Malware Detection in Encrypted TLS Traffic Through Machine Learning

The proliferation of TLS across the Internet leads to a safer environment for the end user but a more obscure setting for the network defender. This research demonstrates what can be learned using Machine Learning analysis of TLS traffic without decryption. It applies a novel approach to TLS...

By

Bryan Scarbrough

March 10, 2021

All papers are copyrighted. No re-posting of papers is permitted

Related Content

Cybersecurity Leadership, Artificial Intelligence (AI)

February 29, 2024

The CISO's Guide to AI: Embracing Innovation While Mitigating Risk

It’s likely AI will become ubiquitous, which means CISOs must know how to manage, guide, and lead AI’s adoption.

SSA_-_Blog_-_Leveraging_AI_to_Manage_Human_Risk_–_(Part_6)_340_x_340.jpg

Security Awareness, Artificial Intelligence (AI)

December 7, 2023

Leveraging Artificial Intelligence (AI) to Manage Human Risk: Part 6 – Analyzing Documents, Charts, and Spreadsheets

AI can not only create resources, but also analyze many forms of data

SSA_-_Blog_-_Leveraging_AI_to_Manage_Human_Risk_–_(Part_5)_340_x_340.jpg

Artificial Intelligence (AI), Security Awareness

November 9, 2023

Leveraging Artificial Intelligence (AI) to Manage Human Risk: Part 5 – Generating Images

Learn how Generative AI can be used to quickly and cost effectively create customized images for your organization.