AIセキュリティポータルbot

Privacy-Preserving Reinforcement Learning Beyond Expectation

Authors: Arezoo Rajabi, Bhaskar Ramasubramanian, Abdullah Al Maruf, Radha Poovendran | Published: 2022-03-18
プライバシー評価
リスク評価手法
強化学習アルゴリズム

Botnets Breaking Transformers: Localization of Power Botnet Attacks Against the Distribution Grid

Authors: Lynn Pepin, Lizhi Wang, Jiangwei Wang, Songyang Han, Pranav Pishawikar, Amir Herzberg, Peng Zhang, Fei Miao | Published: 2022-03-18
DDoS攻撃
エネルギーベースモデル
攻撃手法

AdIoTack: Quantifying and Refining Resilience of Decision Tree Ensemble Inference Models against Adversarial Volumetric Attacks on IoT Networks

Authors: Arman Pashamokhtari, Gustavo Batista, Hassan Habibi Gharakheili | Published: 2022-03-18
DDoS攻撃
IoTサイバーセキュリティ
侵入検知システム

Towards an AI-Driven Universal Anti-Jamming Solution with Convolutional Interference Cancellation Network

Authors: Hai N. Nguyen, Guevara Noubir | Published: 2022-03-18
パフォーマンス評価
無線チャネル検出
通信モデル

Machine Learning for Encrypted Malicious Traffic Detection: Approaches, Datasets and Comparative Study

Authors: Zihao Wang, Kar-Wai Fok, Vrizlynn L. L. Thing | Published: 2022-03-17
データ管理システム
パフォーマンス評価
機械学習アルゴリズム

SoK: Differential Privacy on Graph-Structured Data

Authors: Tamara T. Mueller, Dmitrii Usynin, Johannes C. Paetzold, Daniel Rueckert, Georgios Kaissis | Published: 2022-03-17
グラフプライバシー
プライバシー保護
プライバシー分析

On the Use of Fine-grained Vulnerable Code Statements for Software Vulnerability Assessment Models

Authors: Triet H. M. Le, M. Ali Babar | Published: 2022-03-16
データセット評価
脆弱性攻撃手法
評価手法

Semi-FedSER: Semi-supervised Learning for Speech Emotion Recognition On Federated Learning using Multiview Pseudo-Labeling

Authors: Tiantian Feng, Shrikanth Narayanan | Published: 2022-03-15
データセット評価
プライバシー保護技術
半教師あり学習

Threat Detection for General Social Engineering Attack Using Machine Learning Techniques

Authors: Zuoguang Wang, Yimo Ren, Hongsong Zhu, Limin Sun | Published: 2022-03-15 | Updated: 2022-03-17
データセット評価
性能評価指標
特徴選択手法

A Framework for Verifiable and Auditable Federated Anomaly Detection

Authors: Gabriele Santin, Inna Skarbovsky, Fabiana Fournier, Bruno Lepri | Published: 2022-03-15
トレーニングプロトコル
プライバシー保護技術
ブロックチェーン統合