Wed 7 Nov 2018 14:37 - 15:00 at Horizons 5 - Software Analysis II Chair(s): Myra Cohen

Source code clones are categorized into four types of increasing difficulty of detection, ranging from purely textual (Type-1) to purely semantic (Type-4). Most clone detectors reported in the literature work well up to Type-3, which accounts for syntactic differences. In between Type-3 and Type-4, however, there lies a spectrum of clones that, although still exhibiting some syntactic similarities, are extremely hard to detect – the Twilight Zone. Most clone detectors reported in the literature fail to operate in this zone. We present Oreo, a novel approach to source code clone detection that not only detects Type-1 to Type-3 clones accurately, but is also capable of detecting harder-to-detect clones in the Twilight Zone. Oreo is built using a combination of machine learning, information retrieval, and software metrics. We evaluate the recall of Oreo on BigCloneBench, and perform manual evaluation for precision. Oreo has both high recall and precision. More importantly, it pushes the boundary in detection of clones with moderate to weak syntactic similarity in a scalable manner

Wed 7 Nov
Times are displayed in time zone: Guadalajara, Mexico City, Monterrey change

13:30 - 15:00: Software Analysis IIResearch Papers / Journal-First at Horizons 5
Chair(s): Myra CohenIowa State University
13:30 - 13:52
Talk
A Systematic Evaluation of Static API-Misuse Detectors
Journal-First
Sven AmannTechnische Universität Darmstadt, Hoan NguyenIowa State University, Sarah NadiUniversity of Alberta, Tien N. NguyenUniversity of Texas at Dallas, Mira MeziniTU Darmstadt
DOI
13:52 - 14:15
Talk
Do Android Taint Analysis Tools Keep Their Promises?
Research Papers
Felix PauckPaderborn University, Germany, Eric BoddenHeinz Nixdorf Institut, Paderborn University and Fraunhofer IEM, Heike WehrheimPaderborn University
14:15 - 14:37
Talk
Neural-Augmented Static Analysis of Android Communication
Research Papers
Jinman ZhaoUniversity of Wisconsin-Madison, USA, Aws AlbarghouthiUniversity of Wisconsin-Madison, Vaibhav RastogiUniversity of Wisconsin-Madison, USA, Somesh JhaUniversity of Wisconsin, Madison, Damien OcteauUniversity of Wisconsin and Pennsylvania State University
14:37 - 15:00
Talk
Oreo: Detection of Clones in the Twilight Zone
Research Papers
Vaibhav SainiUniversity of California at Irvine, USA, Farima FarmahinifarahaniUniversity of California at Irvine, USA, Yadong LuUniversity of California at Irvine, USA, Pierre BaldiUniversity of California at Irvine, USA, Crista Lopes