20 citations · 23 across the 6 of their papers we have counts for
3 papers · 1 filter
Identifying Appropriately-Sized Services with Deep Reinforcement Learning
Syeda Tasnim Fabiha, Saad Shafiq, Wesley Klewerton Guez Assunção +1
Service-based architecture (SBA) has gained attention in industry and academia as a means to modernize legacy systems. It refers to a design style that enables systems to be develo…
Are We Learning the Right Features? A Framework for Evaluating DL-Based Software Vulnerability Detection Solutions
Satyaki Das, Syeda Tasnim Fabiha, Saad Shafiq +1
Recent research has revealed that the reported results of an emerging body of DL-based techniques for detecting software vulnerabilities are not reproducible, either across differe…
Toward Improved Deep Learning-based Vulnerability Detection
Adriana Sejfia, Satyaki Das, Saad Shafiq +1
Deep learning (DL) has been a common thread across several recent techniques for vulnerability detection. The rise of large, publicly available datasets of vulnerabilities has fuel…