Malware Detection Courses and Certifications

Advanced Malware and Network Anomaly Detection

Equip yourself with AI-powered skills to combat advanced cybersecurity threats. Master malware detection, network anomaly identification, and practical implementations using real-world data.

• Coursera
• 11 hours 47 minutes
• On-Demand
• Free Online Course (Audit)

Cyber Defender's Journey: Virus Detection and Elimination

85 ratings at Udemy

Comprehensive guide to understanding, detecting, and combating computer viruses and malware. Learn about virus types, prevention strategies, and the role of antivirus software in cybersecurity.

• Udemy
• 3 hours 6 minutes
• On-Demand
• Paid Course

Bill Buchanan OBE

Malware Detection: Propagation, Types, and Analysis Techniques

Learn techniques for identifying and analyzing malware, including propagation methods, backdoor types, static analysis, and hands-on demonstrations using MSS Venom and Calc.

• YouTube
• 24 minutes
• On-Demand
• Free Video

Bill Buchanan OBE

Malware Detection and Firmware Analysis Lab

Explore malware detection techniques and firmware analysis methods, including file comparison, key capture, and firmware extraction.

• YouTube
• 51 minutes
• On-Demand
• Free Video

IEEE

HeNet- A Deep Learning Approach on Intel Processor Trace for Effective Exploit Detection

Explore a deep learning approach using Intel Processor Trace for effective exploit detection. Learn about HeNet's hierarchical ensemble neural network for classifying hardware-generated control flow traces in malware detection.

• YouTube
• 16 minutes
• On-Demand
• Free Video

IEEE

TriggerScope - Towards Detecting Logic Bombs in Android Applications

Explore techniques for detecting logic bombs in Android apps using symbolic execution and path predicate analysis. Learn about TriggerScope, a tool for identifying time-, location-, and SMS-related triggers in mobile applications.

• YouTube
• 21 minutes
• On-Demand
• Free Video

IEEE

Exploring Adversarial Examples in Malware Detection

Explore adversarial examples in malware detection using CNNs, examining attack strategies, their effectiveness, and implications for model robustness in cybersecurity applications.

• YouTube
• 23 minutes
• On-Demand
• Free Video

Will Large-Scale Automated Scanning Stop Malware on OSS Repositories?

Explore challenges of automated malware scanning in open-source repositories, focusing on PyPI's experience. Learn why current approaches fall short and discover emerging solutions for effective package security.

• YouTube
• 41 minutes
• On-Demand
• Free Video

RSA Conference

How AI Is Changing the Malware Landscape

Explore AI's impact on malware detection, including insights from VirusTotal's AI engines, strengths and weaknesses in analysis, and emerging AI-evasion techniques in cybersecurity.

• YouTube
• 41 minutes
• On-Demand
• Free Video

RSA Conference

Leveraging macOS Networking Frameworks for Heuristic Malware Detection

Explore open-source methods for building network state enumerators and advanced monitors on macOS to detect sophisticated malware through unauthorized network access detection.

• YouTube
• 49 minutes
• On-Demand
• Free Video

DefCamp

Blackbox Android Malware Detection Using ML and Evasion Attacks Techniques

Explore machine learning techniques for Android malware detection and evasion attacks, presented by an expert at a leading cybersecurity conference in Cluj-Napoca.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

BSides SATX

Hunting Fileless Malware with Treesitter

Explore advanced techniques for detecting obfuscated, fileless malware using Treesitter parser generator library. Learn to create scalable and accurate detections for malicious PowerShell and Bash payloads.

• YouTube
• 28 minutes
• On-Demand
• Free Video

The Complete Cyber Security Course : End Point Protection!

6274 ratings at Udemy

Volume 4 :Become a Cyber Security Specialist, Antivirus & Malware, Disk Encryption, Finding & Removing Hackers & Malware

• Udemy
• 16 hours 41 minutes
• On-Demand
• Paid Course

Cybersecurity Threat Hunting for SOC Analysts

1716 ratings at Udemy

Get modern blue team skills for finding covert threats in enterprise networks.

• Udemy
• 8 hours 28 minutes
• On-Demand
• Paid Course

Guarding Your PC: Virus Protection Tactics

86 ratings at Udemy

Comprehensive Tips and Best Practices for Keeping Your System Safe from Malware and Cyber Threats

• Udemy
• 1 hour 9 minutes
• On-Demand
• Paid Course