Shallow or Deep? An Empirical Study on Detecting Vulnerabilities using Deep Learning (ICPC 2021 - Research)

Who

Alejandro Mazuera-Rozo, Anamaria Mojica-Hanke, Mario Linares-Vásquez, Gabriele Bavota

Track

ICPC 2021 Research

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When

Thu 20 May 2021 16:30 - 16:40 at ICPC Main Room - Verification & Validation Chair(s): Iftekhar Ahmed

Link to Preprint

https://arxiv.org/abs/2103.11940

Alejandro Mazuera-Rozo

Università della Svizzera italiana & Universidad de los Andes

Anamaria Mojica-Hanke

Universidad de los Andes

Colombia

Mario Linares-Vásquez

Universidad de los Andes

Colombia

Gabriele Bavota

Software Institute, USI Università della Svizzera italiana

Switzerland

Time Zone

The program is currently displayed in (GMT+02:00) Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna.

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Session Program

Thu 20 May
Displayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change

16:00 - 16:40	Verification & ValidationResearch / Replications and Negative Results (RENE) / Early Research Achievement (ERA) at ICPC Main Room Chair(s): Iftekhar Ahmed University of California, Irvine

16:00 5m Paper		Understanding Execution Environment of File-Manipulation Scripts by Extracting Pre-Conditions Early Research Achievement (ERA) Rodney Rodriguez University of Texas at San Antonio, USA, Xiaoyin Wang University of Texas at San Antonio Media Attached
16:05 10m Paper		RAID: Tool Support for Refactoring-Aware Code Reviews Research Rodrigo Brito Federal University of Minas Gerais, Brazil, Marco Tulio Valente Federal University of Minas Gerais, Brazil Pre-print Media Attached
16:15 5m Paper		Toward Automated Exploit Generation for Known Vulnerabilities in Open-Source Libraries Early Research Achievement (ERA) Emanuele Iannone University of Salerno, Dario Di Nucci Tilburg University, Antonino Sabetta SAP Security Research, Andrea De Lucia University of Salerno Pre-print Media Attached
16:20 10m Paper		What is the Vocabulary of Flaky Tests? An Extended Replication Replications and Negative Results (RENE) Bruno Henrique Pachulski Camara Federal University of Paraná, Marco Aurélio Graciotto Silva Federal University of Technology - Paraná (UTFPR), André T. Endo Federal University of Technology - Paraná (UTFPR), Silvia Regina Vergilio Federal University of Paraná Pre-print Media Attached
16:30 10m Paper		Shallow or Deep? An Empirical Study on Detecting Vulnerabilities using Deep Learning Research Alejandro Mazuera-Rozo Università della Svizzera italiana & Universidad de los Andes, Anamaria Mojica-Hanke Universidad de los Andes, Mario Linares-Vásquez Universidad de los Andes, Gabriele Bavota Software Institute, USI Università della Svizzera italiana Pre-print Media Attached

Information for Participants

Thu 20 May 2021 16:00 - 16:40 at ICPC Main Room - Verification & Validation Chair(s): Iftekhar Ahmed

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