Malware Classification Courses and Certifications

HackerSploit

Malware Analysis

8 reviews

HackerSploit's online program offers a comprehensive guide to malware analysis, from setting up a sandbox environment to creating YARA rules. Duration: 3-4 hours.

• YouTube
• 3 hours 30 minutes
• On-Demand
• Free Online Course

Jeff Heaton

Security and Information Assurance with Deep Learning

Learn about security for deep learning, including intrusion detection systems and common pitfalls, in this less than 1-hour module by Jeff Heaton.

• YouTube
• 21 minutes
• On-Demand
• Free Online Course

Security BSides San Francisco

An Open Source Malware Classifier and Dataset

Explore malware detection with machine learning in this under 1-hour program by Security BSides San Francisco. Learn about open-source datasets, feature engineering, and model training.

• YouTube
• 28 minutes
• On-Demand
• Conference Talk

IEEE

Activation Analysis of a Byte-Based Deep Neural Network for Malware Classification

Explore malware classification with IEEE's byte-based deep neural network, learning about feature engineering, model testing, and analysis. Less than 1 hour workload.

• YouTube
• 28 minutes
• On-Demand
• Free Online Course

IEEE

A Lustrum of Malware Network Communication: Evolution and Insights

Explore malware network communication evolution with IEEE's concise study, analyzing 26.8 million samples over five years. Learn about threat detection, network policy, and incident response.

• YouTube
• 19 minutes
• On-Demand
• Free Online Course

44CON Information Security Conference

DGA Detection & Optimization

Explore advanced machine learning for network detection and understand crimeware tools with this less than 1-hour material from 44CON Information Security Conference.

• YouTube
• 51 minutes
• On-Demand
• Conference Talk

Black Hat

Malware Classification With Machine Learning Enhanced by Windows Kernel Emulation

Explore malware classification using machine learning and Windows kernel emulation in this under 1-hour session by Black Hat. Learn static and dynamic analysis methodologies.

• YouTube
• 27 minutes
• On-Demand
• Conference Talk

IEEE

Transcending TRANSCEND - Revisiting Malware Classification in the Presence of Concept Drift

Explore malware classification and concept drift in this short, intensive study by IEEE, featuring experts from top UK universities.

• YouTube
• 18 minutes
• On-Demand
• Conference Talk

USENIX

TESSERACT - Eliminating Experimental Bias in Malware Classification Across Space and Time

Explore malware classification with USENIX, focusing on eliminating experimental bias. Learn about spatial and temporal bias, and how to design experiments to avoid them. Less than 1 hour.

• YouTube
• 22 minutes
• On-Demand
• Conference Talk

Comparing Malicious Files

Explore malware analysis techniques, focusing on identification, associated samples, and classification systems. Learn from BSides Charm 2019 videos. Duration: 56 minutes.

• YouTube
• 56 minutes
• On-Demand
• Conference Talk

Hybrid Image-Based Approaches for Modern Malware Classification

Explore hybrid image-based techniques for classifying modern malware in a concise 1-hour session with Dr. Phu Phung.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Conference Talk