89 citations · 292 across the 27 of their papers we have counts for
8 papers · 1 filter
LineVD: Statement-level Vulnerability Detection using Graph Neural Networks
David Hin, Andrey Kan, Huaming Chen +1
Current machine-learning based software vulnerability detection methods are primarily conducted at the function-level. However, a key limitation of these methods is that they do no…
APIRO: A Framework for Automated Security Tools API Recommendation
Zarrin Tasnim Sworna, Chadni Islam, Muhammad Ali Babar
Security Orchestration, Automation, and Response (SOAR) platforms integrate and orchestrate a wide variety of security tools to accelerate the operational activities of Security Op…
Automated Security Assessment for the Internet of Things
Xuanyu Duan, Mengmeng Ge, Triet H. M. Le +4
Internet of Things (IoT) based applications face an increasing number of potential security risks, which need to be systematically assessed and addressed. Expert-based manual asses…
Falling for Phishing: An Empirical Investigation into People's Email Response Behaviors
Asangi Jayatilaka, Nalin Asanka Gamagedara Arachchilage, Muhammad Ali Babar
Despite sophisticated phishing email detection systems, and training and awareness programs, humans continue to be tricked by phishing emails. In an attempt to better understand wh…
An Empirical Analysis of Practitioners' Perspectives on Security Tool Integration into DevOps
Roshan Namal Rajapakse, Mansooreh Zahedi, Muhammad Ali Babar
Background: Security tools play a vital role in enabling developers to build secure software. However, it can be quite challenging to introduce and fully leverage security tools wi…
Machine Learning for Detecting Data Exfiltration: A Review
Bushra Sabir, Faheem Ullah, M. Ali Babar +1
Context: Research at the intersection of cybersecurity, Machine Learning (ML), and Software Engineering (SE) has recently taken significant steps in proposing countermeasures for d…