文献データベース

Spatially Transformed Adversarial Examples

Authors: Chaowei Xiao, Jun-Yan Zhu, Bo Li, Warren He, Mingyan Liu, Dawn Song | Published: 2018-01-08 | Updated: 2018-01-09
ロバスト性向上手法
敵対的学習
敵対的攻撃検出

Generating Adversarial Examples with Adversarial Networks

Authors: Chaowei Xiao, Bo Li, Jun-Yan Zhu, Warren He, Mingyan Liu, Dawn Song | Published: 2018-01-08 | Updated: 2019-02-14
敵対的サンプル
敵対的学習
敵対的攻撃検出

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