20 citations · 20 across the 3 of their papers we have counts for
3 papers
Surgical Repair of Insecure Code Generation in LLMs
Gustavo Sandoval, Brendan Dolan-Gavitt, Siddharth Garg
Large language models write production code, and yet they routinely introduce well-known vulnerabilities. We show that this is not a knowledge deficit: the same models that generat…
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space
Chuyang Chen, Brendan Dolan-Gavitt, Zhiqiang Lin
Generation-based fuzzing produces appropriate test cases according to specifications of input grammars and semantic constraints to test systems and software. However, these specifi…
Beyond the C: Retargetable Decompilation using Neural Machine Translation
Iman Hosseini, Brendan Dolan-Gavitt
The problem of reversing the compilation process, decompilation, is an important tool in reverse engineering of computer software. Recently, researchers have proposed using techniq…