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16th IEEE Inter national W orking Confer ence on Sour ce Code Analysis and Manipulation • SCAM 2016

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Published by the IEEE Computer Society 10662 Los Vaqueros Circle

Los Alamitos, CA 90720

IEEE Computer Society Order Number E5962 ISBN 978-1-5090-3848-0

BMS Part Number CFP16SRC-ART

16th IEEE Inter national W orking Confer ence on Sour ce Code Analysis and Manipulation • SCAM 2016

SCAM 2016

16th IEEE International Working Conference on Source Code Analysis and Manipulation

2-3 October 2016 - Raleigh, North Carolina, USA

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Proceedings

2016 IEEE 16th International Working Conference on Source Code Analysis and Manipulation

2–3 October 2016

Raleigh, North Carolina

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2016 IEEE 16th International Working Conference on Source Code Analysis

and Manipulation

SCAM 2016

Table of Contents

Message from the Chairs...viii

Organizing Committee...ix

Program Committee Research Track...x

Program Committee Engineering Track...xii

Additional Reviewers...xiii

Keynote...xiv

Supporters...xv

Session 1: Software Security and Code Obfuscation

Vulnerability Prediction Models: A Case Study on the Linux Kernel ...1

Matthieu Jimenez, Mike Papadakis, and Yves Le Traon Assessment of Source Code Obfuscation Techniques ...11

Alessio Viticchié, Leonardo Regano, Marco Torchiano, Cataldo Basile, Mariano Ceccato, Paolo Tonella, and Roberto Tiella A Security Perspective on Code Review: The Case of Chromium ...21

Marco di Biase, Magiel Bruntink, and Alberto Bacchelli

Session 2: Supporting Software Developers

A Source-Level Energy Optimization Framework for Mobile Applications ...31

Xueliang Li and John P. Gallagher SATT: Tailoring Code Metric Thresholds for Different Software Architectures ...41

Maurício Aniche, Christoph Treude, Andy Zaidman, Arie van Deursen, and Marco Aurélio Gerosa Collective Intelligence for Smarter API Recommendations in Python ...51

Andrea Renika D’Souza, Di Yang, and Cristina V. Lopes

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Session 3: Engineering Track Papers

BinCFP: Efficient Multi-threaded Binary Code Control Flow Profiling ...61 Jiang Ming and Dinghao Wu

Conc2Seq: A Frama-C Plugin for Verification of Parallel Compositions of C Programs ...67 Allan Blanchard, Nikolai Kosmatov, Matthieu Lemerre, and Frédéric Loulergue

Augur: Incorporating Hidden Dependencies and Variable Granularity in Change

Impact Analysis ...73 Tushar Sharma and Girish Suryanarayana

Statically-Informed Dynamic Analysis Tools to Detect Algorithmic Complexity

Vulnerabilities ...79 Benjamin Holland, Ganesh Ram Santhanam, Payas Awadhutkar, and Suresh Kothari

Scala-AM: A Modular Static Analysis Framework ...85 Quentin Stiévenart, Maarten Vandercammen, Wolfgang De Meuter, and Coen De Roover

A Program Interpreter Framework for Arbitrary Abstractions ...91 Jochen Quante

Session 4: Code Similarity and Fault Localization

Mutation-Based Graph Inference for Fault Localization ...97 Vincenzo Musco, Martin Monperrus, and Philippe Preux

An Exploratory Study of Interface Redundancy in Code Repositories ...107 Adriano Carvalho de Paula, Eduardo Guerra, Cristina V. Lopes, Hitesh Sajnani,

and Otávio Augusto Lazzarini Lemos

Similarity of Source Code in the Presence of Pervasive Modifications ...117 Chaiyong Ragkhitwetsagul, Jens Krinke, and David Clark

Session 5: Software Testing

LLSPLAT: Improving Concolic Testing by Bounded Model Checking ...127 Min Gao, Lei He, Rupak Majumdar, and Zilong Wang

Are My Unit Tests in the Right Package? ...137 Gergő Balogh, Tamás Gergely, Árpád Beszédes, and Tibor Gyimóthy

Analysing and Comparing the Effectiveness of Mutation Testing Tools: A Manual

Study ...147 Marinos Kintis, Mike Papadakis, Andreas Papadopoulos, Evangelos Valvis,

and Nicos Malevris

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Session 6: Code Transformation and Static Analysis

Survey of Approaches for Handling Static Analysis Alarms ...157 Tukaram Muske and Alexander Serebrenik

Effects Dependence Graph: A Key Data Concept for C Source-to-Source Compilers ...167 Nelson Lossing, Pierre Guillou, and Francois Irigoin

Transforming C++11 Code to C++03 to Support Legacy Compilation Environments ...177 Gábor Antal, Dávid Havas, István Siket, Árpád Beszédes, Rudolf Ferenc,

and József Mihalicza

Session 7: Empirical Studies

A Case for Software Specific Natural Language Techniques ...187 David Binkley and Dawn Lawrie

A Source Level Empirical Study of Features and Their Interactions in Variable

Software ...197 Stefan Fischer, Lukas Linsbauer, Roberto E. Lopez-Herrejon, and Alexander Egyed

Exploring the Effects of History Length and Age on Mining Software Change Impact ...207 Leon Moonen, Stefano Di Alesio, Thomas Rolfsnes, and Dave W. Binkley

Author Index...217

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