Search Results for author: Ben Liblit

Found 3 papers, 1 papers with code

TOFU: Target-Oriented FUzzer

no code implementations29 Apr 2020 Zi Wang, Ben Liblit, Thomas Reps

TOFU is also input-structure aware (i. e., the search makes use of a specification of a superset of the program's allowed inputs).

Software Engineering

Enabling Open-World Specification Mining via Unsupervised Learning

no code implementations27 Apr 2019 Jordan Henkel, Shuvendu K. Lahiri, Ben Liblit, Thomas Reps

Using this dataset, we show that interesting clusters can be recovered, in a fully automatic way, by leveraging unsupervised learning in the form of word embeddings.

Word Embeddings

Code Vectors: Understanding Programs Through Embedded Abstracted Symbolic Traces

1 code implementation18 Mar 2018 Jordan Henkel, Shuvendu K. Lahiri, Ben Liblit, Thomas Reps

With the rise of machine learning, there is a great deal of interest in treating programs as data to be fed to learning algorithms.

Software Engineering

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