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Conference and Workshop Papers
- 2023
[c1]Nafis Tanveer Islam, Gonzalo De La Torre Parra, Dylan Manuel, Elias Bou-Harb, Peyman Najafirad:
An Unbiased Transformer Source Code Learning with Semantic Vulnerability Graph. EuroS&P 2023: 144-159
Informal and Other Publications
- 2024
- [i7]Nafis Tanveer Islam, Joseph Khoury, Andrew Seong, Gonzalo De La Torre Parra, Elias Bou-Harb, Peyman Najafirad:
LLM-Powered Code Vulnerability Repair with Reinforcement Learning and Semantic Reward. CoRR abs/2401.03374 (2024) - [i6]Nafis Tanveer Islam, Mohammad Bahrami Karkevandi, Peyman Najafirad:
Code Security Vulnerability Repair Using Reinforcement Learning with Large Language Models. CoRR abs/2401.07031 (2024) - [i5]Nafis Tanveer Islam, Gonzalo De La Torre Parra, Dylan Manuel, Murtuza Jadliwala, Peyman Najafirad:
Causative Insights into Open Source Software Security using Large Language Code Embeddings and Semantic Vulnerability Graph. CoRR abs/2401.07035 (2024) - [i4]Nafis Tanveer Islam, Mazal Bethany, Dylan Manuel, Murtuza Jadliwala, Peyman Najafirad:
Unintentional Security Flaws in Code: Automated Defense via Root Cause Analysis. CoRR abs/2409.00199 (2024) - [i3]Nafis Tanveer Islam, Joseph Khoury, Andrew Seong, Elias Bou-Harb, Peyman Najafirad:
Enhancing Source Code Security with LLMs: Demystifying The Challenges and Generating Reliable Repairs. CoRR abs/2409.00571 (2024) - [i2]Ana Nunez, Nafis Tanveer Islam, Sumit Kumar Jha, Peyman Najafirad:
AutoSafeCoder: A Multi-Agent Framework for Securing LLM Code Generation through Static Analysis and Fuzz Testing. CoRR abs/2409.10737 (2024) - 2023
- [i1]Nafis Tanveer Islam, Gonzalo De La Torre Parra, Dylan Manuel, Elias Bou-Harb, Peyman Najafirad:
An Unbiased Transformer Source Code Learning with Semantic Vulnerability Graph. CoRR abs/2304.11072 (2023)
Coauthor Index
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