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
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Towards an AI-Driven Universal Anti-Jamming Solution with Convolutional Interference Cancellation Network
Authors: Hai N. Nguyen, Guevara Noubir | Published: 2022-03-18
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
SoK: Differential Privacy on Graph-Structured Data
Authors: Tamara T. Mueller, Dmitrii Usynin, Johannes C. Paetzold, Daniel Rueckert, Georgios Kaissis | Published: 2022-03-17
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
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
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
A Framework for Verifiable and Auditable Federated Anomaly Detection
Authors: Gabriele Santin, Inna Skarbovsky, Fabiana Fournier, Bruno Lepri | Published: 2022-03-15
SmartValidator: A Framework for Automatic Identification and Classification of Cyber Threat Data
Authors: Chadni Islam, M. Ali Babar, Roland Croft, Helge Janicke | Published: 2022-03-15
RES-HD: Resilient Intelligent Fault Diagnosis Against Adversarial Attacks Using Hyper-Dimensional Computing
Authors: Onat Gungor, Tajana Rosing, Baris Aksanli | Published: 2022-03-14