Najafirad, Peyman

1. AutoSafeCoder: A Multi-Agent Framework for Securing LLM Code Generation through Static Analysis and Fuzz Testing
   2024/09/16 by Ana Nunez, Nafis Tanveer Islam, Nunez, Ana +5 · 12 citations
   Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Digital Rights Management and Security #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Testing and Debugging Techniques
2. Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters
   2023/05/22 by Isaac Corley, Caleb Robinson, Corley, Isaac +7 · 4 citations
   Engineering · Computer Science · #Remote-Sensing Image Classification #Synthetic Aperture Radar (SAR) Applications and Techniques #Domain Adaptation and Few-Shot Learning
3. LLM-Powered Code Vulnerability Repair with Reinforcement Learning and Semantic Reward
   2024/01/07 by Islam, Nafis Tanveer, Khoury, Joseph, Seong, Andrew +4 · 4 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE)
4. Opportunities and Challenges in Deep Learning Adversarial Robustness: A Survey
   2020/07/01 by Silva, Samuel Henrique, Najafirad, Peyman · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Deciphering Textual Authenticity: A Generalized Strategy through the Lens of Large Language Semantics for Detecting Human vs. Machine-Generated Text
   2024/01/17 by Mazal Bethany, Brandon Wherry, Bethany, Mazal +7 · 3 citations
   Computer Science · #Hate Speech and Cyberbullying Detection #Topic Modeling #Text Readability and Simplification
6. Jailbreaking Large Language Models with Symbolic Mathematics
   2024/09/17 by Emet Bethany, Bethany, Emet, Mazal Bethany +7 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computability, Logic, AI Algorithms #Computation and Language (cs.CL) #Computational Physics and Python Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
7. Improving LLM Reasoning with Multi-Agent Tree-of-Thought Validator Agent
   2024/09/17 by Fatemeh Haji, Mazal Bethany, Haji, Fatemeh +9 · 3 citations
   Business, Management and Accounting · Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #FOS: Computer and information sciences #Modeling, Simulation, and Optimization #Semantic Web and Ontologies
8. Code Security Vulnerability Repair Using Reinforcement Learning with Large Language Models
   2024/01/13 by Nafis Tanveer Islam, Islam, Nafis Tanveer, Karkevandi, Mohammad Bahrami +1 · 2 citations
   Computer Science · #Software Engineering Research #Software Reliability and Analysis Research
9. Image Safeguarding: Reasoning with Conditional Vision Language Model and Obfuscating Unsafe Content Counterfactually
   2024/01/19 by Mazal Bethany, Brandon Wherry, Bethany, Mazal +5 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
10. Enhancing Reverse Engineering: Investigating and Benchmarking Large Language Models for Vulnerability Analysis in Decompiled Binaries
    2024/11/07 by Dylan Manuel, Nafis Tanveer Islam, Manuel, Dylan +9 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Software Engineering Research #Software Reliability and Analysis Research
11. CAMOUFLAGE: Exploiting Misinformation Detection Systems Through LLM-driven Adversarial Claim Transformation
    2025/05/03 by Mazal Bethany, Nishant Vishwamitra, Bethany, Mazal +5 · 2 citations
    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Network Security and Intrusion Detection
12. FLAVARS: A Multimodal Foundational Language and Vision Alignment Model for Remote Sensing
    2025/01/14 by Corley, Isaac, Nsutezo, Simone Fobi, Ortiz, Anthony +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)