research
∙
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 ...
share
research
∙
10/17/2022
Marksman Backdoor: Backdoor Attacks with Arbitrary Target Class
In recent years, machine learning models have been shown to be vulnerabl...
research
∙
08/30/2022
Integral Sampler and Polynomial Multiplication Architecture for Lattice-based Cryptography
With the surge of the powerful quantum computer, lattice-based cryptogra...
research
∙
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...
research
∙
06/24/2022
Defending Backdoor Attacks on Vision Transformer via Patch Processing
Vision Transformers (ViTs) have a radically different architecture with ...
research
∙
05/30/2022
Integrity Authentication in Tree Models
Tree models are very widely used in practice of machine learning and dat...
research
∙
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...
research
∙
07/31/2020
Class-Oriented Poisoning Attack
Poisoning attacks on machine learning systems compromise the model perfo...
research
∙
03/27/2019
Rallying Adversarial Techniques against Deep Learning for Network Security
Recent advances in artificial intelligence and the increasing need for p...
research
∙
06/14/2018