YoVDO

How to Build an Effective Malware Protection Architecture for File Uploads in Modern Web Apps

Offered By: LASCON via YouTube

Tags

LASCON Courses Machine Learning Courses Image Processing Courses Web Application Security Courses Static Analysis Courses

Course Description

Overview

Explore a novel approach to building and operating a practical automated malware analysis platform for web applications in this 30-minute LASCON conference talk. Learn how to effectively detect and discard malicious file uploads while maintaining heavy performance needs at an enterprise level. Discover the challenges posed by the API economy and the programmatic approach to file uploads. Delve into various analysis techniques, including surface analysis, traditional antivirus scans, dynamic runtime analysis, pack analysis, static analysis, and machine learning classifiers. Gain insights into scaling considerations, image magic, and JavaScript implementation for a comprehensive malware protection architecture.

Syllabus

Introduction
About me
Agenda
Disclaimer
Filebased attacks
Surface analysis
Traditional antivirus scan
Dynamic runtime analysis
Pack analysis
Static analysis
ML classifiers
Image Magic
JavaScript
Scaling


Taught by

LASCON

Related Courses

Introduction to Artificial Intelligence
Stanford University via Udacity
Computer Vision: The Fundamentals
University of California, Berkeley via Coursera
Computational Photography
Georgia Institute of Technology via Coursera
Digital Signal Processing
École Polytechnique Fédérale de Lausanne via Coursera
Creative, Serious and Playful Science of Android Apps
University of Illinois at Urbana-Champaign via Coursera