Md Rafiqul Islam Rabin
- Calibration and Correctness of Language Models for Code
2024/02/03 by C. Katharina Spieß, David Gros, Spiess, Claudio +14 · 18 citations
Computer Science · #Digital Rights Management and Security
- A Survey of Trojans in Neural Models of Source Code: Taxonomy and Techniques
2023/05/05 by Aftab M. Hussain, Md Rafiqul Islam Rabin, Hussain, Aftab +10 · 1 citation
Computer Science · Medicine · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #Software Engineering (cs.SE)
- Occlusion-based Detection of Trojan-triggering Inputs in Large Language Models of Code
2023/12/07 by Aftab M. Hussain, Hussain, Aftab, Md Rafiqul Islam Rabin +7 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research
- Harnessing the Power of LLMs: Automating Unit Test Generation for High-Performance Computing
2024/07/06 by Rabimba Karanjai, Karanjai, Rabimba, Aftab Hussain +9 · 2 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Scientific Computing and Data Management #Software Engineering (cs.SE) #Software Testing and Debugging Techniques
- Evaluation of Generalizability of Neural Program Analyzers under Semantic-Preserving Transformations
2020/04/15 by Md Rafiqul Islam Rabin, Rabin, Md Rafiqul Islam, Mohammad Amin Alipour +1 · 1 citation
Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Programming Languages (cs.PL) #Software Engineering (cs.SE) #Software Engineering Research