110 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
3 papers
ALOHA: Auxiliary Loss Optimization for Hypothesis Augmentation
Ethan M. Rudd, Felipe N. Ducau, Cody Wild +2
Malware detection is a popular application of Machine Learning for Information Security (ML-Sec), in which an ML classifier is trained to predict whether a given file is malware or…
Git Blame Who?: Stylistic Authorship Attribution of Small, Incomplete Source Code Fragments
Edwin Dauber, Aylin Caliskan, Richard Harang +4
Program authorship attribution has implications for the privacy of programmers who wish to contribute code anonymously. While previous work has shown that complete files that are i…
When Coding Style Survives Compilation: De-anonymizing Programmers from Executable Binaries
Aylin Caliskan, Fabian Yamaguchi, Edwin Dauber +4
The ability to identify authors of computer programs based on their coding style is a direct threat to the privacy and anonymity of programmers. While recent work found that source…