性能評価指標

A Context-aware Framework for Detecting Sensor-based Threats on Smart Devices

Authors: Amit Kumar Sikder, Hidayet Aksu, A. Selcuk Uluagac | Published: 2019-10-22
センサー情報管理
性能評価指標
異常検知アルゴリズム

An Enhanced Machine Learning-based Biometric Authentication System Using RR-Interval Framed Electrocardiograms

Authors: Amang Song-Kyoo Kim, Chan Yeob Yeun, Paul D. Yoo | Published: 2019-07-27 | Updated: 2019-12-01
ユーザー認証システム
性能評価指標
機械学習のプライバシー保護

The advantages of multiple classes for reducing overfitting from test set reuse

Authors: Vitaly Feldman, Roy Frostig, Moritz Hardt | Published: 2019-05-24
モデル抽出攻撃
一般化の影響
性能評価指標

Taking Care of The Discretization Problem: A Comprehensive Study of the Discretization Problem and A Black-Box Adversarial Attack in Discrete Integer Domain

Authors: Lei Bu, Yuchao Duan, Fu Song, Zhe Zhao | Published: 2019-05-19 | Updated: 2020-04-26
モデル評価
性能評価指標
攻撃の分類

Malicious Web Domain Identification using Online Credibility and Performance Data by Considering the Class Imbalance Issue

Authors: Zhongyi Hu, Raymond Chiong, Ilung Pranata, Yukun Bao, Yuqing Lin | Published: 2018-10-19
マルウェア検出
性能評価指標
研究方法論

ReDMark: Framework for Residual Diffusion Watermarking on Deep Networks

Authors: Mahdi Ahmadi, Alireza Norouzi, S. M. Reza Soroushmehr, Nader Karimi, Kayvan Najarian, Shadrokh Samavi, Ali Emami | Published: 2018-10-16 | Updated: 2018-12-11
ロバスト性向上手法
性能評価指標
敵対的学習

Malware triage for early identification of Advanced Persistent Threat activities

Authors: Giuseppe Laurenza, Riccardo Lazzeretti, Luca Mazzotti | Published: 2018-10-16
マルウェア検出
性能評価指標
特徴選択手法

Identification of Wearable Devices with Bluetooth

Authors: Hidayet Aksu, A. Selcuk Uluagac, Elizabeth S. Bentley | Published: 2018-09-27
IoTセキュリティ
IoTトラフィック特性
性能評価指標

Comparison of Deep Learning and the Classical Machine Learning Algorithm for the Malware Detection

Authors: Mohit Sewak, Sanjay K. Sahay, Hemant Rathore | Published: 2018-09-16
マルウェア検出
性能評価指標

Novel Deep Learning Model for Traffic Sign Detection Using Capsule Networks

Authors: Amara Dinesh Kumar | Published: 2018-05-11
データ前処理
性能評価指標
深層学習モデル