Neural Network Guided Evolutionary Fuzzing for Finding Traffic Violations of Autonomous Vehicles

Author:

Zhong Ziyuan1ORCID,Kaiser Gail1,Ray Baishakhi1ORCID

Affiliation:

1. Department of Computer Science, Columbia University, New York, NY, USA

Funder

National Science Foundation

Defense Advanced Research Projects Agency

Naval Information Warfare Center Pacific

National Instruments Corporation

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Software

Reference74 articles.

1. MTFuzz: fuzzing with a multi-task neural network

2. A Hitchhiker's guide to statistical tests for assessing randomized algorithms in software engineering

3. Testing Advanced Driver Assistance Systems Using Multi-objective Search and Neural Networks;raja ben abdessalem;IEEE/ACM Int Conference on Automated Software Engineering (ASE),2016

4. A critique and improvement of the CL common language effect size statistics of mcgraw and wong;vargha;Journal of Educational and Behavioral Statistics,2000

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