Maximum Principle Based Algorithms for Deep Learning Authors: Qianxiao Li, Long Chen, Cheng Tai, Weinan E | Published: 2017-10-26 | Updated: 2018-06-02 Model DesignConvergence PropertyMulti-Objective Optimization 2017.10.26 2025.05.13 Literature Database
Malware Detection by Eating a Whole EXE Authors: Edward Raff, Jon Barker, Jared Sylvester, Robert Brandon, Bryan Catanzaro, Charles Nicholas | Published: 2017-10-25 Malware ClassificationMalware Detection MethodModel Design 2017.10.25 2025.05.13 Literature Database
One pixel attack for fooling deep neural networks Authors: Jiawei Su, Danilo Vasconcellos Vargas, Sakurai Kouichi | Published: 2017-10-24 | Updated: 2019-10-17 Adversarial ExampleAdversarial Example DetectionStructural Attack 2017.10.24 2025.05.13 Literature Database
Human-in-the-loop Artificial Intelligence Authors: Fabio Massimo Zanzotto | Published: 2017-10-23 Algorithm FairnessHuman-in-the-LoopArtificial Intelligence Regulation 2017.10.23 2025.05.13 Literature Database
Survey of Machine Learning Techniques for Malware Analysis Authors: Daniele Ucci, Leonardo Aniello, Roberto Baldoni | Published: 2017-10-23 | Updated: 2018-11-26 Malware Detection MethodDynamic AnalysisAnalysis of Detection Methods 2017.10.23 2025.05.13 Literature Database
WristAuthen: A Dynamic Time Wrapping Approach for User Authentication by Hand-Interaction through Wrist-Worn Devices Authors: Qi Lyu, Zhifeng Kong, Chao Shen, Tianwei Yue | Published: 2017-10-22 Data Collection MethodFeature SelectionAuthentication Technology 2017.10.22 2025.05.13 Literature Database
Elliptical modeling and pattern analysis for perturbation models and classfication Authors: Shan Suthaharan, Weining Shen | Published: 2017-10-22 Data Privacy AssessmentPrivacy-Preserving Machine LearningModel evaluation methods 2017.10.22 2025.05.13 Literature Database
A Novel Stochastic Stratified Average Gradient Method: Convergence Rate and Its Complexity Authors: Aixiang Chen, Bingchuan Chen, Xiaolong Chai, Rui Bian, Hengguang Li | Published: 2017-10-21 | Updated: 2017-12-03 Model evaluation methodsConvergence PropertyDefinition of Mathematical Concepts 2017.10.21 2025.05.13 Literature Database
Solving the “false positives” problem in fraud prediction Authors: Roy Wedge, James Max Kanter, Santiago Moral Rubio, Sergio Iglesias Perez, Kalyan Veeramachaneni | Published: 2017-10-20 Data Extraction and AnalysisModel evaluation methodsevaluation metrics 2017.10.20 2025.05.13 Literature Database
Learning Differentially Private Recurrent Language Models Authors: H. Brendan McMahan, Daniel Ramage, Kunal Talwar, Li Zhang | Published: 2017-10-18 | Updated: 2018-02-24 Privacy-Preserving Machine LearningDifferential PrivacyDeep Learning 2017.10.18 2025.05.13 Literature Database