GreyConE: Greybox fuzzing+Concolic execution guided test generation for high level design

May 09, 2022 Β· Declared Dead Β· πŸ› International Test Conference

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Authors Mukta Debnath, Animesh Basak Chowdhury, Debasri Saha, Susmita Sur-Kolay arXiv ID 2205.04047 Category cs.SE: Software Engineering Cross-listed cs.CR Citations 4 Venue International Test Conference Last Checked 4 months ago
Abstract
Exhaustive testing of high-level designs pose an arduous challenge due to complex branching conditions, loop structures and inherent concurrency of hardware designs. Test engineers aim to generate quality test-cases satisfying various code coverage metrics to ensure minimal presence of bugs in a design. Prior works in testing SystemC designs are time inefficient which obstruct achieving the desired coverage in shorter time-span. We interleave greybox fuzzing and concolic execution in a systematic manner and generate quality test-cases accelerating test coverage metrics. Our results outperform state-of-the-art methods in terms of number of test cases and branch-coverage for some of the benchmarks, and runtime for most of them.
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