133 citations · 200 across the 6 of their papers we have counts for
3 papers · 1 filter
Engineering a Simplified 0-Bit Consistent Weighted Sampling
Edward Raff, Jared Sylvester, Charles Nicholas
The Min-Hashing approach to sketching has become an important tool in data analysis, information retrial, and classification. To apply it to real-valued datasets, the ICWS algorith…
Malware Detection by Eating a Whole EXE
Edward Raff, Jon Barker, Jared Sylvester +3
In this work we introduce malware detection from raw byte sequences as a fruitful research area to the larger machine learning community. Building a neural network for such a probl…
Learning the PE Header, Malware Detection with Minimal Domain Knowledge
Edward Raff, Jared Sylvester, Charles Nicholas
Many efforts have been made to use various forms of domain knowledge in malware detection. Currently there exist two common approaches to malware detection without domain knowledge…