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Sun 20 - Fri 25 October 2019 Athens, Greece
Fri 25 Oct 2019 12:07 - 12:30 at Attica - Test Generation Chair(s): Sasa Misailovic

Despite much recent interest in randomised testing (fuzzing) of compilers, the practical impact of fuzzer-found compiler bugs on real-world applications has barely been assessed. We present the first quantitative and qualitative study of the tangible impact of miscompilation bugs in a mature compiler. We follow a rigorous methodology where the bug impact over the compiled application is evaluated based on (1) whether the bug appears to trigger during compilation; (2) the extent to which generated assembly code changes syntactically due to triggering of the bug; and (3) whether such changes cause regression test suite failures, or whether we can manually find application inputs that trigger execution divergence due to such changes. The study is conducted with respect to the compilation of more than 10 million lines of C/C++ code from 309 Debian packages, using 12% of the historical and now fixed miscompilation bugs found by four state-of-the-art fuzzers in the Clang/LLVM compiler, as well as 18 bugs found by human users compiling real code or as a by-product of formal verification efforts. The results show that almost half of the fuzzer-found bugs propagate to the generated binaries for at least one package, in which case only a very small part of the binary is typically affected, yet causing two failures when running the test suites of all the impacted packages. User-reported and formal verification bugs do not exhibit a higher impact, with a lower rate of triggered bugs and one test failure. The manual analysis of a selection of the syntactic changes caused by some of our bugs (fuzzer-found and non fuzzer-found) in package assembly code, shows that either these changes have no semantic impact or that they would require very specific runtime circumstances to trigger execution divergence.

Slides of OOPSLA presentation (compilerbugs-oopsla-19.pdf)3.29MiB

Fri 25 Oct
Times are displayed in time zone: (GMT+03:00) Beirut change

11:00 - 12:30: OOPSLA - Test Generation at Attica
Chair(s): Sasa MisailovicUniversity of Illinois at Urbana-Champaign
splash-2019-oopsla11:00 - 11:22
Kia RahmaniPurdue University, Kartik NagarPurdue University, Benjamin DelawarePurdue University, Suresh JagannathanPurdue University
DOI Pre-print
splash-2019-oopsla11:22 - 11:45
Leonidas LampropoulosUniversity of Pennsylvania, University of Maryland, Michael HicksUniversity of Maryland, Benjamin C. PierceUniversity of Pennsylvania
splash-2019-oopsla11:45 - 12:07
Rohan PadhyeUniversity of California, Berkeley, Caroline LemieuxUniversity of California, Berkeley, Koushik SenUniversity of California, Berkeley, Laurent SimonSamsung Research America, Hayawardh VijayakumarSamsung Research America
DOI Pre-print
splash-2019-oopsla12:07 - 12:30
Michaël MarcozziImperial College London, Qiyi TangImperial College London, Alastair DonaldsonImperial College London, Cristian CadarImperial College London
Link to publication DOI Pre-print Media Attached File Attached