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03/03/2023
PaReNTT: Low-Latency Parallel Residue Number System and NTT-Based Long Polynomial Modular Multiplication for Homomorphic Encryption
High-speed long polynomial multiplication is important for applications ...
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10/17/2022
Marksman Backdoor: Backdoor Attacks with Arbitrary Target Class
In recent years, machine learning models have been shown to be vulnerabl...
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08/30/2022
Integral Sampler and Polynomial Multiplication Architecture for Lattice-based Cryptography
With the surge of the powerful quantum computer, lattice-based cryptogra...
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08/29/2022
NL2GDPR: Automatically Develop GDPR Compliant Android Application Features from Natural Language
The recent privacy leakage incidences and the more strict policy regulat...
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06/24/2022
Defending Backdoor Attacks on Vision Transformer via Patch Processing
Vision Transformers (ViTs) have a radically different architecture with ...
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05/30/2022
Integrity Authentication in Tree Models
Tree models are very widely used in practice of machine learning and dat...
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10/23/2021
Low-Latency VLSI Architectures for Modular Polynomial Multiplication via Fast Filtering and Applications to Lattice-Based Cryptography
This paper presents a low-latency hardware accelerator for modular polyn...
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07/31/2020
Class-Oriented Poisoning Attack
Poisoning attacks on machine learning systems compromise the model perfo...
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03/27/2019
Rallying Adversarial Techniques against Deep Learning for Network Security
Recent advances in artificial intelligence and the increasing need for p...
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06/14/2018
