文献データベース

Malware Detection using Machine Learning and Deep Learning

Authors: Hemant Rathore, Swati Agarwal, Sanjay K. Sahay, Mohit Sewak | Published: 2019-04-04
機械学習アルゴリズム
機械学習の応用
深層学習手法

White-to-Black: Efficient Distillation of Black-Box Adversarial Attacks

Authors: Yotam Gil, Yoav Chai, Or Gorodissky, Jonathan Berant | Published: 2019-04-04
敵対的攻撃
機械学習アルゴリズム
機械学習の応用

Understanding the efficacy, reliability and resiliency of computer vision techniques for malware detection and future research directions

Authors: Li Chen | Published: 2019-04-03
マルウェア検出
将来の研究
深層学習技術

HopSkipJumpAttack: A Query-Efficient Decision-Based Attack

Authors: Jianbo Chen, Michael I. Jordan, Martin J. Wainwright | Published: 2019-04-03 | Updated: 2020-04-28
敵対的サンプル
敵対的攻撃
距離評価手法

Leveraging Electromagnetic Side-Channel Analysis for the Investigation of IoT Devices

Authors: Asanka Sayakkara, Nhien-An Le-Khac, Mark Scanlon | Published: 2019-04-03
IoT特有の脅威
信号処理手法
機械学習アルゴリズム

Active Learning for Network Intrusion Detection

Authors: Amir Ziai | Published: 2019-04-02
アクティブラーニング
データ前処理
機械学習の応用

Building an Efficient Intrusion Detection System Based on Feature Selection and Ensemble Classifier

Authors: Yuyang Zhou, Guang Cheng, Shanqing Jiang, Mian Dai | Published: 2019-04-02 | Updated: 2020-04-02
アンサンブル学習
機械学習の応用
評価指標

Updates-Leak: Data Set Inference and Reconstruction Attacks in Online Learning

Authors: Ahmed Salem, Apratim Bhattacharya, Michael Backes, Mario Fritz, Yang Zhang | Published: 2019-04-01 | Updated: 2019-11-30
モデル抽出攻撃
再構成攻撃
敵対的攻撃検出

TG-PSM: Tunable Greedy Packet Sequence Morphing Based on Trace Clustering

Authors: Farzam Fanitabasi | Published: 2019-04-01
データ保護手法
データ駆動型クラスタリング
プライバシー保護手法

Defending against adversarial attacks by randomized diversification

Authors: Olga Taran, Shideh Rezaeifar, Taras Holotyak, Slava Voloshynovskiy | Published: 2019-04-01
敵対的サンプルの検知
敵対的攻撃検出
透かしの耐久性