bytecodealliance / wasmtime

A fast and secure runtime for WebAssembly
https://wasmtime.dev/
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Improve libFuzzer feedback of Cranelift lowerings actually executed at runtime #9255

Open alexcrichton opened 1 month ago

alexcrichton commented 1 month ago

One of the things we've struggled with historically in fuzzing is generating interesting enough WebAssembly modules which execute interesting corner cases without trapping almost immediately. For example many wasm-smith modules might immediately have an infinite loop, immediately infinitely recurse, or immediately trap with an out of bounds load. For all of these conditions we have various checks and balances in place to ensure that we get hopefully some better coverage, but I was just thinking of another possible way we could improve it.

What I'm imagining is that we can leverage libFuzzer's coverage-based feedback with a scheme such as:

The hope is that this scheme enables libFuzzer to see what actually happened at runtime. It can know that not only was the lowering rule executed in Cranelift but addtionally the generated code was executed at runtime. WIth N being sufficiently high enough we could get pretty good coverage of "actually executed this lowering rule in a fuzz test case".

I'll note that this is similar to #1151 in spirit and that there'd still be a lot of details to work out here. For example how exactly to model this in Cranelift would be tricky as right now there's not an easy notion of "this lowering rule I was used" nor would it necessarily be easy to inject code to modify bytes during lowering. In any case though I figured I could note down the issue for possible future exploration.

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fitzgen commented 1 month ago

This is a neat little hack!

I think it would be relatively straightforward to implement by

Note that we also might want to make those dummy functions return a unique integer, just to try and prevent LLVM/the linker from deduplicating them all and defeating our intentions.

[^0]: Or, instead of symbolicating those things eagerly, it could be given just a unique rule ID, and then provide some mechanism for getting the other bits on demand. I think all we really need for this use case is the rule's term's name so we can filter for only lower rules and not all the intermediate terms' rules.

[^1]: Insert handwaving about new kind of CLIF global for getting this bitmap's location, similar to stack limits, to make this generic for all Cranelift users rather than specific to just Wasmtime.