機械学習技術

Keyed Non-Parametric Hypothesis Tests

Authors: Yao Cheng, Cheng-Kang Chu, Hsiao-Ying Lin, Marius Lombard-Platet, David Naccache | Published: 2020-05-25
ポイズニング
敵対的攻撃
機械学習技術

Malware Detection at the Microarchitecture Level using Machine Learning Techniques

Authors: Abigail Kwan | Published: 2020-05-25
機械学習
機械学習技術
特徴抽出手法

High Accuracy Phishing Detection Based on Convolutional Neural Networks

Authors: Suleiman Y. Yerima, Mohammed K. Alzaylaee | Published: 2020-04-08
URLベース検出
トレーニング手法
機械学習技術

Robust binary classification with the 01 loss

Authors: Yunzhe Xue, Meiyan Xie, Usman Roshan | Published: 2020-02-09
ロバスト性向上手法
収束特性
機械学習技術

MDEA: Malware Detection with Evolutionary Adversarial Learning

Authors: Xiruo Wang, Risto Miikkulainen | Published: 2020-02-09 | Updated: 2020-04-17
悪意のあるパッケージ検出
機械学習技術
進化的アルゴリズム

An Autonomous Intrusion Detection System Using an Ensemble of Advanced Learners

Authors: Amir Andalib, Vahid Tabataba Vakili | Published: 2020-01-31 | Updated: 2020-12-29
セキュリティ分析
機械学習技術
特徴抽出手法

A4 : Evading Learning-based Adblockers

Authors: Shitong Zhu, Zhongjie Wang, Xun Chen, Shasha Li, Umar Iqbal, Zhiyun Qian, Kevin S. Chan, Srikanth V. Krishnamurthy, Zubair Shafiq | Published: 2020-01-29
敵対的摂動手法
敵対的移転性
機械学習技術

Privacy-Preserving Gaussian Process Regression — A Modular Approach to the Application of Homomorphic Encryption

Authors: Peter Fenner, Edward O. Pyzer-Knapp | Published: 2020-01-28
プライバシー保護
暗号学
機械学習技術

Interpreting Machine Learning Malware Detectors Which Leverage N-gram Analysis

Authors: William Briguglio, Sherif Saad | Published: 2020-01-27
ロバスト性向上手法
機械学習技術
特徴抽出手法

Detecting Network Anomalies using Rule-based machine learning within SNMP-MIB dataset

Authors: Abdalrahman Hwoij, Mouhammd Al-kasassbeh, Mustafa Al-Fayoumi | Published: 2020-01-18
DDoS攻撃検出
セキュリティ分析
機械学習技術