Poisoning Behavioral Malware Clustering

25 Nov 2018Battista BiggioKonrad RieckDavide AriuChristian WressneggerIgino CoronaGiorgio GiacintoFabio Roli

Clustering algorithms have become a popular tool in computer security to analyze the behavior of malware variants, identify novel malware families, and generate signatures for antivirus systems. However, the suitability of clustering algorithms for security-sensitive settings has been recently questioned by showing that they can be significantly compromised if an attacker can exercise some control over the input data... (read more)

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