AIセキュリティポータルbot

Catching Anomalous Distributed Photovoltaics: An Edge-based Multi-modal Anomaly Detection

Authors: Devu Manikantan Shilay, Kin Gwn Lorey, Tianshu Weiz, Teems Lovetty, Yu Cheng | Published: 2017-09-26
モデル性能評価
攻撃者の行動分析
異常検出手法

Key Management and Learning based Two Level Data Security for Metering Infrastructure of Smart Grid

Authors: Imtiaz Parvez, Maryamossadat Aghili, Arif Sarwat | Published: 2017-09-25
プライバシー保護技術
情報セキュリティ
異常検出手法

Deep Learning for Secure Mobile Edge Computing

Authors: Yuanfang Chen, Yan Zhang, Sabita Maharjan | Published: 2017-09-23
マルウェア検出
動的分析フレームワーク
構造学習

A Grassmannian Approach to Zero-Shot Learning for Network Intrusion Detection

Authors: Jorge Rivero, Bernardete Ribeiro, Ning Chen, Fátima Silva Leite | Published: 2017-09-23
モデル性能評価
攻撃検出
未知の攻撃検出

Characterizing Diabetes, Diet, Exercise, and Obesity Comments on Twitter

Authors: Amir Karami, Alicia A. Dahl, Gabrielle Turner-McGrievy, Hadi Kharrazi, Jr., George Shaw | Published: 2017-09-22
データ収集
データ収集手法
トピックモデルの解釈

Machine Learning Models that Remember Too Much

Authors: Congzheng Song, Thomas Ristenpart, Vitaly Shmatikov | Published: 2017-09-22
プライバシー保護メカニズム
プライバシー漏洩
モデル抽出攻撃

Automatic Detection of Malware-Generated Domains with Recurrent Neural Models

Authors: Pierre Lison, Vasileios Mavroeidis | Published: 2017-09-20
マルウェア検出
モデル性能評価
機械学習技術

Practical Machine Learning for Cloud Intrusion Detection: Challenges and the Way Forward

Authors: Ram Shankar Siva Kumar, Andrew Wicker, Matt Swann | Published: 2017-09-20
モデル抽出攻撃
攻撃検出
機械学習技術

Mitigating Evasion Attacks to Deep Neural Networks via Region-based Classification

Authors: Xiaoyu Cao, Neil Zhenqiang Gong | Published: 2017-09-17 | Updated: 2019-12-31
モデルの頑健性保証
対抗的学習
敵対的サンプルの検知

Detection of Unauthorized IoT Devices Using Machine Learning Techniques

Authors: Yair Meidan, Michael Bohadana, Asaf Shabtai, Martin Ochoa, Nils Ole Tippenhauer, Juan Davis Guarnizo, Yuval Elovici | Published: 2017-09-14
バックドアモデルの検知
モデル性能評価
攻撃検出