Benjamin Steenhoek

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 13

Top Topics

Test Generation

Static Analysis

Top Venues

Publications

Benjamin Steenhoek, Md Mahbubur Rahman, Monoshi Kumar Roy, Mirza Sanjida Alam, Earl T. Barr, Wei Le
A Comprehensive Study of the Capabilities of Large Language Models for Vulnerability Detection. CoRR (2024)
Benjamin Steenhoek, Hongyang Gao, Wei Le
Dataflow Analysis-Inspired Deep Learning for Efficient Vulnerability Detection. ICSE (2024)
Yangruibo Ding, Benjamin Steenhoek, Kexin Pei, Gail E. Kaiser, Wei Le, Baishakhi Ray
TRACED: Execution-aware Pre-training for Source Code. ICSE (2024)
Benjamin Steenhoek, Michele Tufano, Neel Sundaresan, Alexey Svyatkovskiy
Reinforcement Learning from Automatic Feedback for High-Quality Unit Test Generation. CoRR (2023)
Yangruibo Ding, Benjamin Steenhoek, Kexin Pei, Gail E. Kaiser, Wei Le, Baishakhi Ray
TRACED: Execution-aware Pre-training for Source Code. CoRR (2023)
Xiuyuan Guo, Ashwin Kallingal Joshy, Benjamin Steenhoek, Wei Le, Lori Flynn
A Study of Static Warning Cascading Tools (Experience Paper). CoRR (2023)
Ashwin Kallingal Joshy, Benjamin Steenhoek, Xiuyuan Guo, Wei Le
Reproducing Failures in Fault Signatures. CoRR (2023)
Benjamin Steenhoek, Md Mahbubur Rahman, Richard Jiles, Wei Le
An Empirical Study of Deep Learning Models for Vulnerability Detection. ICSE (2023)
Benjamin Steenhoek, Md Mahbubur Rahman, Shaila Sharmin, Wei Le
Do Language Models Learn Semantics of Code? A Case Study in Vulnerability Detection. CoRR (2023)
Benjamin Steenhoek, Md Mahbubur Rahman, Richard Jiles, Wei Le
An Empirical Study of Deep Learning Models for Vulnerability Detection. CoRR (2022)
Benjamin Steenhoek, Wei Le, Hongyang Gao
DeepDFA: Dataflow Analysis-Guided Efficient Graph Learning for Vulnerability Detection. CoRR (2022)
Ashwin Kallingal Joshy, Xueyuan Chen, Benjamin Steenhoek, Wei Le
Validating static warnings via testing code fragments. ISSTA (2021)
Ashwin Kallingal Joshy, Xueyuan Chen, Benjamin Steenhoek, Wei Le
Validating Static Warnings via Testing Code Fragments. CoRR (2021)