Muhammad Ali Babar

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 55

Top Topics

Systematic Review

Metadata Management

Machine Learning

Top Venues

J. Netw. Comput. Appl.

Publications

Pemsith Mendis, Wilson Reeves, Muhammad Ali Babar, Yue Zhang, Akond Rahman
Evaluating the Quality of Open Source Ansible Playbooks: An Executability Perspective. SEA4DQ@SIGSOFT FSE (2024)
Nguyen Khoi Tran, Samodha Pallewatta, Muhammad Ali Babar
An Empirically Grounded Reference Architecture for Software Supply Chain Metadata Management. EASE (2024)
Anh The Nguyen, Triet Huynh Minh Le, Muhammad Ali Babar
Automated Code-centric Software Vulnerability Assessment: How Far Are We? An Empirical Study in C/C++. CoRR (2024)
Muhammad Ali Babar
Evidence-Based Research for Supporting Software Security in Software Development: Methodological Challenges & Strategies. EASE (2024)
Mingyu Guo, Diksha Goel, Guanhua Wang, Runqi Guo, Yuko Sakurai, Muhammad Ali Babar
Mechanism design for public projects via three machine learning based approaches. Auton. Agents Multi Agent Syst. 38 (1) (2024)
Xiaoyu Xia, Sheik Mohammad Mostakim Fattah, Muhammad Ali Babar
A Survey on UAV-Enabled Edge Computing: Resource Management Perspective. ACM Comput. Surv. 56 (3) (2024)
Yue Zhang, Rachel Meredith, Wilson Reeves, Julia Coriolano, Muhammad Ali Babar, Akond Rahman
Does Generative AI Generate Smells Related to Container Orchestration?: An Exploratory Study with Kubernetes Manifests. MSR (2024)
Faheem Ullah, Shagun Dhingra, Xiaoyu Xia, Muhammad Ali Babar
Evaluation of distributed data processing frameworks in hybrid clouds. J. Netw. Comput. Appl. 224 (2024)
Ali Kazemi Arani, Triet Huynh Minh Le, Mansooreh Zahedi, Muhammad Ali Babar
Systematic Literature Review on Application of Learning-based Approaches in Continuous Integration. CoRR (2024)
Triet Huynh Minh Le, Muhammad Ali Babar
Mitigating Data Imbalance for Software Vulnerability Assessment: Does Data Augmentation Help? CoRR (2024)
Beyza Eken, Samodha Pallewatta, Nguyen Khoi Tran, Ayse Tosun, Muhammad Ali Babar
A Multivocal Review of MLOps Practices, Challenges and Open Issues. CoRR (2024)
Triet H. M. Le, Xiaoning Du, Muhammad Ali Babar
Are Latent Vulnerabilities Hidden Gems for Software Vulnerability Prediction? An Empirical Study. CoRR (2024)
Muhammad Aufeef Chauhan, Muhammad Ali Babar, Haifeng Shen
KRIOTA: A framework for Knowledge-management of dynamic Reference Information and Optimal Task Assignment in hybrid edge-cloud environments to support situation-aware robot-assisted operations. Future Gener. Comput. Syst. 160 (2024)
Limeng Zhang, Rui Zhou, Qing Liu, Chengfei Liu, Muhammad Ali Babar
Transaction Fee Estimation in the Bitcoin System. CoRR (2024)
Ammar Sohail, Bojie Shen, Muhammad Aamir Cheema, Mohammed Eunus Ali, Anwaar Ulhaq, Muhammad Ali Babar, Asama Qureshi
Beyond Data, Towards Sustainability: A Sydney Case Study on Urban Digital Twins. CoRR (2024)
Sajal Halder, Michael Bewong, Arash Mahboubi, Yinhao Jiang, Md. Rafiqul Islam, Md Zahidul Islam, Ryan H. L. Ip, Muhammad Ejaz Ahmed, Gowri Sankar Ramachandran, Muhammad Ali Babar
Malicious Package Detection using Metadata Information. WWW (2024)
Yongzheng Xie, Hongyu Zhang, Muhammad Ali Babar
LogSD: Detecting Anomalies from System Logs through Self-Supervised Learning and Frequency-Based Masking. Proc. ACM Softw. Eng. 1 (FSE) (2024)
Samodha Pallewatta, Muhammad Ali Babar
Towards Secure Management of Edge-Cloud IoT Microservices using Policy as Code. CoRR (2024)
Zahra Mousavi, Chadni Islam, Kristen Moore, Alsharif Abuadbba, Muhammad Ali Babar
An Investigation into Misuse of Java Security APIs by Large Language Models. CoRR (2024)
Asangi Jayatilaka, Nalin Asanka Gamagedara Arachchilage, Muhammad Ali Babar
Why People Still Fall for Phishing Emails: An Empirical Investigation into How Users Make Email Response Decisions. CoRR (2024)
Triet Huynh Minh Le, Xiaoning Du, Muhammad Ali Babar
Are Latent Vulnerabilities Hidden Gems for Software Vulnerability Prediction? An Empirical Study. MSR (2024)
Hang Thanh Bui, Hamed Aboutorab, Arash Mahboubi, Yansong Gao, Nazatul Haque Sultan, Aufeef Chauhan, Mohammad Zavid Parvez, Michael Bewong, Rafiqul Islam, Zahidul Islam, Seyit Ahmet Çamtepe, Praveen Gauravaram, Dineshkumar Singh, Muhammad Ali Babar, Shihao Yan
Agriculture 4.0 and beyond: Evaluating cyber threat intelligence sources and techniques in smart farming ecosystems. Comput. Secur. 140 (2024)
Triet Huynh Minh Le, Muhammad Ali Babar, Tung Hoang Thai
Software Vulnerability Prediction in Low-Resource Languages: An Empirical Study of CodeBERT and ChatGPT. CoRR (2024)
Huaming Chen, Muhammad Ali Babar
Security for Machine Learning-based Software Systems: A Survey of Threats, Practices, and Challenges. ACM Comput. Surv. 56 (6) (2024)
Chadni Islam, Muhammad Ali Babar, Surya Nepal
Design and Generation of a Set of Declarative APIs for Security Orchestration. IEEE Trans. Serv. Comput. 17 (1) (2024)
Yongzheng Xie, Hongyu Zhang, Muhammad Ali Babar
LogSD: Detecting Anomalies from System Logs through Self-supervised Learning and Frequency-based Masking. CoRR (2024)
Triet Huynh Minh Le, Muhammad Ali Babar, Tung Hoang Thai
Software Vulnerability Prediction in Low-Resource Languages: An Empirical Study of CodeBERT and ChatGPT. EASE (2024)
Mubin Ul Haque, Muhammad Ali Babar
A Study on Early & Non-Intrusive Security Assessment for Container Images. ENASE (2023)
Leonardo Horn Iwaya, Muhammad Ali Babar, Awais Rashid
Privacy Engineering in the Wild: Understanding the Practitioners' Mindset, Organizational Aspects, and Current Practices. IEEE Trans. Software Eng. 49 (9) (2023)
Mojtaba Shahin, Ali Rezaei Nasab, Muhammad Ali Babar
A qualitative study of architectural design issues in DevOps. J. Softw. Evol. Process. 35 (5) (2023)
M. Mehdi Kholoosi, Muhammad Ali Babar, Cemal Yilmaz
Empirical Analysis of Software Vulnerabilities Causing Timing Side Channels. CoRR (2023)
Mingyu Guo, Diksha Goel, Guanhua Wang, Yong Yang, Muhammad Ali Babar
Cost Sharing Public Project with Minimum Release Delay. CoRR (2023)
Ali Kazemi Arani, Mansooreh Zahedi, Triet Huynh Minh Le, Muhammad Ali Babar
SoK: Machine Learning for Continuous Integration. CoRR (2023)
Bushra Sabir, Muhammad Ali Babar, Sharif Abuadbba
Interpretability and Transparency-Driven Detection and Transformation of Textual Adversarial Examples (IT-DT). CoRR (2023)
Roland Croft, Muhammad Ali Babar, M. Mehdi Kholoosi
Data Quality for Software Vulnerability Datasets. ICSE (2023)
Yaser Mansouri, Victor Prokhorenko, Faheem Ullah, Muhammad Ali Babar
Resource Utilization of Distributed Databases in Edge-Cloud Environment. IEEE Internet Things J. 10 (11) (2023)
Nguyen Khoi Tran, Samodha Pallewatta, Muhammad Ali Babar
Toward a Reference Architecture for Software Supply Chain Metadata Management. CoRR (2023)
Mohammed Eunus Ali, Muhammad Aamir Cheema, Tanzima Hashem, Anwaar Ulhaq, Muhammad Ali Babar
Enabling Spatial Digital Twins: Technologies, Challenges, and Future Research Directions. CoRR (2023)
Anh Tuan Phu, Bo Li, Faheem Ullah, Tanvir Ul Huque, Ranesh Naha, Muhammad Ali Babar, Hung Nguyen
Defending SDN against packet injection attacks using deep learning. Comput. Networks 234 (2023)
Victor Prokhorenko, Chadni Islam, Muhammad Ali Babar
Analyzing the Evolution of Inter-package Dependencies in Operating Systems: A Case Study of Ubuntu. ECSA (2023)
Ali Kazemi Arani, Triet Huynh Minh Le, Mansooreh Zahedi, Muhammad Ali Babar
Mitigating ML Model Decay in Continuous Integration with Data Drift Detection: An Empirical Study. CoRR (2023)
Bakheet Aljedaani, Aakash Ahmad, Mansooreh Zahedi, Muhammad Ali Babar
An empirical study on secure usage of mobile health apps: The attack simulation approach. Inf. Softw. Technol. 163 (2023)
Sangwon Hyun, Mingyu Guo, Muhammad Ali Babar
METAL: Metamorphic Testing Framework for Analyzing Large-Language Model Qualities. CoRR (2023)
Zarrin Tasnim Sworna, Anjitha Sreekumar, Chadni Islam, Muhammad Ali Babar
Security Tools' API Recommendation Using Machine Learning. ENASE (2023)
Ali Kazemi Arani, Mansooreh Zahedi, Triet Huynh Minh Le, Muhammad Ali Babar
SoK: Machine Learning for Continuous Integration. AIOps@ICSE (2023)
M. Mehdi Kholoosi, Muhammad Ali Babar, Cemal Yilmaz
Empirical Analysis of Software Vulnerabilities Causing Timing Side Channels. CNS (2023)
Zarrin Tasnim Sworna, Zahra Mousavi, Muhammad Ali Babar
NLP methods in host-based intrusion detection systems: A systematic review and future directions. J. Netw. Comput. Appl. 220 (2023)
Ahmed Dawoud, Geeta Mahala, Chadni Islam, Wolfgang Mayer, Aditya Ghose, Muhammad Ali Babar, Markus Stumptner, Georg Grossmann
A Goal-Driven Approach to Support Decision-Making with Incomplete Information in Cyber Operations. CAiSE Forum (2023)
Ali Kazemi Arani, Triet Huynh Minh Le, Mansooreh Zahedi, Muhammad Ali Babar
Systematic Literature Review on Application of Machine Learning in Continuous Integration. CoRR (2023)
Nguyen Khoi Tran, Muhammad Ali Babar, Julian Thorpe, Seth Leslie, Andrew Walters
An Experience Report on the Design and Implementation of an Ad-hoc Blockchain Platform for Tactical Edge Applications. ECSA (2023)
Zarrin Tasnim Sworna, Chadni Islam, Muhammad Ali Babar
APIRO: A Framework for Automated Security Tools API Recommendation. ACM Trans. Softw. Eng. Methodol. 32 (1) (2023)
Faheem Ullah, Muhammad Ali Babar
Guidance Models for Designing Big Data Cyber Security Analytics Systems. ECSA (2023)
Zarrin Tasnim Sworna, Muhammad Ali Babar, Anjitha Sreekumar
IRP2API: Automated Mapping of Cyber Security Incident Response Plan to Security Tools' APIs. SANER (2023)
Victor Prokhorenko, Chadni Islam, Muhammad Ali Babar
Analyzing the Evolution of Inter-package Dependencies in Operating Systems: A Case Study of Ubuntu. CoRR (2023)
Zahra Mousavi, Chadni Islam, Muhammad Ali Babar, Alsharif Abuadbba, Kristen Moore
Detecting Misuses of Security APIs: A Systematic Review. CoRR (2023)
Phong Thanh Nguyen, Muhammad Ali Babar, June M. Verner
Trust in Software Outsourcing Relationships: An Analysis of Vietnamese Practitioners' Views. EASE (2006)
Muhammad Ali Babar, Barbara A. Kitchenham, Piyush Maheshwari
Assessing the Value of Architectural Information Extracted from Patterns for Architecting. EASE (2006)