AIセキュリティポータルbot

Evaluation of Machine Learning Algorithms for Intrusion Detection System

Authors: Mohammad Almseidin, Maen Alzubi, Szilveszter Kovacs, Mouhammd Alkasassbeh | Published: 2018-01-08
MLベースのIDS
データ前処理
機械学習手法

HeNet: A Deep Learning Approach on Intel$^\circledR$ Processor Trace for Effective Exploit Detection

Authors: Li Chen, Salmin Sultana, Ravi Sahita | Published: 2018-01-08
マルチドメインデータ分析
動的解析手法
機械学習手法

Adversarial Perturbation Intensity Achieving Chosen Intra-Technique Transferability Level for Logistic Regression

Authors: Martin Gubri | Published: 2018-01-06
モデルの頑健性保証
敵対的攻撃手法
機械学習アルゴリズム

A Novel Hybrid Biometric Electronic Voting System: Integrating Finger Print and Face Recognition

Authors: Shahram Najam Syed, Aamir Zeb Shaikh, Shabbar Naqvi | Published: 2018-01-05
ユーザー認証システム
機械学習手法
顔認証技術

Learning from Pseudo-Randomness With an Artificial Neural Network – Does God Play Pseudo-Dice?

Authors: Fenglei Fan, Ge Wang | Published: 2018-01-05
実験的検証
数理的解析
機械学習アルゴリズム

Learning from Mutants: Using Code Mutation to Learn and Monitor Invariants of a Cyber-Physical System

Authors: Yuqi Chen, Christopher M. Poskitt, Jun Sun | Published: 2018-01-03 | Updated: 2018-06-13
コード生成
実験的検証
機械学習アルゴリズム

Did you hear that? Adversarial Examples Against Automatic Speech Recognition

Authors: Moustafa Alzantot, Bharathan Balaji, Mani Srivastava | Published: 2018-01-02
敵対的攻撃手法
機械学習アルゴリズム
音声強化技術

A Deep Belief Network Based Machine Learning System for Risky Host Detection

Authors: Wangyan Feng, Shuning Wu, Xiaodan Li, Kevin Kunkle | Published: 2017-12-29
リスク管理
性能評価指標
機械学習アルゴリズム

Application of Convolutional Neural Network to Predict Airfoil Lift Coefficient

Authors: Yao Zhang, Woong-Je Sung, Dimitri Mavris | Published: 2017-12-29 | Updated: 2018-01-16
モデル設計
機械学習アルゴリズム
機械学習フレームワーク

An empirical evaluation for the intrusion detection features based on machine learning and feature selection methods

Authors: Mouhammd Alkasassbeh | Published: 2017-12-27
機械学習アルゴリズム
特徴選択手法
通信システム