31 citations · 32 across the 3 of their papers we have counts for
3 papers
Dual Reinforcement-Based Specification Generation for Image De-Rendering
Ramakanth Pasunuru, David Rosenberg, Gideon Mann +1
Advances in deep learning have led to promising progress in inferring graphics programs by de-rendering computer-generated images. However, current methods do not explore which dec…
Improving Grey-Box Fuzzing by Modeling Program Behavior
Siddharth Karamcheti, Gideon Mann, David Rosenberg
Grey-box fuzzers such as American Fuzzy Lop (AFL) are popular tools for finding bugs and potential vulnerabilities in programs. While these fuzzers have been able to find vulnerabi…
Adaptive Grey-Box Fuzz-Testing with Thompson Sampling
Siddharth Karamcheti, Gideon Mann, David Rosenberg
Fuzz testing, or "fuzzing," refers to a widely deployed class of techniques for testing programs by generating a set of inputs for the express purpose of finding bugs and identifyi…