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@ -43,7 +43,9 @@ sending a mail to <afl-users+subscribe@googlegroups.com>.
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note that this mode is amazing, but quite some targets won't compile
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- Added llvm_mode NGRAM prev_loc coverage by Adrean Herrera
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(https://github.com/adrianherrera/afl-ngram-pass/), activate by setting
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AFL_LLVM_NGRAM_SIZE
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AFL_LLVM_INSTRUMENT=NGRAM-<value> or AFL_LLVM_NGRAM_SIZE=<value>
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- Added llvm_mode context sensitive branch coverage, activated by setting
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AFL_LLVM_INSTRUMENT=CTX or AFL_LLVM_CTX=1
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- llvm_mode InsTrim mode:
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- removed workaround for bug where paths were not instrumented and
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imported fix by author
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@ -146,6 +146,20 @@ Then there are a few specific features that are only available in llvm_mode:
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- Setting AFL_LLVM_NGRAM_SIZE or AFL_LLVM_INSTRUMENT=NGRAM-{value}
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activates ngram prev_loc coverage, good values are 2, 4 or 8
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(any value between 2 and 16 is valid).
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It is highly recommended to increase the MAP_SIZE_POW2 definition in
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config.h to at least 18 and maybe up to 20 for this as otherwise too
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many map collisions occur.
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See llvm_mode/README.ctx.md
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### CTX
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- Setting AFL_LLVM_CTX or AFL_LLVM_INSTRUMENT=CTX
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activates context sensitive branch coverage - meaning that each edge
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is additionally combined with its caller.
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It is highly recommended to increase the MAP_SIZE_POW2 definition in
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config.h to at least 18 and maybe up to 20 for this as otherwise too
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many map collisions occur.
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See llvm_mode/README.ngram.md
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22
llvm_mode/README.ctx.md
Normal file
22
llvm_mode/README.ctx.md
Normal file
@ -0,0 +1,22 @@
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# AFL Context Sensitive Branch Coverage
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## What is this?
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This is an LLVM-based implementation of the context sensitive branch coverage.
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Basically every function gets it's own ID and that ID is combined with the
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edges of the called functions.
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So if both function A and function B call a function C, the coverage
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collected in C will be different.
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In math the coverage is collected as follows:
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`map[current_location_ID ^ previous_location_ID >> 1 ^ previous_callee_ID] += 1`
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## Usage
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Set the `AFL_LLVM_INSTRUMENT=CTX` or `AFL_LLVM_CTX=1` environment variable.
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It is highly recommended to increase the MAP_SIZE_POW2 definition in
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config.h to at least 18 and maybe up to 20 for this as otherwise too
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many map collisions occur.
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@ -92,13 +92,33 @@ which C/C++ files to actually instrument. See [README.whitelist](README.whitelis
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For splitting memcmp, strncmp, etc. please see [README.laf-intel](README.laf-intel.md)
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Then there is an optimized instrumentation strategy that uses CFGs and
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markers to just instrument what is needed. This increases speed by 20-25%
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however has a lower path discovery.
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If you want to use this, set AFL_LLVM_INSTRIM=1
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Then there are different ways of instrumenting the target:
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1. There is an optimized instrumentation strategy that uses CFGs and
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markers to just instrument what is needed. This increases speed by 10-15%
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without any disadvantages
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If you want to use this, set AFL_LLVM_INSTRUMENT=CFG or AFL_LLVM_INSTRIM=1
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See [README.instrim](README.instrim.md)
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A new instrumentation called CmpLog is also available as an alternative to
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2. An even better instrumentation strategy uses LTO and link time
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instrumentation. Note that not all targets can compile in this mode, however
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if it works it is the best option you can use.
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Simply use afl-clang-lto/afl-clang-lto++ to use this option.
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See [README.lto](README.lto.md)
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3. Alternativly you can choose a completely different coverage method:
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3a. N-GRAM coverage - which combines the previous visited edges with the
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current one. This explodes the map but on the other hand has proven to be
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effective for fuzzing.
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See [README.ngram](README.ngram.md)
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3b. Context sensitive coverage - which combines the visited edges with an
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individual caller ID (the function that called the current one)
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[README.ctx](README.ctx.md)
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Then - additionally to one of the instrumentation options above - there is
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a very effective new instrumentation option called CmpLog as an alternative to
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laf-intel that allow AFL++ to apply mutations similar to Redqueen.
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See [README.cmplog](README.cmplog.md)
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@ -13,9 +13,16 @@ is built on top of AFL's QEMU mode.
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This is essentially a port that uses LLVM vectorized instructions to achieve
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the same results when compiling source code.
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In math the branch coverage is performed as follows:
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`map[current_location ^ prev_location[0] >> 1 ^ prev_location[1] >> 1 ^ ... up to n-1`] += 1`
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## Usage
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The size of `n` (i.e., the number of branches to remember) is an option
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that is specified either in the `AFL_LLVM_INSTRUMENT=NGRAM-{value}` or the
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`AFL_LLVM_NGRAM_SIZE` environment variable.
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Good values are 2, 4 or 8, valid are 2-16.
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It is highly recommended to increase the MAP_SIZE_POW2 definition in
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config.h to at least 18 and maybe up to 20 for this as otherwise too
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many map collisions occur.
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@ -544,9 +544,12 @@ int main(int argc, char **argv, char **envp) {
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instrument_mode = INSTRUMENT_PCGUARD;
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else if (strncasecmp(ptr, "lto", strlen("lto")) == 0)
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instrument_mode = INSTRUMENT_LTO;
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else if (strncasecmp(ptr, "ctx", strlen("ctx")) == 0)
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else if (strncasecmp(ptr, "ctx", strlen("ctx")) == 0) {
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instrument_mode = INSTRUMENT_CTX;
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else if (strncasecmp(ptr, "ngram", strlen("ngram")) == 0) {
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setenv("AFL_LLVM_CTX", "1", 1);
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} else if (strncasecmp(ptr, "ngram", strlen("ngram")) == 0) {
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ptr += strlen("ngram");
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while (*ptr && (*ptr < '0' || *ptr > '9'))
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@ -124,6 +124,8 @@ class AFLCoverage : public ModulePass {
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protected:
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std::list<std::string> myWhitelist;
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uint32_t ngram_size = 0;
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uint32_t debug = 0;
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char * ctx_str = NULL;
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};
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@ -179,6 +181,8 @@ bool AFLCoverage::runOnModule(Module &M) {
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char be_quiet = 0;
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if (getenv("AFL_DEBUG")) debug = 1;
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if ((isatty(2) && !getenv("AFL_QUIET")) || getenv("AFL_DEBUG") != NULL) {
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SAYF(cCYA "afl-llvm-pass" VERSION cRST
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@ -209,6 +213,7 @@ bool AFLCoverage::runOnModule(Module &M) {
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char *ngram_size_str = getenv("AFL_LLVM_NGRAM_SIZE");
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if (!ngram_size_str) ngram_size_str = getenv("AFL_NGRAM_SIZE");
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ctx_str = getenv("AFL_LLVM_CTX");
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#ifdef AFL_HAVE_VECTOR_INTRINSICS
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/* Decide previous location vector size (must be a power of two) */
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@ -228,9 +233,8 @@ bool AFLCoverage::runOnModule(Module &M) {
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else
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#else
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if (ngram_size_str)
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FATAL(
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"Sorry, n-gram branch coverage is not supported with llvm version %s!",
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LLVM_VERSION_STRING);
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FATAL("Sorry, NGRAM branch coverage is not supported with llvm version %s!",
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LLVM_VERSION_STRING);
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#endif
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PrevLocSize = 1;
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@ -239,6 +243,9 @@ bool AFLCoverage::runOnModule(Module &M) {
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if (ngram_size) PrevLocTy = VectorType::get(IntLocTy, PrevLocVecSize);
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#endif
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if (ctx_str && ngram_size_str)
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FATAL("you must decide between NGRAM and CTX instrumentation");
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/* Get globals for the SHM region and the previous location. Note that
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__afl_prev_loc is thread-local. */
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@ -246,6 +253,17 @@ bool AFLCoverage::runOnModule(Module &M) {
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new GlobalVariable(M, PointerType::get(Int8Ty, 0), false,
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GlobalValue::ExternalLinkage, 0, "__afl_area_ptr");
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GlobalVariable *AFLPrevLoc;
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GlobalVariable *AFLContext;
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if (ctx_str)
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#ifdef __ANDROID__
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AFLContext = new GlobalVariable(
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M, Int32Ty, false, GlobalValue::ExternalLinkage, 0, "__afl_prev_ctx");
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#else
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AFLContext = new GlobalVariable(
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M, Int32Ty, false, GlobalValue::ExternalLinkage, 0, "__afl_prev_ctx", 0,
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GlobalVariable::GeneralDynamicTLSModel, 0, false);
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#endif
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#ifdef AFL_HAVE_VECTOR_INTRINSICS
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if (ngram_size)
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@ -291,14 +309,70 @@ bool AFLCoverage::runOnModule(Module &M) {
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ConstantInt *Zero = ConstantInt::get(Int8Ty, 0);
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ConstantInt *One = ConstantInt::get(Int8Ty, 1);
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LoadInst *PrevCtx; // CTX sensitive coverage
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/* Instrument all the things! */
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int inst_blocks = 0;
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for (auto &F : M) {
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if (debug)
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fprintf(stderr, "FUNCTION: %s (%zu)\n", F.getName().str().c_str(),
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F.size());
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if (isBlacklisted(&F)) continue;
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// AllocaInst *CallingContext = nullptr;
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if (ctx_str && F.size() > 1) { // Context sensitive coverage
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// load the context ID of the previous function and write to to a local
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// variable on the stack
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auto bb = &F.getEntryBlock();
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BasicBlock::iterator IP = bb->getFirstInsertionPt();
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IRBuilder<> IRB(&(*IP));
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PrevCtx = IRB.CreateLoad(AFLContext);
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PrevCtx->setMetadata(M.getMDKindID("nosanitize"), MDNode::get(C, None));
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// does the function have calls? and is any of the calls larger than one
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// basic block?
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int has_calls = 0;
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for (auto &BB : F) {
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if (has_calls) break;
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for (auto &IN : BB) {
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CallInst *callInst = nullptr;
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if ((callInst = dyn_cast<CallInst>(&IN))) {
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Function *Callee = callInst->getCalledFunction();
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if (!Callee || Callee->size() < 2)
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continue;
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else {
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has_calls = 1;
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break;
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}
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}
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}
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}
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// if yes we store a context ID for this function in the global var
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if (has_calls) {
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ConstantInt *NewCtx = ConstantInt::get(Int32Ty, AFL_R(MAP_SIZE));
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StoreInst * StoreCtx = IRB.CreateStore(NewCtx, AFLContext);
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StoreCtx->setMetadata(M.getMDKindID("nosanitize"),
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MDNode::get(C, None));
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}
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}
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for (auto &BB : F) {
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BasicBlock::iterator IP = BB.getFirstInsertionPt();
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@ -484,6 +558,9 @@ bool AFLCoverage::runOnModule(Module &M) {
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PrevLocTrans = IRB.CreateXorReduce(PrevLoc);
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else
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#endif
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if (ctx_str)
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PrevLocTrans = IRB.CreateZExt(IRB.CreateXor(PrevLoc, PrevCtx), Int32Ty);
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else
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PrevLocTrans = IRB.CreateZExt(PrevLoc, IRB.getInt32Ty());
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/* Load SHM pointer */
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@ -65,13 +65,16 @@ u8 *__afl_area_ptr = __afl_area_initial;
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#ifdef __ANDROID__
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PREV_LOC_T __afl_prev_loc[NGRAM_SIZE_MAX];
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u32 __afl_final_loc;
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u32 __afl_prev_ctx;
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u32 __afl_cmp_counter
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#else
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__thread PREV_LOC_T __afl_prev_loc[NGRAM_SIZE_MAX];
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__thread u32 __afl_final_loc;
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__thread u32 __afl_prev_ctx;
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__thread u32 __afl_cmp_counter;
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#endif
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struct cmp_map *__afl_cmp_map;
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__thread u32 __afl_cmp_counter;
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struct cmp_map *__afl_cmp_map;
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/* Running in persistent mode? */
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@ -57,7 +57,7 @@ char *afl_environment_variables[] = {
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"AFL_INST_LIBS", "AFL_INST_RATIO", "AFL_KEEP_TRACES", "AFL_KEEP_ASSEMBLY",
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"AFL_LD_HARD_FAIL", "AFL_LD_LIMIT_MB", "AFL_LD_NO_CALLOC_OVER",
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"AFL_LD_PRELOAD", "AFL_LD_VERBOSE", "AFL_LLVM_CMPLOG", "AFL_LLVM_INSTRIM",
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"AFL_LLVM_INSTRUMENT", "AFL_LLVM_INSTRIM_LOOPHEAD",
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"AFL_LLVM_CTX", "AFL_LLVM_INSTRUMENT", "AFL_LLVM_INSTRIM_LOOPHEAD",
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"AFL_LLVM_INSTRIM_SKIPSINGLEBLOCK", "AFL_LLVM_LAF_SPLIT_COMPARES",
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"AFL_LLVM_LAF_SPLIT_COMPARES_BITW", "AFL_LLVM_LAF_SPLIT_FLOATS",
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"AFL_LLVM_LAF_SPLIT_SWITCHES", "AFL_LLVM_LAF_TRANSFORM_COMPARES",
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