Toufique Ahmed

Extending Source Code Pre-Trained Language Models to Summarise Decompiled Binaries

2023

Binary reverse engineering is used to understand and analyse programs for which the source code is unavailable. Decompilers can help, transforming opaque binaries into a more readable source code-like representation. Still, reverse engineering is difficult …

Few-shot training LLMs for project-specific code-summarization

2022

Very large language models (LLMs), such as GPT-3 and Codex have achieved state-of-the-art performance on several natural-language tasks, and show great promise also for code. A particularly exciting aspect of LLMs is their knack for …