Factors of Performance Degradation

EFFACT: A Highly Efficient Full-Stack FHE Acceleration Platform

Authors: Yi Huang, Xinsheng Gong, Xiangyu Kong, Dibei Chen, Jianfeng Zhu, Wenping Zhu, Liangwei Li, Mingyu Gao, Shaojun Wei, Aoyang Zhang, Leibo Liu | Published: 2025-04-22
System Requirements
Factors of Performance Degradation
Watermark Robustness

Leveraging VAE-Derived Latent Spaces for Enhanced Malware Detection with Machine Learning Classifiers

Authors: Bamidele Ajayi, Basel Barakat, Ken McGarry | Published: 2025-03-24 | Updated: 2025-04-30
Malware Classification
Factors of Performance Degradation
Machine Learning Technology

Performance Analysis of Scientific Computing Workloads on Trusted Execution Environments

Authors: Ayaz Akram, Anna Giannakou, Venkatesh Akella, Jason Lowe-Power, Sean Peisert | Published: 2020-10-25
TEE Implementation
Watermarking
Factors of Performance Degradation

Scalable Adversarial Attack on Graph Neural Networks with Alternating Direction Method of Multipliers

Authors: Boyuan Feng, Yuke Wang, Xu Li, Yufei Ding | Published: 2020-09-22
Memory Evaluation
Factors of Performance Degradation
Optimization Problem

DeepDyve: Dynamic Verification for Deep Neural Networks

Authors: Yu Li, Min Li, Bo Luo, Ye Tian, Qiang Xu | Published: 2020-09-21 | Updated: 2020-10-16
Risk Assessment
Factors of Performance Degradation
Optimization Problem

Evaluation of Adversarial Training on Different Types of Neural Networks in Deep Learning-based IDSs

Authors: Rana Abou Khamis, Ashraf Matrawy | Published: 2020-07-08
Poisoning
Factors of Performance Degradation
Adversarial Training

Relationship between manifold smoothness and adversarial vulnerability in deep learning with local errors

Authors: Zijian Jiang, Jianwen Zhou, Haiping Huang | Published: 2020-07-04 | Updated: 2020-12-23
Factors of Performance Degradation
Adversarial Example
Adversarial Learning

Byzantine-Robust Decentralized Stochastic Optimization over Static and Time-Varying Networks

Authors: Jie Peng, Weiyu Li, Qing Ling | Published: 2020-05-12 | Updated: 2020-12-18
Algorithm
Robustness Evaluation
Factors of Performance Degradation

Towards Query-Efficient Black-Box Adversary with Zeroth-Order Natural Gradient Descent

Authors: Pu Zhao, Pin-Yu Chen, Siyue Wang, Xue Lin | Published: 2020-02-18
Factors of Performance Degradation
Adversarial Attack Detection
Computational Efficiency

Adversarial Image Translation: Unrestricted Adversarial Examples in Face Recognition Systems

Authors: Kazuya Kakizaki, Kosuke Yoshida | Published: 2019-05-09 | Updated: 2020-01-28
Factors of Performance Degradation
Adversarial Example
Adversarial Attack Detection