ca06987b46ba59684f

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

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

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source=pdf_text observed=2026-08-07T15:31:33.729910Z digest=sha256:cde80118328ba51f8138f102e6912c5ed8efa14f39754a9891c869b179c2112f

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