An Unbiased Transformer Source Code Learning with Semantic Vulnerability Graph. - Nafis Tanveer Islam; Gonzalo De La Torre Parra; Dylan Manuel; Elias Bou-Harb; Peyman Najafirad (EuroS&P, 2023)

Causative Insights into Open Source Software Security using Large Language Code Embeddings and Semantic Vulnerability Graph. - Nafis Tanveer Islam; Gonzalo De La Torre Parra; Dylan Manuel; Murtuza Jadliwala; Peyman Najafirad (CoRR, 2024)

Unintentional Security Flaws in Code: Automated Defense via Root Cause Analysis. - Nafis Tanveer Islam; Mazal Bethany; Dylan Manuel; Murtuza Jadliwala; Peyman Najafirad (CoRR, 2024)

Enhancing Reverse Engineering: Investigating and Benchmarking Large Language Models for Vulnerability Analysis in Decompiled Binaries. - Dylan Manuel; Nafis Tanveer Islam; Joseph Khoury; Ana Nunez; Elias Bou-Harb; Peyman Najafirad (CoRR, 2024)

CodableLLM: Automating Decompiled and Source Code Mapping for LLM Dataset Generation. - Dylan Manuel; Paul Rad (CoRR, 2025)