Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Building a Web Malware Analyzer Using Machine Learning - Catch Me If You Can

OWASP Foundation via YouTube

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore the evolving landscape of web malware and learn how to build a scalable malware analyzer using machine learning in this 48-minute conference talk from AppSecUSA 2014. Discover the latest trends in website infections, injection techniques, and how machine learning can outperform traditional antivirus engines in detecting non-obvious malware. Gain insights into web malware attack vectors, identification challenges, and data collection methods. Watch a live demonstration and learn how to set up mechanisms to catch sophisticated web threats. Understand the challenges faced in malware detection and explore innovative solutions using machine learning techniques.

Syllabus

Intro
Stop The Hacker - CloudFlare
Web Malware - Existing Tools Fail
Web Malware - Attack Vectors
Identification - Highlights
Identification - Challenges
Identification - Web Malware
Tarpit - Collect Data
Tarpit - Is this better
Tarpit - Startup
Tarpit - Challenges
Tarpit - A Twist
Machine Learning
More Challenges
That's all folks

Taught by

OWASP Foundation

Reviews

Start your review of Building a Web Malware Analyzer Using Machine Learning - Catch Me If You Can

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.