Model Design and Accuracy

Black-box Adversarial Attacks with Bayesian Optimization

Authors: Satya Narayan Shukla, Anit Kumar Sahu, Devin Willmott, J. Zico Kolter | Published: 2019-09-30
Bayesian Optimization
Model Design and Accuracy
Adversarial Attack Methods

Decision Explanation and Feature Importance for Invertible Networks

Authors: Juntang Zhuang, Nicha C. Dvornek, Xiaoxiao Li, Junlin Yang, James S. Duncan | Published: 2019-09-30 | Updated: 2019-10-15
Model Design and Accuracy
Machine Learning Algorithm
Feature Selection Method

Dynamic data fusion using multi-input models for malware classification

Authors: Viktor Zenkov, Jason Laska | Published: 2019-09-21
Data Collection
Model Design and Accuracy
Machine Learning Algorithm

Dynamic Multi-level Privilege Control in Behavior-based Implicit Authentication Systems Leveraging Mobile Devices

Authors: Yingyuan Yang, Xueli Huang, Yanhui Guo, Jinyuan Stella Sun | Published: 2018-08-02 | Updated: 2021-04-15
Class Mapping Method
Profile Matching
Model Design and Accuracy

Supervised and Semi-Supervised Deep Neural Networks for CSI-Based Authentication

Authors: Qian Wang, Hang Li, Zhi Chen, Dou Zhao, Shuang Ye, Jiansheng Cai | Published: 2018-07-25
Model Design and Accuracy
Differential Privacy
Feature Extraction Method

2P-DNN : Privacy-Preserving Deep Neural Networks Based on Homomorphic Cryptosystem

Authors: Qiang Zhu, Xixiang Lv | Published: 2018-07-23
Trigger Detection
Privacy Assessment
Model Design and Accuracy

MOBA-Slice: A Time Slice Based Evaluation Framework of Relative Advantage between Teams in MOBA Games

Authors: Lijun Yu, Dawei Zhang, Xiangqun Chen, Xing Xie | Published: 2018-07-22
Game Theory
Model Design and Accuracy
Model Evaluation

Machine Learning Attack and Defense on Voltage Over-scaling-based Lightweight Authentication

Authors: Jiliang Zhang, Haihan Su | Published: 2018-07-20 | Updated: 2018-10-18
Model Design and Accuracy
Adversarial attack
Machine Learning

Sequence to Logic with Copy and Cache

Authors: Javid Dadashkarimi, Sekhar Tatikonda | Published: 2018-07-19
Model Design and Accuracy
Model Evaluation
Robustness Evaluation

NEUZZ: Efficient Fuzzing with Neural Program Smoothing

Authors: Dongdong She, Kexin Pei, Dave Epstein, Junfeng Yang, Baishakhi Ray, Suman Jana | Published: 2018-07-15 | Updated: 2019-07-12
Training Data Generation
Program Verification
Model Design and Accuracy