Search Results for author: Mohammad Bahrami Karkevandi

Found 3 papers, 0 papers with code

Large Language Model Lateral Spear Phishing: A Comparative Study in Large-Scale Organizational Settings

no code implementations18 Jan 2024 Mazal Bethany, Athanasios Galiopoulos, Emet Bethany, Mohammad Bahrami Karkevandi, Nishant Vishwamitra, Peyman Najafirad

The critical threat of phishing emails has been further exacerbated by the potential of LLMs to generate highly targeted, personalized, and automated spear phishing attacks.

Language Modelling Large Language Model

Code Security Vulnerability Repair Using Reinforcement Learning with Large Language Models

no code implementations13 Jan 2024 Nafis Tanveer Islam, Mohammad Bahrami Karkevandi, Peyman Najafirad

This imbalance between the lines needed for security measures and the functional code enforces the supervised fine-tuned model to prioritize generating functional code without adding proper security measures, which also benefits the model by resulting in minimal loss.

Code Generation Code Repair +1

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

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