情報セキュリティ

Enterprise API Security and GDPR Compliance: Design and Implementation Perspective

Authors: Fatima Hussain, Rasheed Hussain, Brett Noye, Salah Sharieh | Published: 2019-09-17
APIセキュリティ
プライバシー設計原則
情報セキュリティ

Road Context-aware Intrusion Detection System for Autonomous Cars

Authors: Jingxuan Jiang, Chundong Wang, Sudipta Chattopadhyay, Wei Zhang | Published: 2019-08-02
侵入検知システム
情報セキュリティ
深層学習手法

Black-box Adversarial ML Attack on Modulation Classification

Authors: Muhammad Usama, Junaid Qadir, Ala Al-Fuqaha | Published: 2019-08-01
情報セキュリティ
敵対的学習
深層学習手法

The Curious Case of Machine Learning In Malware Detection

Authors: Sherif Saad, William Briguglio, Haytham Elmiligi | Published: 2019-05-18
マルウェア検出手法
情報セキュリティ
適応型再訓練メカニズム

Percival: Making In-Browser Perceptual Ad Blocking Practical With Deep Learning

Authors: Zain ul abi Din, Panagiotis Tigas, Samuel T. King, Benjamin Livshits | Published: 2019-05-17 | Updated: 2020-05-20
モデル評価
広告ブロックシステム
情報セキュリティ

Machine Learning in Cyber-Security – Problems, Challenges and Data Sets

Authors: Idan Amit, John Matherly, William Hewlett, Zhi Xu, Yinnon Meshi, Yigal Weinberger | Published: 2018-12-19 | Updated: 2019-04-22
データ収集
マルウェア検出手法
情報セキュリティ

Machine Learning for Anomaly Detection and Categorization in Multi-cloud Environments

Authors: Tara Salman, Deval Bhamare, Aiman Erbad, Raj Jain, Mohammed Samaka | Published: 2018-10-23
マルチクラス分類
情報セキュリティ
攻撃検出

The Coming Era of AlphaHacking? A Survey of Automatic Software Vulnerability Detection, Exploitation and Patching Techniques

Authors: Tiantian Ji, Yue Wu, Chang Wang, Xi Zhang, Zhongru Wang | Published: 2018-05-28 | Updated: 2018-05-30
プログラム解析
動的分析
情報セキュリティ

Phocas: dimensional Byzantine-resilient stochastic gradient descent

Authors: Cong Xie, Oluwasanmi Koyejo, Indranil Gupta | Published: 2018-05-23
ビザンチン攻撃対策
情報セキュリティ
損失関数

Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models

Authors: Pouya Samangouei, Maya Kabkab, Rama Chellappa | Published: 2018-05-17 | Updated: 2018-05-18
モデルの頑健性保証
情報セキュリティ
敵対的攻撃検出