機械学習手法

Cryptomining Makes Noise: a Machine Learning Approach for Cryptojacking Detection

Authors: Maurantonio Caprolu, Simone Raponi, Gabriele Oligeri, Roberto Di Pietro | Published: 2019-10-21 | Updated: 2020-01-28
ネットワークトラフィック分析
性能評価
機械学習手法

Machine Learning based IoT Edge Node Security Attack and Countermeasures

Authors: Vishalini R. Laguduva, Sheikh Ariful Islam, Sathyanarayanan Aakur, Srinivas Katkoori, Robert Karam | Published: 2019-09-17
サイバー攻撃
セキュリティ分析
機械学習手法

Network entity characterization and attack prediction

Authors: Vaclav Bartos, Martin Zadnik, Sheikh Mahbub Habib, Emmanouil Vasilomanolakis | Published: 2019-09-17
データ選択戦略
攻撃検出
機械学習手法

Statistical and Machine Learning-based Decision Techniques for Physical Layer Authentication

Authors: Linda Senigagliesi, Marco Baldi, Ennio Gambi | Published: 2019-09-16
セキュアな通信チャネル
攻撃検出
機械学習手法

A Convolutional Transformation Network for Malware Classification

Authors: Duc-Ly Vu, Trong-Kha Nguyen, Tam V. Nguyen, Tu N. Nguyen, Fabio Massacci, Phu H. Phung | Published: 2019-09-16
セキュリティ分析
悪意のある行為者の分類
機械学習手法

VeriML: Enabling Integrity Assurances and Fair Payments for Machine Learning as a Service

Authors: Lingchen Zhao, Qian Wang, Cong Wang, Qi Li, Chao Shen, Xiaodong Lin, Shengshan Hu, Minxin Du | Published: 2019-09-16
ブロックチェーン
機械学習手法
計算問題

Structural Robustness for Deep Learning Architectures

Authors: Carlos Lassance, Vincent Gripon, Jian Tang, Antonio Ortega | Published: 2019-09-11
攻撃手法
機械学習の応用
機械学習手法

Sparse and Imperceivable Adversarial Attacks

Authors: Francesco Croce, Matthias Hein | Published: 2019-09-11
ポイズニング
攻撃手法
機械学習手法

Identifying and Resisting Adversarial Videos Using Temporal Consistency

Authors: Xiaojun Jia, Xingxing Wei, Xiaochun Cao | Published: 2019-09-11
敵対的スペクトル攻撃検出
機械学習手法

Decentralized & Collaborative AI on Blockchain

Authors: Justin D. Harris, Bo Waggoner | Published: 2019-07-16
プライバシー問題
ブロックチェーン経済学
機械学習手法