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flow_graph.cc
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// Copyright 2011-2024 Google LLC
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// https://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
#include "third_party/zynamics/binexport/flow_graph.h"
#include <algorithm>
#include <cstdint>
#include <iterator>
#include <ostream>
#include <stack>
#include <string>
#include <tuple>
#include <unordered_map>
#include <utility>
#include <vector>
#include "third_party/absl/container/flat_hash_set.h"
#include "third_party/absl/log/check.h"
#include "third_party/absl/log/log.h"
#include "third_party/absl/strings/str_cat.h"
#include "third_party/zynamics/binexport/call_graph.h"
#include "third_party/zynamics/binexport/function.h"
#include "third_party/zynamics/binexport/util/format.h"
using ::security::binexport::FormatAddress;
FlowGraph::~FlowGraph() {
for (auto function : functions_) {
delete function.second;
}
}
void FlowGraph::Render(std::ostream* stream,
const CallGraph& call_graph) const {
for (const auto& function : functions_) {
function.second->Render(stream, call_graph, *this);
*stream << std::endl;
}
}
void FlowGraph::AddEdge(const FlowGraphEdge& edge) { edges_.push_back(edge); }
const Function* FlowGraph::GetFunction(Address address) const {
Functions::const_iterator i = functions_.find(address);
return i != functions_.end() ? i->second : 0;
}
Function* FlowGraph::GetFunction(Address address) {
Functions::iterator i = functions_.find(address);
return i != functions_.end() ? i->second : 0;
}
void FlowGraph::MarkOrphanInstructions(Instructions* instructions) const {
// First: Mark all instructions as invalid.
for (auto& instruction : *instructions) {
instruction.SetFlag(FLAG_INVALID, true);
}
// Second: Mark instructions that are still being referenced as valid.
for (auto& function : functions_) {
for (auto* basic_block : function.second->GetBasicBlocks()) {
for (auto& instruction : *basic_block) {
if (instruction.GetMnemonic().empty()) {
LOG(WARNING) << absl::StrCat(
FormatAddress(instruction.GetAddress()),
" is reachable from function ",
FormatAddress(function.second->GetEntryPoint()), " basic block ",
FormatAddress(basic_block->GetEntryPoint()), " but invalid!");
continue;
}
instruction.SetFlag(FLAG_INVALID, false);
}
}
}
}
void FlowGraph::AddExpressionSubstitution(Address address, uint8_t operator_num,
int expression_id,
const std::string& substitution) {
substitutions_[std::make_tuple(address, operator_num, expression_id)] =
&*string_cache_.insert(substitution).first;
}
std::vector<Address> FlowGraph::FindBasicBlockBreaks(
detego::Instructions* instructions, CallGraph* call_graph,
NoReturnHeuristic noreturn_heuristic) {
// Find non-returning calls. We simply assume any call followed by an invalid
// instruction or a multi-byte padding (nop) instruction to be non-returning.
// For a rationale for the nop instruction, please refer to b/24084521.
// TODO(soerenme) Mark the target function as non-returning and use that
// information for all future calls to the function, even if those calls are
// not followed by an invalid or nop instruction. This is a bit dangerous, as
// it introduces an order dependency on the disassembly - do we already know
// the function is non-returning by the time we find a call to it or not?
for (auto call_instruction = instructions->begin();
call_instruction != instructions->end(); ++call_instruction) {
if (!call_instruction->HasFlag(FLAG_CALL)) {
continue;
}
int num_nop_bytes = 0;
auto last_nop = instructions->end();
for (auto instruction = GetNextInstruction(instructions, call_instruction);
instruction != instructions->end();
instruction = GetNextInstruction(instructions, instruction)) {
if (instruction->HasFlag(FLAG_INVALID)) {
call_instruction->SetFlag(FLAG_FLOW, false);
break;
}
if (!instruction->HasFlag(FLAG_NOP)) {
break;
}
num_nop_bytes += instruction->GetSize();
last_nop = instruction;
}
if (noreturn_heuristic == NoReturnHeuristic::kNopsAfterCall &&
num_nop_bytes > 1) {
// A single byte nop may or may not indicate a non-returning call.
// http://reverseengineering.stackexchange.com/questions/8030/purpose-of-nop-immediately-after-call-instruction
call_instruction->SetFlag(FLAG_FLOW, false);
// If the last nop flows into an instruction with an in-degree of 1 it is
// the only incoming code flow and a function should be created.
auto potential_entry_point = GetNextInstruction(instructions, last_nop);
if (potential_entry_point->GetInDegree() == 1) {
call_graph->AddFunction(potential_entry_point->GetAddress());
}
}
}
// Addresses where a basic block break should occur.
std::vector<Address> basic_block_breaks;
// Find resynchronization points. Typically there should only ever be one
// incoming code flow per instruction. Except when we have overlapping
// instructions. A synchronization point is when two such sequences of
// overlapping instructions eventually align again and merge into a single
// instruction stream. We track only 32 bytes to keep the map small and
// because x86 instructions cannot be larger than that (and presumably no
// other instruction set either).
// Since we do this globally without having functions we could end up with
// basic block breaks that are not warranted by any of the functions in the
// final disassembly. This is unfortunate, but not dangerous, as the
// disassembly is still correct, just with spurious edges.
// Note: we cannot use [flat, node]_hash_map here since we repeatedly iterate
// over a map from which (possibly) a lot of elements have been erased.
// This has a complexity of O(num_elements) for unordered_map, but has
// O(num_deleted_elements + num_elements) complexity for the other maps.
// TODO(jannewger): performance of the algorithm below is non-ideal and should
// be improved.
std::unordered_map<Address, int> incoming_code_flows;
for (const auto& instruction : *instructions) {
const Address address = instruction.GetAddress();
const Address flow_address = instruction.GetNextInstruction();
for (auto it = incoming_code_flows.begin(), end = incoming_code_flows.end();
it != end;) {
if (it->second > 1) {
// More than one incoming code flow to this instruction -> the preceding
// instructions must have been overlapping.
basic_block_breaks.emplace_back(it->first);
} else if (it->first + 32 > address) {
// We are still within a 32 bytes trailing window of the current
// instruction, thus we keep the instruction in the map as it could
// potentially still overlap.
break;
}
it = incoming_code_flows.erase(it);
}
if (instruction.IsFlow()) {
++incoming_code_flows[flow_address];
}
}
// If we've had overlapping code in the final bytes of the executable the
// above loop will miss it. So we deal with those trailing bytes here.
for (const auto incoming_code_flow : incoming_code_flows) {
if (incoming_code_flow.second > 1) {
basic_block_breaks.emplace_back(incoming_code_flow.first);
}
}
// Find branch targets.
for (const auto& edge : edges_) {
basic_block_breaks.emplace_back(edge.target);
}
// Find call targets (function entry points).
for (Address entry_point : call_graph->GetFunctions()) {
basic_block_breaks.emplace_back(entry_point);
}
// Make basic block breaks unique and sort them.
std::sort(basic_block_breaks.begin(), basic_block_breaks.end());
basic_block_breaks.erase(
std::unique(basic_block_breaks.begin(), basic_block_breaks.end()),
basic_block_breaks.end());
return basic_block_breaks;
}
void FlowGraph::CreateBasicBlocks(Instructions* instructions,
CallGraph* call_graph,
NoReturnHeuristic noreturn_heuristic) {
// Sort edges by source address.
std::sort(edges_.begin(), edges_.end());
call_graph->SortEdges();
// If we split basic blocks we add new synthetic (unconditional) edges. These
// will be added here.
Edges new_edges;
const auto basic_block_breaks =
FindBasicBlockBreaks(instructions, call_graph, noreturn_heuristic);
// Reset instruction visited flag. Every instruction should belong to exactly
// one basic block, we use the flag to keep track of this constraint.
for (auto& instruction : *instructions) {
instruction.SetFlag(FLAG_VISITED, false);
}
absl::flat_hash_set<Address> invalid_functions;
// Start with every known function entry point address and follow flow from
// there. Create new functions and add basic blocks and edges to them.
for (Address entry_point : call_graph->GetFunctions()) {
if (GetInstruction(instructions, entry_point) == instructions->end()) {
continue; // Skip invalid/imported functions.
}
std::stack<Address> address_stack;
address_stack.push(entry_point);
const int initial_edge_number = new_edges.size();
int current_bb_number = 0;
int number_of_instructions = 0;
// Keep track of basic blocks already added to this function.
absl::flat_hash_set<Address> function_basic_blocks;
while (!address_stack.empty()) {
Address address = address_stack.top();
address_stack.pop();
Instructions::iterator instruction =
GetInstruction(instructions, address);
if (instruction == instructions->end()) {
continue;
}
CHECK(instruction->GetAddress() == address);
if (!function_basic_blocks.insert(address).second) {
// We've already dealt with this basic block.
continue;
}
BasicBlock* basic_block = BasicBlock::Find(address);
if (basic_block == nullptr) {
// We need to create a new basic block.
BasicBlockInstructions basic_block_instructions;
int bb_instr_cnt = 0;
bool bb_skip = false;
do {
if (++bb_instr_cnt > kMaxFunctionInstructions) {
bb_skip = true;
break;
}
CHECK(!instruction->HasFlag(FLAG_VISITED));
instruction->SetFlag(FLAG_VISITED, true);
basic_block_instructions.AddInstruction(instruction);
instruction = GetNextInstruction(instructions, instruction);
} while (instruction != instructions->end() &&
!std::binary_search(basic_block_breaks.begin(),
basic_block_breaks.end(),
instruction->GetAddress()));
basic_block = BasicBlock::Create(&basic_block_instructions);
number_of_instructions += bb_instr_cnt;
if (bb_skip) {
LOG(WARNING) << absl::StrCat("Skipping enormous basic block: ",
FormatAddress(address));
continue;
}
} else {
number_of_instructions += basic_block->GetInstructionCount();
}
CHECK(basic_block != nullptr);
++current_bb_number;
// Erases all new_edges for the current entry point (to save some memory)
// and add entry point to the list of invalid functions, which is
// processed later (after all entry points). This step saves memory and
// cpu, because it skips generating results which otherwise would be
// discarded by the FlowGraph::FinalizeFunctions
if ((current_bb_number > kMaxFunctionEarlyBasicBlocks) ||
(number_of_instructions > kMaxFunctionInstructions)) {
if (initial_edge_number < new_edges.size()) {
new_edges.erase(new_edges.begin() + initial_edge_number,
new_edges.end());
}
invalid_functions.insert(entry_point);
break;
}
// Three possibilities:
// - the basic block ends in a non-code flow instruction
// - the basic block ends in a branch instruction
// - the basic block ends before a basic_block_breaks instruction
CHECK(basic_block != nullptr);
address = basic_block->GetLastAddress();
instruction = GetInstruction(instructions, address);
CHECK(instruction != instructions->end());
auto edge =
std::lower_bound(edges_.begin(), edges_.end(), address,
[](const FlowGraphEdge& edge, Address address) {
return edge.source < address;
});
if (edge != edges_.end() && edge->source == address) {
// A branch instruction.
for (; edge != edges_.end() && edge->source == address; ++edge) {
address_stack.push(edge->target);
}
} else if (instruction->IsFlow()) {
// We must have hit a basic_block_breaks instruction. Add a synthetic
// unconditional branch edge to the next instruction.
const Address next_address = instruction->GetNextInstruction();
address_stack.push(next_address);
new_edges.emplace_back(address, next_address,
FlowGraphEdge::TYPE_UNCONDITIONAL);
}
}
}
if (!invalid_functions.empty()) {
LOG(INFO) << "Early erase of " << invalid_functions.size()
<< " invalid functions.";
// Drops all entry-basic-blocks for "invalid" functions, we keep entry
// points in the call_graph->functions_, so later
// FlowGraph::FinalizeFunctions can add "dummy" function entries for call
// targets which might be wrong, but we can't really tell at this moment.
// Such invalid call targets will be marked as imported functions in the
// output binexport.
for (const Address& addr : invalid_functions) {
BasicBlock::blocks().erase(addr);
}
// Removes all edges that go from/to the invalid_functions. This step might
// be not necessary, but it reduces amount of data which would be processed
// later.
edges_.erase(
std::remove_if(edges_.begin(), edges_.end(),
[&invalid_functions](const FlowGraphEdge& edge) {
return (invalid_functions.find(edge.source) !=
invalid_functions.end()) ||
(invalid_functions.find(edge.target) !=
invalid_functions.end());
}),
edges_.end());
}
// Add the new synthetic edges.
edges_.insert(edges_.end(), new_edges.begin(), new_edges.end());
std::sort(edges_.begin(), edges_.end());
}
void FlowGraph::MergeBasicBlocks(const CallGraph& call_graph) {
// At this point we have created basic blocks but have not yet added edges to
// the functions. We perform basic block merging first before finally creating
// functions.
auto delete_edge = [this, &call_graph](const FlowGraphEdge& edge) {
if (edge.type != FlowGraphEdge::TYPE_UNCONDITIONAL) {
// Only unconditional edges can potentially lead to a
// merge.
return false;
}
BasicBlock* target_basic_block = BasicBlock::Find(edge.target);
if (!target_basic_block) {
DLOG(INFO) << absl::StrCat("No target basic block for edge ",
FormatAddress(edge.source), " -> ",
FormatAddress(edge.target));
return true;
}
if (target_basic_block->begin()->GetInDegree() != 1) {
// We have more than a single in edge => do not delete.
return false;
}
if (call_graph.GetFunctions().count(target_basic_block->GetEntryPoint())) {
// Target basic block is a function entry point => do not delete.
return false;
}
BasicBlock* source_basic_block = BasicBlock::FindContaining(edge.source);
if (!source_basic_block) {
LOG(INFO) << absl::StrCat("No source basic block for edge ",
FormatAddress(edge.source), " -> ",
FormatAddress(edge.target));
return true;
}
CHECK(source_basic_block->GetLastAddress() == edge.source);
if (source_basic_block == target_basic_block) {
// This is a self loop edge => do not delete.
return false;
}
auto edges = std::equal_range(
edges_.begin(), edges_.end(), edge,
[](const FlowGraphEdge& one, const FlowGraphEdge& two) {
// Consider edges to be equivalent based on their source address only.
return one.source < two.source;
});
if (std::distance(edges.first, edges.second) > 1) {
// There is more than one edge originating at the source address. Do not
// merge. While this will typically not happen for unconditional edges it
// will for synthetic try/catch block edges. First introduced for the DEX
// disassembler in cl/100567062.
CHECK(edge.source == edges.first->source);
return false;
}
source_basic_block->AppendBlock(*target_basic_block);
BasicBlock::blocks().erase(target_basic_block->GetEntryPoint());
return true;
};
// Delete all edges that connect merged basic blocks.
edges_.erase(std::remove_if(edges_.begin(), edges_.end(), delete_edge),
edges_.end());
}
void FlowGraph::FinalizeFunctions(CallGraph* call_graph) {
// We now have a global "soup" of basic blocks and edges. Next we need to
// follow flow from every function entry point and collect a list of basic
// blocks and edges per function. While doing so we also link the new function
// into the call graph.
for (Address entry_point : call_graph->GetFunctions()) {
std::stack<Address> address_stack;
address_stack.push(entry_point);
auto function = std::make_unique<Function>(entry_point);
size_t num_instructions = 0;
// Keep track of basic blocks and edges already added to this function.
absl::flat_hash_set<Address> function_basic_blocks;
// TODO(cblichmann): Encountering the same basic block multiple times during
// traversal is expected and ok. Encountering the same
// edge is not. This is just inefficient - why did we add
// it twice in the first place? Only the ARM disassembler
// produces redundant edges atm.
absl::flat_hash_set<FlowGraphEdge, FlowGraphEdgeHash> done_edges;
while (!address_stack.empty()) {
Address address = address_stack.top();
address_stack.pop();
if (!function_basic_blocks.insert(address).second) {
continue; // Already added to the function.
}
if (function_basic_blocks.size() >= kMaxFunctionBasicBlocks ||
function->GetEdges().size() >= kMaxFunctionEdges ||
num_instructions >= kMaxFunctionInstructions) {
break;
}
BasicBlock* basic_block = BasicBlock::Find(address);
if (!basic_block) {
// A function without a body (imported/invalid).
continue;
}
function->AddBasicBlock(basic_block);
num_instructions += basic_block->GetInstructionCount();
const auto source_address = basic_block->GetLastAddress();
auto edge =
std::lower_bound(edges_.begin(), edges_.end(), source_address,
[](const FlowGraphEdge& edge, Address address) {
return edge.source < address;
});
uint64_t dropped_edges = 0;
for (; edge != edges_.end() && edge->source == source_address; ++edge) {
if (!BasicBlock::Find(edge->target)) {
DLOG(INFO) << absl::StrCat("Dropping edge ",
FormatAddress(edge->source), " -> ",
FormatAddress(edge->target),
" because the target address is invalid.");
++dropped_edges;
continue;
}
if (done_edges.insert(*edge).second) {
function->AddEdge(*edge);
address_stack.push(edge->target);
}
}
LOG_IF(INFO, dropped_edges > 0) << absl::StrCat(
"Dropped ", dropped_edges,
" edges because the target address is invalid (current basic block ",
FormatAddress(address), ").");
}
if (function_basic_blocks.size() >= kMaxFunctionBasicBlocks ||
function->GetEdges().size() >= kMaxFunctionEdges ||
num_instructions >= kMaxFunctionInstructions) {
DLOG(INFO) << absl::StrCat(
"Discarding excessively large function ", FormatAddress(entry_point),
": ", function_basic_blocks.size(), " basic blocks, ",
function->GetEdges().size(), " edges, ", num_instructions,
" instructions (Limit is ", kMaxFunctionBasicBlocks, ", ",
kMaxFunctionEdges, ", ", kMaxFunctionInstructions, ")");
function->Clear();
// https://github.com/google/binexport/issues/90
function->SetType(Function::TYPE_INVALID);
}
for (const auto* basic_block : function->GetBasicBlocks()) {
// Iterate the basic block and add edges to the call graph for every
// call instruction. The call graph already knows about source and
// target address, but is not linked to functions yet.
const auto& call_edges = call_graph->GetEdges();
for (const auto& instruction : *basic_block) {
if (instruction.HasFlag(FLAG_CALL)) {
auto edge = std::lower_bound(
call_edges.begin(), call_edges.end(), instruction.GetAddress(),
[](const EdgeInfo& edge, Address address) {
return edge.source_ < address;
});
for (; edge != call_edges.end() &&
edge->source_ == instruction.GetAddress();
++edge) {
call_graph->ScheduleEdgeAdd(function.get(), edge->source_,
edge->target_);
}
}
}
}
function->SortGraph();
functions_.insert(std::make_pair(entry_point, function.release()));
}
// We don't need them any longer (functions store their own copy).
Edges().swap(edges_);
call_graph->CommitEdges(); // Clear temporary edges.
}
void FlowGraph::ReconstructFunctions(Instructions* instructions,
CallGraph* call_graph,
NoReturnHeuristic noreturn_heuristic) {
CreateBasicBlocks(instructions, call_graph, noreturn_heuristic);
MergeBasicBlocks(*call_graph);
FinalizeFunctions(call_graph);
}
void FlowGraph::PruneFlowGraphEdges() {
// Stupid post processing step but IDA sometimes produces broken edges
// (pointing nowhere) if it incorrectly disassembled a data section.
for (auto kv : functions_) {
kv.second->FixEdges();
}
}