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+# Frequently asked questions about afl++
+
+## Contents
+
+ 1. [What is an edge?](#what-is-an-edge)
+ 2. [Why is my stability below 100%?](#why-is-my-stability-below-100)
+ 3. [How can I improve the stability value](#how-can-i-improve-the-stability-value)
+
+If you find an interesting or important question missing, submit it via
+[https://github.com/AFLplusplus/AFLplusplus/issues](https://github.com/AFLplusplus/AFLplusplus/issues)
+
+## What is an "edge"
+
+A program contains `functions`, `functions` contain the compiled machine code.
+The compiled machine code in a `function` can be in a single or many `basic blocks`.
+A `basic block` is the largest possible number of subsequent machine code
+instructions that runs independent, meaning it does not split up to different
+locations nor is it jumped into it from a different location:
+```
+function() {
+ A:
+ some
+ code
+ B:
+ if (x) goto C; else goto D;
+ C:
+ some code
+ goto D
+ D:
+ some code
+ goto B
+ E:
+ return
+}
+```
+Every code block between two jump locations is a `basic block`.
+
+An `edge` is then the unique relationship between two `basic blocks` (from the
+code example above):
+```
+ Block A
+ |
+ v
+ Block B <------+
+ / \ |
+ v v |
+ Block C Block D --+
+ \
+ v
+ Block E
+```
+Every line between two blocks is an `edge`.
+
+## Why is my stability below 100
+
+Stability is measured by how many percent of the edges in the target are
+"stable". Sending the same input again and again should take the exact same
+path through the target every time. If that is the case, the stability is 100%.
+
+If however randomness happens, e.g. a thread reading from shared memory,
+reaction to timing, etc. then in some of the re-executions with the same data
+will result in the edge information being different accross runs.
+Those edges that change are then flagged "unstable".
+
+The more "unstable" edges, the more difficult for afl++ to identify valid new
+paths.
+
+A value above 90% is usually fine and a value above 80% is also still ok, and
+even above 20% can still result in successful finds of bugs.
+However, it is recommended that below 90% or 80% you should take measures to
+improve the stability.
+
+## How can I improve the stability value
+
+Four steps are required to do this and requires quite some knowledge of
+coding and/or disassembly and it is only effectively possible with
+afl-clang-fast PCGUARD and afl-clang-lto LTO instrumentation!
+
+ 1. First step: Identify which edge ID numbers are unstable
+
+ run the target with `export AFL_DEBUG=1` for a few minutes then terminate.
+ The out/fuzzer_stats file will then show the edge IDs that were identified
+ as unstable.
+
+ 2. Second step: Find the responsible function.
+
+ a) For LTO instrumented binaries just disassemble or decompile the target
+ and look which edge is writing to that edge ID. Ghidra is a good tool
+ for this: [https://ghidra-sre.org/](https://ghidra-sre.org/)
+
+ b) For PCGUARD instrumented binaries it is more difficult. Here you can
+ either modify the __sanitizer_cov_trace_pc_guard function in
+ llvm_mode/afl-llvm-rt.o.c to write a backtrace to a file if the ID in
+ __afl_area_ptr[*guard] is one of the unstable edge IDs. Then recompile
+ and reinstall llvm_mode and rebuild your target. Run the recompiled
+ target with afl-fuzz for a while and then check the file that you
+ wrote with the backtrace information.
+ Alternatively you can use `gdb` to hook __sanitizer_cov_trace_pc_guard_init
+ on start, check to which memory address the edge ID value is written
+ and set a write breakpoint to that address (`watch 0x.....`).
+
+ 3. Third step: create a text file with the filenames
+
+ Identify which source code files contain the functions that you need to
+ remove from instrumentation.
+
+ Simply follow this document on how to do this: [llvm_mode/README.instrument_file.md](llvm_mode/README.instrument_file.md)
+ If PCGUARD is used, then you need to follow this guide: [http://clang.llvm.org/docs/SanitizerCoverage.html#partially-disabling-instrumentation](http://clang.llvm.org/docs/SanitizerCoverage.html#partially-disabling-instrumentation)
+
+ 4. Fourth step: recompile the target
+
+ Recompile, fuzz it, be happy :)
+