Paper Citation Record · LEDGER

A Survey on Private Transformer Inference

As of 15 August 2026, this Paper Citation Record lists 69 of 69 outbound references and 3 inbound Pith citation observations for arXiv:2412.08145.

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

pith.paper-citation-record.v1
2412.08145 v1

Coverage vector

measured 69 of 69 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T18:12:27.126181Z

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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:58:10.652981Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T10:46:31.684486Z

Reference resolution

69 of 69 outbound references displayed

verified exact1
verified fuzzy2
unresolved65
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 858133af-acaa-4bb2-a341-7869906c8ef3 · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:27.993920Z

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.

Observation 3b378d64-8915-493f-aed6-c889854a46ad · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:27.982354Z

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.

Observation 4a06cc36-9eb8-4fc7-9076-da1f67c2cd5b · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:27.970640Z

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.

Observation 724cdc9e-185d-423d-ae34-0575afe19205 · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:27.959315Z

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.

Observation 7d1c3d99-a351-4854-80b6-b4e149deee9d · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:27.946744Z

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.

Observation 2907824e-ccf7-4b71-91e7-d3788f2753a9 · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 6

Resolution: malformed identifier; raw_fallback, observed 2026-08-11T18:12:27.935073Z

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.

Observation 8c6bd9db-3e97-4bcf-a38d-50d60e188adc · outbound

This paper cites THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption.

A Survey on Private Transformer Inference THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T18:12:26.874082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36c6fbfd-c6c9-4e8d-9acf-1a570ba4fa98 · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:27.923987Z

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.

Observation f69cbc95-4722-4510-86f5-8bf32af3eff3 · outbound

This paper cites Faster CryptoNets: Leveraging Sparsity for Real-World Encrypted Inference.

A Survey on Private Transformer Inference Faster CryptoNets: Leveraging Sparsity for Real-World Encrypted Inference

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T18:12:26.883121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7369fe89-22b3-423b-ae55-e8cd92692138 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

A Survey on Private Transformer Inference BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T18:12:26.887510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09833202-fc3b-4075-bf12-4c391b498b4b · outbound

This paper cites East: Efficient and Accurate Secure Transformer Framework for Inference.

A Survey on Private Transformer Inference East: Efficient and Accurate Secure Transformer Framework for Inference

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T18:12:26.892163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87f33881-0124-4539-bc5a-0803dae6e366 · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T18:12:26.896766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d67a0dce-9e53-44fb-bb2b-7000b6382216 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

A Survey on Private Transformer Inference An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T18:12:26.901276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 546c80d7-2f41-48ed-82f8-8151b271c4bb · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:27.911630Z

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.

Observation c6d2b931-7324-444d-8420-e3bf1dec2a5a · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:27.898691Z

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.

Observation 7eb9e73a-d83b-41aa-babd-f0138e6b7766 · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T18:12:26.913273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation baa45076-f2ea-4d94-b286-b639bb418bd3 · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:27.879890Z

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.

Observation 1f8053ee-5506-4a4d-82aa-ddf934fe1be1 · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T18:12:26.921391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83d24669-df3f-4480-a906-f4a43a5d347a · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T18:12:26.925941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83cc5e8b-4ae4-4000-af5a-6e66fbf2ebe2 · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:27.855190Z

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.

Observation 6b737166-f689-483b-9a53-a59c1dac6ceb · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:27.844241Z

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.

Observation 8e578f48-57b9-44c7-815a-993b8571b951 · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:27.832614Z

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.

Observation fba78dae-1ce5-4d39-b053-60036ab60312 · outbound

This paper cites TinyBERT: Distilling BERT for Natural Language Understanding.

A Survey on Private Transformer Inference TinyBERT: Distilling BERT for Natural Language Understanding

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T18:12:26.940778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fa830d5-ed3e-4ba7-95be-359b08331296 · outbound

This paper cites 2018.{GAZELLE}: A low latency framework for secure neural network inference.

A Survey on Private Transformer Inference 2018.{GAZELLE}: A low latency framework for secure neural network inference

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:12:27.822521Z

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.

Observation f48d2c18-51a3-4035-a55f-4becf6eb7658 · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:27.811924Z

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.

Observation 3de5eb33-becc-4054-970f-77d32379cc5c · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:27.800665Z

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.

Observation 217c6853-d88e-496d-89b9-c8348407597d · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:27.788962Z

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.

Observation 2c32794c-6aed-42a0-8723-a67b431d8543 · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:27.777867Z

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.

Observation 318ea402-ed6a-47f5-97b8-898853ea2508 · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:27.767139Z

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.

Observation c64dcf90-cf91-4888-8afa-1edd8306b0b5 · outbound

This paper cites LLMs Can Understand Encrypted Prompt: Towards Privacy-Computing Friendly Transformers.

A Survey on Private Transformer Inference LLMs Can Understand Encrypted Prompt: Towards Privacy-Computing Friendly Transformers

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T18:12:26.968422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1b72a15-24a5-4bfc-937d-8cb3139b3f33 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

A Survey on Private Transformer Inference RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T18:12:26.972403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21b0d93e-dfba-4f9d-aa1b-3f4f207a206e · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:27.756084Z

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.

Observation 6fc646da-50bb-448c-a693-0b989188f8ec · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:27.745382Z

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.

Observation c0bfd855-13cd-4fb8-8d48-7defe9d933f3 · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:27.735067Z

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.

Observation 81cc4884-b348-4e34-8959-6d40322fe64d · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:27.722627Z

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.

Observation 82965213-6c76-4f02-a72b-437c21f7131c · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:27.711994Z

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.

Observation 375a1fde-6676-4c78-8898-8e75a64ec720 · outbound

This paper cites 2023.{SecretFlow- SPU}: A Performant and{User-Friendly} Framework for{Privacy-Preserving} Machine Learning.

A Survey on Private Transformer Inference 2023.{SecretFlow- SPU}: A Performant and{User-Friendly} Framework for{Privacy-Preserving} Machine Learning

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:12:27.701432Z

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.

Observation c2424b77-079f-403e-9d76-79e47318183c · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:27.689755Z

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.

Observation 6fe3de73-f67c-4d32-883d-776adcdebb61 · outbound

This paper cites Pointer Sentinel Mixture Models.

A Survey on Private Transformer Inference Pointer Sentinel Mixture Models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T18:12:27.003889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 233d779d-c5f7-484b-9005-81a4b8bbf5fe · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:27.677922Z

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.

Observation 827bfd8f-9c83-42ea-a6a5-5ed7d036e512 · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:27.664675Z

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.

Observation b98cc24f-bda6-49c2-a331-ed3cfff925ce · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:27.652694Z

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.

Observation d64be911-d8fa-4338-bd28-5f620934487e · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:27.641864Z

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.

Observation ff569dcf-8825-48e5-b00e-97ce02511ec0 · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:27.630476Z

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.

Observation e2b278a3-d1d2-4752-a59a-28f5f6d75a9c · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:27.618546Z

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.

Observation 5cad2a0d-c71b-479e-86d5-c224830a7aed · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-11T18:12:27.036578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33e59059-3207-48a7-aeec-2b375aec065e · outbound

This paper cites MPC-Minimized Secure LLM Inference.

A Survey on Private Transformer Inference MPC-Minimized Secure LLM Inference

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-11T18:12:27.040353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5b3bdc5-0b94-4aa9-b6d3-afd85fbf39bd · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-11T18:12:27.044368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 521ed0f0-f6ca-4f4f-a8c2-66e870b9540a · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:27.592684Z

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.

Observation ce92987f-01f4-4b78-8cc2-c0f826dfc07f · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:27.581427Z

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.

Observation b3456348-bac5-4313-9d14-c8246ef8b9dc · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:27.569130Z

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.

Observation 3e9cf584-6128-4e50-899d-9787824348b0 · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:27.557170Z

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.

Observation 4c21d691-8db4-42cb-9117-bb5288238f1c · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

A Survey on Private Transformer Inference LLaMA: Open and Efficient Foundation Language Models

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-11T18:12:27.063242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5713ae38-9d7c-4e33-96c2-54d6984f64de · outbound

This paper cites Well-Read Students Learn Better: On the Importance of Pre-training Compact Models.

A Survey on Private Transformer Inference Well-Read Students Learn Better: On the Importance of Pre-training Compact Models

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-11T18:12:27.066910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe9fa186-f9c3-4116-82e7-e9697408d43b · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-11T18:12:27.070703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23cd8665-21d0-44dd-bc47-d3c3fca8b505 · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:27.537225Z

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.

Observation 1a646986-49f9-4713-94ab-22796b628857 · outbound

This paper cites GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding.

A Survey on Private Transformer Inference GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-11T18:12:27.077850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3db0432-e5cb-42cb-a7d1-83846bfa767f · outbound

This paper cites CipherFormer: Efficient Transformer Private Inference with Low Round Complexity.

A Survey on Private Transformer Inference CipherFormer: Efficient Transformer Private Inference with Low Round Complexity

Reference 58

Resolution: verified exact; local_arxiv, observed 2026-08-11T18:12:27.200624Z

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.

Observation 53e38ea8-f2d2-4d6a-8853-51497016db92 · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-11T18:12:27.086544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fc8ab03-b1b5-432c-a264-7e1870b89c92 · outbound

This paper cites PrivCirNet: Efficient Private Inference via Block Circulant Transformation.

A Survey on Private Transformer Inference PrivCirNet: Efficient Private Inference via Block Circulant Transformation

Reference 60

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Observation 1faa82dc-cb52-4c22-8052-9117da8599a9 · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:27.516787Z

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Observation 613c4507-2cd1-4fd1-9b01-c87ac4bf1fe0 · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 62

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:27.504482Z

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Observation f5dedbd0-4505-40ca-8efc-0d69e2ecf1a3 · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 63

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:27.491633Z

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9a2607f8-74d4-42e5-a03b-c805d2af71de · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:27.477125Z

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9925ac47-64a3-40c3-a33b-38ae4cd62a92 · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:27.463148Z

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Observation 59e7f09b-73ab-4e8f-be48-e67d1b34c96c · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 66

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:12:27.450937Z

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Observation 47de0ddf-4783-49b1-8d94-52056d350ae3 · outbound

This paper cites an unresolved cited work.

A Survey on Private Transformer Inference Unresolved cited work

Reference 67

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Observation 94d73a45-8cee-4936-b5fa-bd16877a1df2 · outbound

This paper cites Power-Softmax: Towards Secure LLM Inference over Encrypted Data.

A Survey on Private Transformer Inference Power-Softmax: Towards Secure LLM Inference over Encrypted Data

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-11T18:12:27.122032Z

Source-reported events for the cited work

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Observation 30858644-8b63-4218-8e0f-b1fc64f59ebe · outbound

This paper cites Converting Transformers to Polynomial Form for Secure Inference Over Homomorphic Encryption.

A Survey on Private Transformer Inference Converting Transformers to Polynomial Form for Secure Inference Over Homomorphic Encryption

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-11T18:12:27.126181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation a68bf3d1-67de-4246-ad58-81e5c88b7abc · inbound

Towards Efficient Privacy-Preserving Machine Learning: A Systematic Review from Protocol, Model, and System Perspectives cites this paper.

Towards Efficient Privacy-Preserving Machine Learning: A Systematic Review from Protocol, Model, and System Perspectives A Survey on Private Transformer Inference

Reference 124

Resolution: unresolved; no resolver link, observed 2026-08-06T15:58:10.652981Z

Source-reported events for the cited work

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Observation d15de88d-9484-4fc8-9175-b4e83e5e4f1e · inbound

When Agents Handle Secrets: A Survey of Confidential Computing for Agentic AI cites this paper.

When Agents Handle Secrets: A Survey of Confidential Computing for Agentic AI A Survey on Private Transformer Inference

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-12T10:46:31.687737Z

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 19663210-bde7-4f20-b8e6-7612b7e41fef · inbound

When Agents Handle Secrets: A Survey of Confidential Computing for Agentic AI cites this paper.

When Agents Handle Secrets: A Survey of Confidential Computing for Agentic AI A Survey on Private Transformer Inference

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-09T06:55:44.445659Z

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.