Security Analysis

Machine Learning Based Solutions for Security of Internet of Things (IoT): A Survey

Authors: Syeda Manjia Tahsien, Hadis Karimipour, Petros Spachos | Published: 2020-04-11
Security Analysis
Attack Evaluation
Attack Detection
2020.04.11 2025.05.28
Literature Database

Challenges in Forecasting Malicious Events from Incomplete Data

Authors: Nazgol Tavabi, Andrés Abeliuk, Negar Mokhberian, Jeremy Abramson, Kristina Lerman | Published: 2020-04-06
Security Analysis
Dataset evaluation
Vulnerability Assessment Method
2020.04.06 2025.05.28
Literature Database

An Autonomous Intrusion Detection System Using an Ensemble of Advanced Learners

Authors: Amir Andalib, Vahid Tabataba Vakili | Published: 2020-01-31 | Updated: 2020-12-29
Security Analysis
Machine Learning Technology
Feature Extraction Method
2020.01.31 2025.05.28
Literature Database

IoT Behavioral Monitoring via Network Traffic Analysis

Authors: Arunan Sivanathan | Published: 2020-01-28
IoT Traffic Characteristics
Security Analysis
Device Identification Method
2020.01.28 2025.05.28
Literature Database

Detecting Network Anomalies using Rule-based machine learning within SNMP-MIB dataset

Authors: Abdalrahman Hwoij, Mouhammd Al-kasassbeh, Mustafa Al-Fayoumi | Published: 2020-01-18
DDoS Attack Detection
Security Analysis
Machine Learning Technology
2020.01.18 2025.05.28
Literature Database

Machine Learning in Network Security Using KNIME Analytics

Authors: Munther Abualkibash | Published: 2019-11-18
Security Analysis
Data-Driven Clustering
Machine Learning Technology
2019.11.18 2025.05.28
Literature Database

Machine Learning based IoT Edge Node Security Attack and Countermeasures

Authors: Vishalini R. Laguduva, Sheikh Ariful Islam, Sathyanarayanan Aakur, Srinivas Katkoori, Robert Karam | Published: 2019-09-17
Cyber Attack
Security Analysis
Machine Learning Method
2019.09.17 2025.05.28
Literature Database

A Convolutional Transformation Network for Malware Classification

Authors: Duc-Ly Vu, Trong-Kha Nguyen, Tam V. Nguyen, Tu N. Nguyen, Fabio Massacci, Phu H. Phung | Published: 2019-09-16
Security Analysis
Classification of Malicious Actors
Machine Learning Method
2019.09.16 2025.05.28
Literature Database

White-Box Adversarial Defense via Self-Supervised Data Estimation

Authors: Zudi Lin, Hanspeter Pfister, Ziming Zhang | Published: 2019-09-13
Security Analysis
Performance Evaluation
Adversarial Learning
2019.09.13 2025.05.28
Literature Database

An Empirical Investigation of Randomized Defenses against Adversarial Attacks

Authors: Yannik Potdevin, Dirk Nowotka, Vijay Ganesh | Published: 2019-09-12
Security Analysis
Adversarial Example
Machine Learning Technology
2019.09.12 2025.05.28
Literature Database
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