Search Results for author: Elias Bou-Harb

Found 3 papers, 1 papers with code

LLM-Powered Code Vulnerability Repair with Reinforcement Learning and Semantic Reward

no code implementations7 Jan 2024 Nafis Tanveer Islam, Joseph Khoury, Andrew Seong, Mohammad Bahrami Karkevandi, Gonzalo De La Torre Parra, Elias Bou-Harb, Peyman Najafirad

In software development, the predominant emphasis on functionality often supersedes security concerns, a trend gaining momentum with AI-driven automation tools like GitHub Copilot.

Language Modelling Large Language Model +1

An Unbiased Transformer Source Code Learning with Semantic Vulnerability Graph

1 code implementation17 Apr 2023 Nafis Tanveer Islam, Gonzalo De La Torre Parra, Dylan Manuel, Elias Bou-Harb, Peyman Najafirad

We present a training process utilizing a semantic vulnerability graph (SVG) representation from source code, created by integrating edges from a sequential flow, control flow, and data flow, as well as a novel flow dubbed Poacher Flow (PF).

Vulnerability Detection

Improving Borderline Adulthood Facial Age Estimation through Ensemble Learning

no code implementations2 Jul 2019 Felix Anda, David Lillis, Aikaterini Kanta, Brett A. Becker, Elias Bou-Harb, Nhien-An Le-Khac, Mark Scanlon

Achieving high performance for facial age estimation with subjects in the borderline between adulthood and non-adulthood has always been a challenge.

Age Estimation Ensemble Learning

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