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1
Introduction
2
What is ransomware
3
Typical ransom node
4
Recent resurgence of ransomware
5
Recent attack on hospitals
6
Canada
7
Massachusetts
8
Three Approaches
9
Thread Model
10
Tools and Techniques
11
Our Approach
12
Two Classes of Ransomware
13
Generated Content
14
Ransomware Families
15
Encryption
16
Similarity Score
17
Test System
18
Data Source
19
False Negative Cases
20
Unknown Data Set
21
Pollution Ratio
22
Summary
23
Silent Crypt
24
VirusTotal
25
Google Results
26
Conclusion
27
Question Answer
Description:
Explore a comprehensive conference talk on UNVEIL, an innovative automated system for detecting ransomware. Learn about the resurgence of ransomware attacks, including high-profile incidents like the Sony breach. Discover how UNVEIL operates by creating artificial user environments and monitoring file and desktop interactions to identify ransomware behavior. Examine the system's effectiveness in detecting previously unknown and evasive ransomware strains. Gain insights into different ransomware classes, evaluation methodologies, and the tool's performance against various data sources. Understand the significance of UNVEIL in advancing ransomware detection capabilities and its potential impact on cybersecurity efforts.

UNVEIL - A Large-Scale, Automated Approach to Detecting Ransomware

USENIX
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