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Paper: CryptoDrop - Stopping Ransomware Attacks on User Data

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In this work, we present CryptoDrop, an early-warning detection system that alerts a user during suspicious file activity. Using a set of behavior indicators, CryptoDrop can halt a process that appears to be tampering with a large amount of the user’s data.

 

Furthermore, by combining a set of indicators common to ransomware, the system can be parameterized for rapid detection with low false positives. Our experimental analysis of CryptoDrop stops ransomware from executing with a median loss of only 10 files (out of nearly 5,100 available files).

 

Our results show that careful analysis of ransomware behavior can produce an effective detection system that significantly mitigates the amount of victim data loss.

 

View paper

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