Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T15:31:33.917677Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T15:31:33.917677Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
72 of 72 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation c4b91da9-5ccc-452a-ba4c-ce8782ff8fc2 · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC SecureML: A system for scalable privacy-preserving machine learning,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b60adb3e-2c62-47e5-a902-3dd5995be7b8 · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC SecureNN: 3-party secure computation for neural network training,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4f85e5b2-6dde-40f7-bf00-2f83ed0770e1 · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Falcon: Honest- majority maliciously secure framework for private deep learning,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ced23595-0e45-4a49-8d01-d00ab6604dd4 · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Secure quantized training for deep learning,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8dd2c039-0d6d-4633-9b9a-07a6e872f06a · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Cryptographically private support vector machines,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 486d749c-e2b2-49c1-aceb-d2b69aaf4ca2 · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC ABY - A framework for efficient mixed-protocol secure two-party computation,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 10691e4d-9f40-45cb-b75d-05d4d802ac36 · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Cerebro: A platform for multi-party cryptographic collaborative learning,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3648f861-9fc9-496d-a7b7-2c22f4bdf81a · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Manticore: Efficient framework for scalable secure multiparty computation protocols,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 9ed4198e-dce5-4c91-968f-eb8cbd59313d · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Private collaborative neural network learning,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 9569797b-7619-4941-9de2-b5b2c462cd34 · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC BOLT: Privacy-preserving, accurate and efficient inference for transformers,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5ab52f49-1394-4a0d-b963-4777f8a3a061 · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Iron: Private inference on transformers,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e58f399b-59bb-4eb6-addb-8e4e9aecf3de · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Sharemind: A framework for fast privacy-preserving computations,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a02adeac-cc92-497f-a6e9-ad7bdb95657d · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Unresolved cited work
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 2a89f051-8e44-47bc-82ab-7a9dde0a40b7 · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Private Machine Learning in TensorFlow using Secure Computation
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a4101bc9-d5c7-45a2-90ba-0867ee7fa9be · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Mpyc: Multiparty computation in python,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 68a65ff4-6f16-475e-bca5-58452c13ac8d · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC CryptGPU: Fast privacy-preserving machine learning on the GPU,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d428cac5-1a0a-4bfe-9051-2920dcd6e0cd · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 94f2b2a4-3edb-4402-891b-a7aed82e382d · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Auditing differentially private machine learning: How private is private sgd?
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e549c80a-fa65-4b6f-a597-3a1e4533d5ee · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Adversary instantiation: Lower bounds for differentially private machine learning,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b6c0b8d2-4189-401b-a2ea-47576c011753 · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Security against covert adversaries: Efficient protocols for realistic adversaries,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a9ea0a51-f8c6-4710-87ac-34858ae64120 · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC CrypTFlow: Secure TensorFlow inference,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 60cfa606-416a-4dbe-8b12-a4bd791d0add · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ef108fb1-0ca9-47e1-9f1b-81371befa5b2 · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Circuits resilient to additive attacks with applications to secure computation,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6b94eb1f-b012-4d11-b2d8-89af0c741cfb · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Exploiting machine learning to subvert your spam filter
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4e73269f-ec8b-416c-b6bc-9f4dc465b5ba · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC How to backdoor federated learning,
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 138c3c66-26ce-4228-b8e0-dbc2219a71e0 · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Poisoning Attacks against Support Vector Machines
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b9b98251-71ab-4c18-9a4a-3ae4641bf21d · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Manipulating ma- chine learning: Poisoning attacks and countermeasures for regression learning,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e76f7c75-3919-47e4-8cdd-687b8ce4b8d2 · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b652768f-63c7-4b92-b203-847035e57fd8 · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4c577fb7-88d7-4818-ac60-ff4dfdb99cf4 · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC When does machine learning FAIL? Generalized transferability for evasion and poisoning attacks,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 912afcb9-6949-4e46-b177-aff98fcd25da · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Poison frogs! targeted clean-label poisoning attacks on neural networks,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3ae0291f-9cdf-49e4-b95f-0e8c3fe60889 · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Subpopulation data poisoning at- tacks,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 39fa9741-88d0-49a1-bfe0-3df9dfe90a4a · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Membership inference attacks against machine learning models,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 356e62f1-1d66-4132-a485-632121dfbc26 · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Privacy risk in machine learning: Analyzing the connection to overfitting,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a7bb0f7d-3fc5-47dd-9cf7-a29986088b61 · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Membership inference attacks from first principles,
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6ec4523b-2367-49b5-b01b-c97570fbfa34 · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Enhanced membership inference attacks against machine learning models,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 219e884d-09b5-4503-b4c1-088f5119afa9 · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Extracting training data from large language models,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c7946920-f8a5-4a24-861a-0f3d11dd396f · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Reconstructing training data with informed adversaries,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f1b5eac1-ee3a-44a2-8455-0a3b5e8e351c · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC A Note On Interpreting Canary Exposure
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cec99cc9-1c7a-411c-80c2-4f36f3e7326e · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Bounding data reconstruction attacks with the hypothesis testing interpretation of differential privacy
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 019cd2f7-7aca-4c43-a101-091dcd39cbe8 · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Muse: Secure inference resilient to malicious clients,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 735913f9-e2d3-4dad-aa54-37ac38f391ba · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC SafeNet: Mitigating data poisoning attacks on private machine learning,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d4beb931-9b53-4571-ad10-8eda2119b2e1 · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Improved primitives for MPC over mixed arithmetic-binary circuits,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation cfe8db6f-6248-423c-974b-06175b61ca83 · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC ABY3: A mixed protocol framework for machine learning,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a6bce3bb-c846-4da2-a534-40f213de7b21 · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Benchmarking privacy preserving scientific operations,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b7e50a9a-38c0-4d62-b652-eef7713bdf22 · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Property inference attacks on fully connected neural networks using permutation invariant representations,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d9988844-cd85-43a5-81b1-5122a36a7238 · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Reverse-engineering deep ReLU networks,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 513240e1-35fb-44e0-af07-df74f0c88499 · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC High accuracy and high fidelity extraction of neural networks,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f1f0940a-3cdb-40cb-8ce0-3c0af77514c7 · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC JAX: composable transformations of Python+NumPy programs,
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7e748bfb-d370-4ccf-87cb-825dda94fd86 · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Analyzing federated learning through an adversarial lens,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a249a716-6c75-45a0-8c27-7f08081c183e · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Editing Models with Task Arithmetic
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 731f19f2-cf08-4c0b-ace0-adf18ae35ac8 · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Handcrafted backdoors in deep neural networks,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 04a4bea5-950d-4173-995f-75cc564e33de · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC When the curious abandon honesty: Federated learning is not private,
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation dfe2941c-29bf-495d-be89-e08640249fb9 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 89b2313d-2346-461e-9e9d-35e295b821fc · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Poisoning attacks on algorithmic fairness,
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 02911bd7-6b57-4b95-9f30-a350a458689a · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC On Adversarial Bias and the Robustness of Fair Machine Learning
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cc189feb-b6d8-4156-8339-50d2cf354a19 · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Amplifying membership exposure via data poisoning,
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b9f0f6b9-dd35-4122-b4d1-8a129eaded99 · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Truth serum: Poisoning machine learning models to reveal their secrets,
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4ba1f057-44f2-43ff-aa83-9cf75ca075e7 · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC The privacy onion effect: Memorization is relative,
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3476df3d-dcad-4843-9c4e-3578bfcafc8c · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Cryptography secure against related-key attacks and tampering,
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation be7ddfc7-748f-459c-a075-f7e22cd6c199 · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Related-key security for pseudorandom functions beyond the linear barrier,
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a97a416b-3ff9-4a51-a75b-d0b7a813c9bc · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Learning representations by back- propagating errors,
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d1bff0d8-18c2-4544-9504-abd8063991bd · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Protocol:
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 26581aa4-b564-463d-8de7-efcb0bb3c66a · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Unresolved cited work
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b4051e93-88a9-4528-ba83-6cf2c718aa67 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d32147f2-898d-49e8-b98b-00a2245b24e7 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0db1ac4c-7faf-4255-a5c8-16c22b79fce4 · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Unresolved cited work
Reference 71
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 257db303-4076-4d67-98d9-8e1e7a20ac3a · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Unresolved cited work
Reference 72
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5158db18-5528-4361-b55c-b028596dea96 · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC Unresolved cited work
Reference 73
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f16e7b26-dcf8-4924-b4bf-2df1b32c81cd · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC After Protocol (Reconstruction):
Reference 74
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1850e35f-8ee6-4c74-83af-81dfd9d723a5 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b5eb256f-252c-4a77-8907-7e97d0ad4976 · outbound
Covert Attacks on Machine Learning Training in Passively Secure MPC CrypTen: Secure Multi-Party Computation Meets Machine Learning
Reference 2021
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.