Security Analysis

When a RF Beats a CNN and GRU, Together — A Comparison of Deep Learning and Classical Machine Learning Approaches for Encrypted Malware Traffic Classification

Authors: Adi Lichy, Ofek Bader, Ran Dubin, Amit Dvir, Chen Hajaj | Published: 2022-06-16
Security Analysis
Data Selection Strategy
Classification Pattern Analysis
2022.06.16 2025.05.28
Literature Database

YOU SHALL NOT COMPUTE on my Data: Access Policies for Privacy-Preserving Data Marketplaces and an Implementation for a Distributed Market using MPC

Authors: Stefan More, Lukas Alber | Published: 2022-06-15
Access Control
Security Analysis
Data Selection Strategy
2022.06.15 2025.05.28
Literature Database

Dependable Intrusion Detection System for IoT: A Deep Transfer Learning-based Approach

Authors: Sk. Tanzir Mehedi, Adnan Anwar, Ziaur Rahman, Kawsar Ahmed, Rafiqul Islam | Published: 2022-04-11
Security Analysis
Data Collection
Deep Transfer Learning
2022.04.11 2025.05.28
Literature Database

Security Aspects of Quantum Machine Learning: Opportunities, Threats and Defenses

Authors: Satwik Kundu, Swaroop Ghosh | Published: 2022-04-07
Security Analysis
Hardware Security
Quantum Machine Learning
2022.04.07 2025.05.28
Literature Database

Machine Learning-Enabled IoT Security: Open Issues and Challenges Under Advanced Persistent Threats

Authors: Zhiyan Chen, Jinxin Liu, Yu Shen, Murat Simsek, Burak Kantarci, Hussein T. Mouftah, Petar Djukic | Published: 2022-04-07 | Updated: 2022-04-17
Characteristics of APT Attacks
Security Analysis
Anomaly Detection Method
2022.04.07 2025.05.28
Literature Database

Android Malware Category and Family Detection and Identification using Machine Learning

Authors: Ahmed Hashem El Fiky, Ayman El Shenawy, Mohamed Ashraf Madkour | Published: 2021-07-05
Security Analysis
Machine Learning
Machine Learning Technology
2021.07.05 2025.05.28
Literature Database

ESCAPED: Efficient Secure and Private Dot Product Framework for Kernel-based Machine Learning Algorithms with Applications in Healthcare

Authors: Ali Burak Ünal, Mete Akgün, Nico Pfeifer | Published: 2020-12-04
Security Analysis
Framework
Privacy Protection in Machine Learning
2020.12.04 2025.05.28
Literature Database

TrollHunter [Evader]: Automated Detection [Evasion] of Twitter Trolls During the COVID-19 Pandemic

Authors: Peter Jachim, Filipo Sharevski, Paige Treebridge | Published: 2020-12-04 | Updated: 2020-12-07
Content Moderation
Security Analysis
Adversarial Learning
2020.12.04 2025.05.28
Literature Database

Clustering and Analysis of Vulnerabilities Present in Different Robot Types

Authors: Chinwe Ekenna, Bharvee Acharya | Published: 2020-08-18
Clustering methods
Security Analysis
Threat Model
2020.08.18 2025.05.28
Literature Database

Sniffing for Codebase Secret Leaks with Known Production Secrets in Industry

Authors: Zhen Yu Ding, Benjamin Khakshoor, Justin Paglierani, Mantej Rajpal | Published: 2020-08-13
Watermarking
Code Change Analysis
Security Analysis
2020.08.13 2025.05.28
Literature Database
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