Adversarial Testing with Reinforcement Learning: A Case Study on Autonomous Driving (ICST 2024 - Research Papers) - ICST 2024

Mon 27 - Fri 31 May 2024 Canada

Who

Andréa Doreste, Matteo Biagiola, Paolo Tonella

Track

ICST 2024 Research Papers

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When

Wed 29 May 2024 15:30 - 15:50 at Room 2 & 3 - Testing Autonomous Driving Systems Chair(s): Nargiz Humbatova

Andréa Doreste

Matteo Biagiola

Università della Svizzera italiana

Paolo Tonella

USI Lugano

Switzerland

Time Zone

The program is currently displayed in (GMT-04:00) Eastern Time (US & Canada).

Use conference time zone: (GMT-04:00) Eastern Time (US & Canada)Select other time zone

The GMT offsets shown reflect the offsets at the moment of the conference.

Time Band

By setting a time band, the program will dim events that are outside this time window. This is useful for (virtual) conferences with a continuous program (with repeated sessions).
The time band will also limit the events that are included in the personal iCalendar subscription service.

Display full programSpecify a time band

Session Program

Wed 29 May
Displayed time zone: Eastern Time (US & Canada) change

	15:30 - 17:00	Testing Autonomous Driving SystemsResearch Papers / Testing Tools and Demonstration at Room 2 & 3 Chair(s): Nargiz Humbatova USI Lugano

	15:30 20m Research paper		Adversarial Testing with Reinforcement Learning: A Case Study on Autonomous Driving Research Papers Andréa Doreste , Matteo Biagiola Università della Svizzera italiana, Paolo Tonella USI Lugano
	15:50 20m Research paper		Assessing Quality Metrics for Neural Reality Gap Input Mitigation in Autonomous Driving Testing Research Papers Stefano Carlo Lambertenghi Technische Universität München, fortiss GmbH, Andrea Stocco Technical University of Munich, fortiss Pre-print
	16:10 20m Research paper		Predicting Safety Misbehaviours in Autonomous Driving Systems using Uncertainty Quantification Research Papers Ruben Grewal , Paolo Tonella USI Lugano, Andrea Stocco Technical University of Munich, fortiss Pre-print
	16:30 20m Research paper		AURORA: Navigating UI Tarpits via Automated Neural Screen Understanding Research Papers Safwat Ali Khan George Mason University, Wenyu Wang University of Illinois Urbana-Champaign, Yiran Ren , Bin Zhu , Jiangfan Shi , Wing Lam George Mason University, Kevin Moran University of Central Florida Pre-print
	16:50 10m Demonstration		U-Fuzz: A Tool for Stateful Fuzzing of IoT Protocols on COTS Devices Testing Tools and Demonstration Shang Zewen , Matheus Eduardo Garbelini , Sudipta Chattopadhyay Singapore University of Technology and Design