Communication Analysis

AI/ML Based Detection and Categorization of Covert Communication in IPv6 Network

Authors: Mohammad Wali Ur Rahman, Yu-Zheng Lin, Carter Weeks, David Ruddell, Jeff Gabriellini, Bill Hayes, Salim Hariri, Edward V. Ziegler Jr | Published: 2025-01-18
IPv6 Security
Network Threat Detection
Communication Analysis
2025.01.18 2025.05.27
Literature Database

Darknet Traffic Analysis A Systematic Literature Review

Authors: Javeriah Saleem, Rafiqul Islam, Zahidul Islam | Published: 2023-11-27
Darknet Traffic Analysis
Machine Learning Method
Communication Analysis
2023.11.27 2025.05.28
Literature Database

Stepping out of Flatland: Discovering Behavior Patterns as Topological Structures in Cyber Hypergraphs

Authors: Helen Jenne, Sinan G. Aksoy, Daniel Best, Alyson Bittner, Gregory Henselman-Petrusek, Cliff Joslyn, Bill Kay, Audun Myers, Garret Seppala, Jackson Warley, Stephen J. Young, Emilie Purvine | Published: 2023-11-08
Topology Analysis
Properties of Hypergraphs
Communication Analysis
2023.11.08 2025.05.28
Literature Database

Tweaking Metasploit to Evade Encrypted C2 Traffic Detection

Authors: Gonçalo Xavier, Carlos Novo, Ricardo Morla | Published: 2022-09-02
Model Performance Evaluation
Adversarial Attack Methods
Communication Analysis
2022.09.02 2025.05.28
Literature Database

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

Authors: Zhi Liu | Published: 2022-08-08
Malware Detection Method
Performance Evaluation
Communication Analysis
2022.08.08 2025.05.28
Literature Database

Applying Machine Learning on RSRP-based Features for False Base Station Detection

Authors: Prajwol Kumar Nakarmi, Jakob Sternby, Ikram Ullah | Published: 2022-07-22
Model Performance Evaluation
Analysis of Detection Methods
Communication Analysis
2022.07.22 2025.05.28
Literature Database

PORTFILER: Port-Level Network Profiling for Self-Propagating Malware Detection

Authors: Talha Ongun, Oliver Spohngellert, Benjamin Miller, Simona Boboila, Alina Oprea, Tina Eliassi-Rad, Jason Hiser, Alastair Nottingham, Jack Davidson, Malathi Veeraraghavan | Published: 2021-12-27 | Updated: 2022-05-24
Feature Engineering
Vulnerability Analysis
Communication Analysis
2021.12.27 2025.05.28
Literature Database

Detecting Attacks on IoT Devices using Featureless 1D-CNN

Authors: Arshiya Khan, Chase Cotton | Published: 2021-09-09
Malware Detection Method
Machine Learning
Communication Analysis
2021.09.09 2025.05.28
Literature Database

Realtime Robust Malicious Traffic Detection via Frequency Domain Analysis

Authors: Chuanpu Fu, Qi Li, Meng Shen, Ke Xu | Published: 2021-06-28 | Updated: 2021-09-16
Feature Extraction Method
Anomaly Detection Method
Communication Analysis
2021.06.28 2025.05.28
Literature Database

AirMixML: Over-the-Air Data Mixup for Inherently Privacy-Preserving Edge Machine Learning

Authors: Yusuke Koda, Jihong Park, Mehdi Bennis, Praneeth Vepakomma, Ramesh Raskar | Published: 2021-05-02
Data Privacy Assessment
Privacy Protection
Communication Analysis
2021.05.02 2025.05.28
Literature Database
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