Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC | Paper Citation Record

Observation eaaba5e6-6526-47db-b0c3-ecf9a9c908f6 · outbound

This paper cites https://github.com/ Microsoft/SEAL, November 2020.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC https://github.com/ Microsoft/SEAL, November 2020

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.770636Z

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Observation cdda8804-f990-40aa-a12f-1719dd22f163 · outbound

This paper cites Privformer: Privacy-preserving trans- former with mpc.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Privformer: Privacy-preserving trans- former with mpc

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.755941Z

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Observation e2b023bb-4428-4b9f-9ea1-6a1e68f1a609 · outbound

This paper cites Heliks: He lin- ear algebra kernels for secure inference.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Heliks: He lin- ear algebra kernels for secure inference

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.742042Z

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Observation 6239f5e2-324d-4607-a6ff-2a369a618108 · outbound

This paper cites Ezpc: Programmable, efficient, and scalable secure two-party computation for machine learning.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Ezpc: Programmable, efficient, and scalable secure two-party computation for machine learning

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.731683Z

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Observation 4f3b36e1-90f5-4c29-b04f-ce5fa3bff9af · outbound

This paper cites Accelerating Private Large Transformers Inference through Fine-grained Collaborative Computation.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Accelerating Private Large Transformers Inference through Fine-grained Collaborative Computation

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-15T16:57:14.821645Z

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Observation 4365d78f-2de0-4f89-b043-0dfaaa787c4d · outbound

This paper cites Personal voice assistant security and privacy—a survey.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Personal voice assistant security and privacy—a survey

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.720741Z

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Observation ce8d485e-c386-42f7-b754-f4190b308249 · outbound

This paper cites A full rns variant of approx- imate homomorphic encryption.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC A full rns variant of approx- imate homomorphic encryption

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.709259Z

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 72e5f61f-5f8b-4995-8c9e-f79a7e941d65 · outbound

This paper cites Homomorphic encryption for arithmetic of approximate numbers.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Homomorphic encryption for arithmetic of approximate numbers

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.696932Z

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Observation 67a75133-c04e-4722-b725-3bb4c6881b2a · outbound

This paper cites Eva: An encrypted vector arithmetic language and compiler for efficient homomorphic computation.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Eva: An encrypted vector arithmetic language and compiler for efficient homomorphic computation

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.683420Z

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Observation aa7a59cb-cfdb-4634-8eba-96a09ea49a98 · outbound

This paper cites Puma: Secure in- ference of llama-7b in five minutes.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Puma: Secure in- ference of llama-7b in five minutes

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T16:57:14.337525Z

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Observation b21eb2ed-7825-4de9-8be7-cc92a4c0ef4a · outbound

This paper cites Language models are unsupervised multitask learners.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Language models are unsupervised multitask learners

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.670011Z

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Observation f0686492-9980-4c4c-aba7-354317cc321f · outbound

This paper cites Securegpt: A framework for multi- party privacy-preserving transformer inference in gpt.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Securegpt: A framework for multi- party privacy-preserving transformer inference in gpt

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.658478Z

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 90bb301d-b490-4601-92ee-de3904add24d · outbound

This paper cites Cryptflow2: Practical 2-party secure inference.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Cryptflow2: Practical 2-party secure inference

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.646335Z

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Observation 7f640ec7-2e2c-40b9-9342-5d385c7cc947 · outbound

This paper cites Efficient two-round ot extension and silent non-interactive secure computation.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Efficient two-round ot extension and silent non-interactive secure computation

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.634108Z

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Observation abdce581-d256-447e-b45e-5a4ded34ba7d · outbound

This paper cites Mp2ml: A mixed-protocol ma- chine learning framework for private inference.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Mp2ml: A mixed-protocol ma- chine learning framework for private inference

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.622318Z

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Observation ea88631f-96f4-4041-949d-022295227d5d · outbound

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

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC LLaMA: Open and Efficient Foundation Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T16:57:14.385656Z

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Observation 35049dda-0723-4d1a-a6bd-0208f90780c9 · outbound

This paper cites Rhombus: Fast homomorphic matrix- vector multiplication for secure two-party inference.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Rhombus: Fast homomorphic matrix- vector multiplication for secure two-party inference

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.608762Z

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Observation bf815a74-bd30-498e-8b5b-c7a5a6b98972 · outbound

This paper cites Secure transformer-based neural network inference for protein sequence classification.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Secure transformer-based neural network inference for protein sequence classification

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.594577Z

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Observation fdedccca-29de-451b-a617-5787d16e6d7c · outbound

This paper cites Curl: Private llms through wavelet-encoded look-up tables.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Curl: Private llms through wavelet-encoded look-up tables

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.581711Z

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Observation fb007dcf-c1fe-431c-9709-34b52c651aca · outbound

This paper cites Craterlake: a hardware acceler- ator for efficient unbounded computation on encrypted data.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Craterlake: a hardware acceler- ator for efficient unbounded computation on encrypted data

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.569039Z

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Observation 27c84918-2d0a-4601-b3d7-dcf8476142f4 · outbound

This paper cites Delphi: A cryptographic infer- ence service for neural networks, Jan 2020.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Delphi: A cryptographic infer- ence service for neural networks, Jan 2020

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.556289Z

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Observation 891ebb1d-0d8e-4873-8033-02920df092be · outbound

This paper cites Hyena: Balancing packing, reuse, and rotations for encrypted inference.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Hyena: Balancing packing, reuse, and rotations for encrypted inference

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.543575Z

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Observation 65aa3eb9-693c-4b3a-b7ce-cbb6bba1ed18 · outbound

This paper cites Coinn: Crypto/ml codesign for oblivious inference via neural networks.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Coinn: Crypto/ml codesign for oblivious inference via neural networks

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.518806Z

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Observation 7dcdc1ef-efe0-47fc-b5e1-48d86fcba70c · outbound

This paper cites Privcirnet: Efficient private inference via block circulant transformation.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Privcirnet: Efficient private inference via block circulant transformation

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.503602Z

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d75928aa-fecf-4408-a405-56abb90f813d · outbound

This paper cites Characterization of mpc-based private inference for transformer-based models.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Characterization of mpc-based private inference for transformer-based models

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.487579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation eace6298-5191-48c1-8bfc-18fa5a782940 · outbound

This paper cites Nimbus: Secure and efficient two-party inference for transformers.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Nimbus: Secure and efficient two-party inference for transformers

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.468935Z

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Observation a5d94030-2607-40bf-b542-03d9282d79a1 · outbound

This paper cites F1: A fast and programmable ac- celerator for fully homomorphic encryption.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC F1: A fast and programmable ac- celerator for fully homomorphic encryption

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.454409Z

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Observation e48b5ba6-74ca-4d63-a20f-d1e83bedaa4b · outbound

This paper cites Secure multi-party computation.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Secure multi-party computation

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T16:57:14.444518Z

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Unavailable: canonical work link unavailable.

Observation 589b80ca-82c8-460a-8541-3ab41abdc3f2 · outbound

This paper cites The Foundations of Cryptography - Volume 2: Basic Applications.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC The Foundations of Cryptography - Volume 2: Basic Applications

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T16:57:14.448435Z

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Unavailable: canonical work link unavailable.

Observation 145baded-5163-4265-b628-29891864cecb · outbound

This paper cites Sigma: Secure gpt inference with func- tion secret sharing.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Sigma: Secure gpt inference with func- tion secret sharing

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.414379Z

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3fec6ec1-b646-40db-9c00-fb547fcf87f1 · outbound

This paper cites Iron: Private inference on transformers.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Iron: Private inference on transformers

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.397477Z

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 30ba2325-bacb-4cb1-ac36-ffac8ad2e2b6 · outbound

This paper cites Secbert: Privacy- preserving pre-training based neural network inference system.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Secbert: Privacy- preserving pre-training based neural network inference system

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.379491Z

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Observation cb331f62-48be-4dde-83be-06dd241ad9c0 · outbound

This paper cites Cheetah: Lean and fast secure{Two-Party} deep neural network inference.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Cheetah: Lean and fast secure{Two-Party} deep neural network inference

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.365216Z

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Observation 51f75eea-fa62-4c12-98ef-72afac1c4355 · outbound

This paper cites https://huggingface.co/.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC https://huggingface.co/

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.346141Z

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Observation f43c9e4d-10e2-4167-97d2-7d44962475c6 · outbound

This paper cites Secure outsourced matrix computation and application to neural networks.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Secure outsourced matrix computation and application to neural networks

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.327609Z

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c4b353c9-349a-4ba7-bbda-4e07db112fb5 · outbound

This paper cites Neujeans: Private neural net- work inference with joint optimization of convolution and bootstrapping.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Neujeans: Private neural net- work inference with joint optimization of convolution and bootstrapping

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.314269Z

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7d587b60-9026-404f-9b9f-8b9ade4e7d57 · outbound

This paper cites Chandrakasan.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Chandrakasan

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.297710Z

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Observation 15edaa92-b8b8-4fa9-8573-28cb3a09c65a · outbound

This paper cites Bert: Pre-training of deep bidirectional trans- formers for language understanding.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Bert: Pre-training of deep bidirectional trans- formers for language understanding

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.281743Z

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Observation 5dbb7378-545f-4005-ba97-fba4881e1970 · outbound

This paper cites Optimized privacy- preserving cnn inference with fully homomorphic en- cryption.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Optimized privacy- preserving cnn inference with fully homomorphic en- cryption

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.268018Z

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Observation 30e7dce8-34bb-46d0-8093-910857cbc3fe · outbound

This paper cites Improved ot extension for transferring short secrets.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Improved ot extension for transferring short secrets

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.253918Z

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Observation 552476ae-b3b5-4aec-bec3-e363de523b43 · outbound

This paper cites Crypt- flow: Secure tensorflow inference.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Crypt- flow: Secure tensorflow inference

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.238543Z

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Observation 8ab79429-a79d-45d3-83c7-51e6dd0e015a · outbound

This paper cites Low-complexity deep convolutional neural networks on fully homomorphic encryption using multiplexed parallel convolutions.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Low-complexity deep convolutional neural networks on fully homomorphic encryption using multiplexed parallel convolutions

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.214163Z

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f0ed776d-4f3f-4c19-8b8a-d96c94e97426 · outbound

This paper cites MPCFormer: fast, performant and private Transformer inference with MPC.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC MPCFormer: fast, performant and private Transformer inference with MPC

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-15T16:57:14.516968Z

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Observation f52384f3-c0c9-4336-be27-c8244e5fcc3a · outbound

This paper cites Efficient 3pc for binary circuits with application to maliciously-secure dnn inference.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Efficient 3pc for binary circuits with application to maliciously-secure dnn inference

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.189964Z

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Observation 185484f7-7f97-49b5-9938-152a9e3c210b · outbound

This paper cites Bumblebee: Secure two-party inference frame- work for large transformers.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Bumblebee: Secure two-party inference frame- work for large transformers

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.176054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 682f9589-703a-4a67-a6b0-5d32f8643c94 · outbound

This paper cites Secformer: Fast and accurate privacy-preserving inference for trans- former models via smpc.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Secformer: Fast and accurate privacy-preserving inference for trans- former models via smpc

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.158690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b5ba8557-c3a2-4d10-9aaf-cccacc20277e · outbound

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

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Secureml: A system for scalable privacy-preserving machine learning

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-15T16:57:14.533125Z

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Unavailable: canonical work link unavailable.

Observation 167c728a-630a-404a-a927-4b58aca9f66b · outbound

This paper cites THOR: Secure transformer inference with homomorphic encryption.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC THOR: Secure transformer inference with homomorphic encryption

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.127936Z

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Observation 1ebe29dc-860d-4942-83ec-73ddf5cd10ab · outbound

This paper cites an unresolved cited work.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:57:15.102803Z

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Observation 0b23af41-4c23-41c9-b824-aa46b49fb273 · outbound

This paper cites Pow- erformer: Efficient privacy-preserving transformer with batch rectifier-power max function and optimized homo- morphic attention.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Pow- erformer: Efficient privacy-preserving transformer with batch rectifier-power max function and optimized homo- morphic attention

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.078186Z

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This paper cites Sirnn: A math library for secure rnn inference.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Sirnn: A math library for secure rnn inference

Reference 51

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Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Mobilenetv2: Inverted residuals and linear bottlenecks

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.048187Z

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Observation c9bbcf2b-4e93-4815-bee3-53347ce69bef · outbound

This paper cites Transformer-based person re-identification: a comprehensive review.IEEE Transactions on Intelligent Vehicles, 2024.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Transformer-based person re-identification: a comprehensive review.IEEE Transactions on Intelligent Vehicles, 2024

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.024430Z

Source-reported events for the cited work

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Observation fbc042d9-ecec-4254-bb37-2f80aab69f1b · outbound

This paper cites Transformers in medical imaging: A survey.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Transformers in medical imaging: A survey

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:15.003859Z

Source-reported events for the cited work

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Observation 10e3e816-2787-43b3-ae05-decf11d26386 · outbound

This paper cites Leveraging gpu in homomorphic encryption: Framework design and anal- ysis of bfv variants.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Leveraging gpu in homomorphic encryption: Framework design and anal- ysis of bfv variants

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:14.989173Z

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Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Unresolved cited work

Reference 56

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Observation 0158850b-cfbc-4391-a2f7-69694435cf9f · outbound

This paper cites MPCViT: Searching for Accurate and Efficient MPC-Friendly Vision Transformer with Heterogeneous Attention.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC MPCViT: Searching for Accurate and Efficient MPC-Friendly Vision Transformer with Heterogeneous Attention

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-15T16:57:14.577077Z

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Observation 2d20676b-7406-4d03-80d8-c6e241583e0c · outbound

This paper cites Secure trans- former inference made non-interactive.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Secure trans- former inference made non-interactive

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:14.965586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b0b84e49-69ca-4592-acff-286d3ac46aa9 · outbound

This paper cites From individual computation to allied optimization: Remodeling privacy-preserving neural inference with function input tuning.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC From individual computation to allied optimization: Remodeling privacy-preserving neural inference with function input tuning

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:14.953307Z

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Observation 7733e576-9ea7-4cd2-a214-5ea00ba67f71 · outbound

This paper cites S0 simulates these messages by: ❶ S0 inputs with random generated key and O0 where O0 is the decoded result of a uniform plaintext polynomial.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC S0 simulates these messages by: ❶ S0 inputs with random generated key and O0 where O0 is the decoded result of a uniform plaintext polynomial

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:14.938647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9e72f99a-1474-494c-b635-63c0be5316ea · outbound

This paper cites an unresolved cited work.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Unresolved cited work

Reference 62

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:57:14.925063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3017472b-34e9-4bb5-8a8e-479569a20a41 · outbound

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Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Unresolved cited work

Reference 63

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:57:14.910651Z

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Observation 2ac022bc-e85f-4fbd-94ec-867ea804ec5f · outbound

This paper cites an unresolved cited work.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:57:14.896030Z

Source-reported events for the cited work

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Observation 5fd2c671-8099-4fd0-8389-a9d991c78a13 · outbound

This paper cites an unresolved cited work.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:57:14.881221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3d13985f-1822-44ad-8589-9275a01d5291 · outbound

This paper cites an unresolved cited work.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Unresolved cited work

Reference 66

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:57:14.863943Z

Source-reported events for the cited work

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Observation 90d1ef48-657a-4143-b0de-4463bcd77156 · outbound

This paper cites Figure 16: The modified probabilistic truncation functionality Table 12: Amortized latency comparison on BERT-base.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Figure 16: The modified probabilistic truncation functionality Table 12: Amortized latency comparison on BERT-base

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:57:14.845485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5687cb1b-5847-498a-813d-02e243b13f70 · outbound

This paper cites an unresolved cited work.

Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC Unresolved cited work

Reference 107

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:57:15.530729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Outbound references

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