Multi-Perspective Content Delivery Networks Security Framework Using
Optimized Unsupervised Anomaly Detection

Multi-Perspective Content Delivery Networks Security Framework Using Optimized Unsupervised Anomaly Detection

24 July 2021

Li Yang

Abdallah Moubayed

Amine Boukhtouta

Richard Brunner

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Papers citing "Multi-Perspective Content Delivery Networks Security Framework Using Optimized Unsupervised Anomaly Detection"

17 / 17 papers shown

Title
Enabling AutoML for Zero-Touch Network Security: Use-Case Driven Analysis Li Yang Mirna El Rajab Abdallah Shami Sami Muhaidat 125 8 0 28 Feb 2025
MTH-IDS: A Multi-Tiered Hybrid Intrusion Detection System for Internet of Vehicles Li Yang Abdallah Moubayed Abdallah Shami 52 238 0 26 May 2021
A Lightweight Concept Drift Detection and Adaptation Framework for IoT Data Streams Li Yang Abdallah Shami 131 106 0 21 Apr 2021
DNS Typo-squatting Domain Detection: A Data Analytics & Machine Learning Based Approach Abdallah Moubayed MohammadNoor Injadat Abdallah Shami H. Lutfiyya AAML 41 44 0 25 Dec 2020
A Transfer Learning Framework for Anomaly Detection Using Model of Normality Sulaiman A. Aburakhia Tareq Tayeh Ryan Myers Abdallah Shami 51 20 0 12 Nov 2020
Distance-Based Anomaly Detection for Industrial Surfaces Using Triplet Networks Tareq Tayeh Sulaiman A. Aburakhia Ryan Myers Abdallah Shami 47 32 0 09 Nov 2020
Soliciting Human-in-the-Loop User Feedback for Interactive Machine Learning Reduces User Trust and Impressions of Model Accuracy Donald R. Honeycutt Mahsan Nourani Eric D. Ragan HAI 74 62 0 28 Aug 2020
Multi-Stage Optimized Machine Learning Framework for Network Intrusion Detection MohammadNoor Injadat Abdallah Moubayed Ali Bou Nassif Abdallah Shami 63 168 0 09 Aug 2020
Bayesian Optimization with Machine Learning Algorithms Towards Anomaly Detection MohammadNoor Injadat F. Salo Ali Bou Nassif A. Essex Abdallah Shami AAML 36 124 0 05 Aug 2020
On Hyperparameter Optimization of Machine Learning Algorithms: Theory and Practice Li Yang Abdallah Shami AI4CE 176 2,102 0 30 Jul 2020
Multi-split Optimized Bagging Ensemble Model Selection for Multi-class Educational Data Mining MohammadNoor Injadat Abdallah Moubayed Ali Bou Nassif Abdallah Shami 72 70 0 09 Jun 2020
Ensemble-based Feature Selection and Classification Model for DNS Typo-squatting Detection Abdallah Moubayed Emad Aqeeli Abdallah Shami 48 25 0 08 Jun 2020
Systematic Ensemble Model Selection Approach for Educational Data Mining MohammadNoor Injadat Abdallah Moubayed Ali Bou Nassif Abdallah Shami 57 127 0 13 May 2020
Machine Learning for Performance-Aware Virtual Network Function Placement D. Manias Manar Jammal Hassan Hawilo Abdallah Shami P. Heidari Adel Larabi Richard Brunner 40 35 0 13 Jan 2020
Tree-based Intelligent Intrusion Detection System in Internet of Vehicles Li Yang Abdallah Moubayed Ismail Hamieh Abdallah Shami 40 154 0 18 Oct 2019
Scalable and Incremental Learning of Gaussian Mixture Models R. Pinto P. Engel 55 10 0 14 Jan 2017
Detecting Anomalous User Behavior Using an Extended Isolation Forest Algorithm: An Enterprise Case Study Li Sun Steven Versteeg S. Boztaş Asha Rao 28 49 0 21 Sep 2016