Automated Bug Fixing with Generative AI: Addressing Software Vulnerabilities in Secure Coding
Keywords:
Generative AI, automated bug fixing, software vulnerabilitiesAbstract
Generative AI has changed software development and other industries. One of its most potential applications is automatic bug rectification, particularly for secure code problems. Traditional bug remediation may lead to human errors and overlooked vulnerabilities due to manual code reviews, slow debugging, and repetitive activities. Generative AI models, particularly deep learning ones, may automate and optimize these activities by finding and fixing security problems. This paper suggests that generative AI in automated bug remediation may enhance code security, secure coding, and the software development lifecycle. The pros, cons, and ethics of AI are also examined.
Downloads
References
Madupati, Bhanuprakash. "Challenges in. NET Development and Potential Improvements." Available at SSRN 5118209 (2023).
Pillai, Vinayak. Anomaly Detection for Innovators: Transforming Data into Breakthroughs. Libertatem Media Private Limited, 2022.
Kalluri, Kartheek. "Enhancing Credit Union Operations: Utilizing Pega's Workflow Automation for Member Management." INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT 7 (2023): 1-7.
Singu, Santosh Kumar. "Real-Time Data Integration: Tools, Techniques, and Best Practices." ESP Journal of Engineering & Technology Advancements 1.1 (2021): 158-172.
Madupati, Bhanuprakash. "Skill Gaps and Underserved Areas in. NET Development." Available at SSRN 5076680 (2023).
Gondaliya, Jayraj, et al. "Hybrid security RSA algorithm in application of web service." 2018 1st International Conference on Data Intelligence and Security (ICDIS). IEEE, 2018.
Kalluri, Kartheek. "Adapting LLMs for Low Resource Languages-Techniques and Ethical Considerations." (2023).
Singu, Santosh Kumar. "Designing scalable data engineering pipelines using Azure and Databricks." ESP Journal of Engineering & Technology Advancements 1.2 (2021): 176-187.
Madupati, Bhanuprakash. "Comprehensive Approaches to API Security and Management in Large-Scale Microservices Environments." Available at SSRN 5076630 (2023).
Talati, Dhruvitkumar. "Quantum minds: Merging quantum computing with next-gen AI." (2023).
Kalluri, Kartheek. "Assessing the Impact of Pega's Robotic Process Automation on Supply Chain Management Efficiency." Methodology 7.06 (2023).
Singu, Santosh Kumar. "ETL Process Automation: Tools and Techniques." ESP Journal of Engineering & Technology Advancements 2.1 (2022): 74-85.
Madupati, Bhanuprakash. "Serverless Architectures and Function-As-A-Service (Faas): Scalability, Cost Efficiency, And Security Challenges." Cost Efficiency, And Security Challenges (April 05, 2023) (2023).
Talati, Dhruvitkumar. "Artificial intelligence (AI) in mental health diagnosis and treatment." Journal of Knowledge Learning and Science Technology ISSN: 2959-6386 (online) 2.3 (2023): 251-253.
Kalluri, Kartheek. "Exploring Zero-Shot and Few-Shot Learning Capabilities in LLMS for Complex Query Handling." 2022,
Singu, Santosh Kumar. "Impact of Data Warehousing on Business Intelligence and Analytics." ESP Journal of Engineering & Technology Advancements 2.2 (2022): 101-113.
Madupati, Bhanuprakash. "Kubernetes for Multi-Cloud and Hybrid Cloud: Orchestration, Scaling, and Security Challenges." Scaling, and Security Challenges (June 30, 2023) (2023).
Talati, Dhruvitkumar. "Telemedicine and AI in Remote Patient Monitoring." Journal of Knowledge Learning and Science Technology ISSN: 2959-6386 (online) 2.3 (2023): 254-255.
Kalluri, Kartheek. "Artificial Intelligence in BPM: Enhancing Process Optimization Through Low-Code Development."
Madupati, Bhanuprakash. "Observability in Microservices Architectures: Leveraging Logging, Metrics, and Distributed Tracing in Large-Scale Systems." Metrics, and Distributed Tracing in Large-Scale Systems (November 30, 2023) (2023).
Talati, Dhruvitkumar. "AI in healthcare domain." Journal of Knowledge Learning and Science Technology ISSN: 2959-6386 (online) 2.3 (2023): 256-262.
Madupati, Bhanuprakash. "Kubernetes for Multi-Cloud and Hybrid Cloud: Orchestration, Scaling, and Security Challenges." Scaling, and Security Challenges (June 30, 2023) (2023).
