文献データベース

Explaining Machine Learning DGA Detectors from DNS Traffic Data

Authors: Giorgio Piras, Maura Pintor, Luca Demetrio, Battista Biggio | Published: 2022-08-10
攻撃パターン抽出
機械学習手法
説明可能性

Customized Watermarking for Deep Neural Networks via Label Distribution Perturbation

Authors: Tzu-Yun Chien, Chih-Ya Shen | Published: 2022-08-10
カスタマイズ手法
敵対的サンプル
透かしの耐久性

Prior Knowledge based Advanced Persistent Threats Detection for IoT in a Realistic Benchmark

Authors: Yu Shen, Murat Simsek, Burak Kantarci, Hussein T. Mouftah, Mehran Bagheri, Petar Djukic | Published: 2022-08-10
IoTセキュリティリスク
性能評価
機械学習手法

Adversarial Machine Learning-Based Anticipation of Threats Against Vehicle-to-Microgrid Services

Authors: Ahmed Omara, Burak Kantarci | Published: 2022-08-09
性能評価
攻撃の評価
機械学習手法

Online Malware Classification with System-Wide System Calls in Cloud IaaS

Authors: Phillip Brown, Austin Brown, Maanak Gupta, Mahmoud Abdelsalam | Published: 2022-08-09
マルウェア分類
マルウェア検出手法
機械学習手法

Robust Machine Learning for Malware Detection over Time

Authors: Daniele Angioni, Luca Demetrio, Maura Pintor, Battista Biggio | Published: 2022-08-09
マルウェア検出手法
ロバスト性評価
機械学習手法

DeepTLS: comprehensive and high-performance feature extraction for encrypted traffic

Authors: Zhi Liu | Published: 2022-08-08
マルウェア検出手法
性能評価
通信解析

Quantization enabled Privacy Protection in Decentralized Stochastic Optimization

Authors: Yongqiang Wang, Tamer Basar | Published: 2022-08-07
データプライバシー評価
収束分析
量子化手法

Federated Adversarial Learning: A Framework with Convergence Analysis

Authors: Xiaoxiao Li, Zhao Song, Jiaming Yang | Published: 2022-08-07
ロバスト性評価
適応型敵対的訓練
重み更新手法

LCCDE: A Decision-Based Ensemble Framework for Intrusion Detection in The Internet of Vehicles

Authors: Li Yang, Abdallah Shami, Gary Stevens, Stephen De Rusett | Published: 2022-08-05 | Updated: 2022-09-01
予測の安定性
性能評価
機械学習手法