20 citations · 39 across the 10 of their papers we have counts for
4 papers · 1 filter
Context-Guided Decompilation: A Step Towards Re-executability
Xiaohan Wang, Yuxin Hu, Kevin Leach
Binary decompilation plays an important role in software security analysis, reverse engineering, and malware understanding when source code is unavailable. However, existing decomp…
A Human Study of Cognitive Biases in Web Application Security
Yuwei Yang, Skyler Grandel, Daniel Balasubramanian +2
Cybersecurity training has become a crucial part of computer science education and industrial onboarding. Capture the Flag (CTF) competitions have emerged as a valuable, gamified a…
Enhancing Code LLM Training with Programmer Attention
Yifan Zhang, Chen Huang, Zachary Karas +3
Human attention provides valuable yet underexploited signals for code LLM training, offering a perspective beyond purely machine-driven attention. Despite the complexity and cost o…
Optimizing Code Runtime Performance through Context-Aware Retrieval-Augmented Generation
Manish Acharya, Yifan Zhang, Kevin Leach +1
Optimizing software performance through automated code refinement offers a promising avenue for enhancing execution speed and efficiency. Despite recent advancements in LLMs, a sig…