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Ransom Access Memories - Achieving Practical Ransomware Protection in Cloud with DeftPunk

Offered By: USENIX via YouTube

Tags

Ransomware Courses Cybersecurity Courses Machine Learning Courses Cloud Computing Courses Data Protection Courses Data Recovery Courses Block Storage Courses

Course Description

Overview

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Explore a 15-minute conference talk from USENIX OSDI '24 that delves into the development of DeftPunk, a novel ransomware detection and recovery system for cloud block stores. Learn about the unique IO characteristics of ransomware that led to the creation of this block-level solution. Discover how DeftPunk utilizes a two-layer classifier for swift and accurate detection, implements pre- and post-attack snapshots to prevent data loss, and leverages log-structured support for efficient recovery. Gain insights into the system's performance, which demonstrates nearly 100% recall across 13 types of ransomware with minimal runtime overhead, as evidenced by large-scale benchmarking.

Syllabus

OSDI '24 - Ransom Access Memories: Achieving Practical Ransomware Protection in Cloud with DeftPunk


Taught by

USENIX

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