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09/13/2023
Toward Lossless Homomorphic Encryption for Scientific Computation
This paper presents a comprehensive investigation into encrypted computa...
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08/09/2023
Communication-Efficient Search under Fully Homomorphic Encryption for Federated Machine Learning
Homomorphic encryption (HE) has found extensive utilization in federated...
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06/26/2023
Silca: Singular Caching of Homomorphic Encryption for Outsourced Databases in Cloud Computing
Ensuring the confidentiality and privacy of sensitive information in clo...
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06/07/2023
High-Performance Caching of Homomorphic Encryption for Cloud Databases
While homomorphic encryption (HE) has garnered significant research inte...
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03/15/2023
Comparative Evaluation of Data Decoupling Techniques for Federated Machine Learning with Database as a Service
Federated Learning (FL) is a machine learning approach that allows multi...
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03/13/2023
Semantically Secure Private Set Intersection over Outsourced Multi-Owner Secret-Shared Databases
Private set intersection (PSI) aims to allow users to find out the commo...
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01/11/2023
Order-Preserving Database Encryption with Secret Sharing
The order-preserving encryption (OPE) problem was initially formulated b...
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12/22/2022
CHEM: Efficient Secure Aggregation with Cached Homomorphic Encryption in Federated Machine Learning Systems
Although homomorphic encryption can be incorporated into neural network ...
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12/21/2022
Secure Aggregation of Semi-Honest Clients and Servers in Federated Learning with Secret-Shared Homomorphism
Privacy-preserving distributed machine learning has been recognized as o...
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01/12/2022
Rache: Radix-additive caching for homomorphic encryption
One of the biggest concerns for many applications in cloud computing lie...
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12/30/2021
XLPN: Efficient and Scalable Cross-Ledger Protocols for the Topological Consortium of Permissioned Blockchains
While increasingly more application-specific blockchains, or ledgers, ar...
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11/27/2021
Nonparametric Topological Layers in Neural Networks
Various topological techniques and tools have been applied to neural net...
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11/19/2021
INCHE: High-Performance Encoding for Relational Databases through Incrementally Homomorphic Encryption
Homomorphic encryption (HE) offers data confidentiality by executing que...
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08/19/2020
An Algebraic-Topological Approach to Processing Cross-Blockchain Transactions
The state-of-the-art techniques for processing cross-blockchain transact...
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05/15/2020
Trustworthy Edge Computing through Blockchains
Edge computing draws a lot of recent research interests because of the p...
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05/05/2020
Toward Equilibria and Solvability of Blockchain Pooling Strategies: A Topological Approach
In 2015, Eyal proposed the first game-theoretical model for analyzing th...
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04/17/2020
Fork-Resilient Cross-Blockchain Transactions through Algebraic Topology
The cross-blockchain transaction (CBT) serves as a cornerstone for the n...
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04/17/2020
Completeness of Cross-Blockchain Transactions: A Combinatorial-Algebraic-Topological Approach
The cross-blockchain transaction (CBT) serves as a cornerstone for the n...
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04/01/2020
Topological Properties of Multi-Party Blockchain Transactions
The cross-blockchain transaction remains one of the most challenging pro...
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02/26/2020
Distributed Cross-Blockchain Transactions
The interoperability across multiple or many blockchains would play a cr...
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02/14/2020
Algebraic Structure of Blockchains: A Group-Theoretical Primer
Although recent advances of blockchain systems, notably in the form of c...
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02/01/2020
SciChain: Trustworthy Scientific Data Provenance
The state-of-the-art for auditing and reproducing scientific application...
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01/20/2020
BAASH: Enabling Blockchain-as-a-Service on High-Performance Computing Systems
The state-of-the-art approach to manage blockchains is to process blocks...
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01/12/2020
Permissioned Blockchain Revisited: A Byzantine Game-Theoretical Perspective
Despite the popularity and practical applicability of blockchains, there...
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01/05/2020
Distributed Nonblocking Commit Protocols for Many-Party Cross-Blockchain Transactions
The interoperability across multiple blockchains would play a critical r...
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12/20/2019
The Blockchain Game: Synthesis of Byzantine Systems and Nash Equilibria
This position paper presents a synthesis viewpoint of blockchains from t...
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05/06/2019