Model evaluation methods

Defeating Opaque Predicates Statically through Machine Learning and Binary Analysis

Authors: Ramtine Tofighi-Shirazi, Irina Asăvoae, Philippe Elbaz-Vincent, Thanh-Ha Le | Published: 2019-09-04
Model evaluation methods
Machine Learning
Feature Importance Analysis
2019.09.04 2025.05.28
Literature Database

A Target-Agnostic Attack on Deep Models: Exploiting Security Vulnerabilities of Transfer Learning

Authors: Shahbaz Rezaei, Xin Liu | Published: 2019-04-08 | Updated: 2020-01-29
Model evaluation methods
Adversarial Attack Methods
Deep Learning Technology
2019.04.08 2025.05.28
Literature Database

A Conjoint Application of Data Mining Techniques for Analysis of Global Terrorist Attacks — Prevention and Prediction for Combating Terrorism

Authors: Vivek Kumar, Manuel Mazzara, Maj. Gen., Angelo Messina, JooYoung Lee | Published: 2019-01-19 | Updated: 2019-02-21
Terror Attack Data Classification
Model evaluation methods
Deep Learning Method
2019.01.19 2025.05.28
Literature Database

Data mining for detecting Bitcoin Ponzi schemes

Authors: Massimo Bartoletti, Barbara Pes, Sergio Serusi | Published: 2018-03-01
Data Collection
Model evaluation methods
Imbalanced Dataset
2018.03.01 2025.05.28
Literature Database

Trustless Machine Learning Contracts; Evaluating and Exchanging Machine Learning Models on the Ethereum Blockchain

Authors: A. Besir Kurtulmus, Kenny Daniel | Published: 2018-02-27
Data Collection
Model evaluation methods
Machine Learning Technology
2018.02.27 2025.05.28
Literature Database

Understanding and Enhancing the Transferability of Adversarial Examples

Authors: Lei Wu, Zhanxing Zhu, Cheng Tai, Weinan E | Published: 2018-02-27
Model evaluation methods
Adversarial Learning
Adversarial Attack Analysis
2018.02.27 2025.05.28
Literature Database

Dynamic Analysis of Executables to Detect and Characterize Malware

Authors: Michael R. Smith, Joe B. Ingram, Christopher C. Lamb, Timothy J. Draelos, Justin E. Doak, James B. Aimone, Conrad D. James | Published: 2017-11-10 | Updated: 2018-09-28
System Call Analysis
Model evaluation methods
Machine Learning Algorithm
2017.11.10 2025.05.28
Literature Database

Elliptical modeling and pattern analysis for perturbation models and classfication

Authors: Shan Suthaharan, Weining Shen | Published: 2017-10-22
Data Privacy Assessment
Privacy-Preserving Machine Learning
Model evaluation methods
2017.10.22 2025.05.28
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 methods
Convergence Property
Definition of Mathematical Concepts
2017.10.21 2025.05.28
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 Analysis
Model evaluation methods
evaluation metrics
2017.10.20 2025.05.28
Literature Database