Reopt Testing

reopt

Reopt is a general purpose decompilation and recompilation tool for repurposing application logic. It does this by analyzing machine code to recover a more flexible program representation -- specifically the LLVM assembly language. Once in this format, one can then apply optimization tools to optimize the LLVM, recompile the application into optimized or security hardened object code, and use Reopt to merge the recompiled code back into the original executable.

Reopt supports Linux x86_64 programs. We are working towards a full 1.0 release, but the current pre-release version supports the end-to-end recompilation toolchain.

Getting Reopt

Although Reopt can build on other POSIX systems such as OSX, we recommend building Reopt to run on Linux. Reopt currently only supports Elf binaries which are the default binary format for Linux. It does not support OSX Macho binaries, and so it is easier to find applications to try Reopt on when running Linux.

Gitpod

For most people, the easiest way to try out Reopt is to try it out on Gitpod. This requires an account on Gitpod, but gives you access to a VSCode IDE connected to a Linux container with Reopt pre-installed.

Github Releases

If you have Linux installed, you can download one of our recent releases from the Releases page. We build releases as static binaries on Centos 7, so they should work on a variety of distributions.

Docker

If you have Docker installed, you can install and run the Reopt pre-release Docker image by running:

docker pull galoisbinaryanalysis/reopt
docker run --rm -it galoisbinaryanalysis/reopt

Building from source

Building Reopt requires that one has installed the GHC Haskell compiler and supporting tooling. We currently build on GHC 8.10.4. An easy way to get GHC is to install ghcup, and run ghcup install ghc-8.10.4. We also maintain a Docker image that has GHC and other dependencies preinstalled for building Reopt.

Once GHC is installed, the following steps may be useful for building Reopt:

git clone https://github.com/GaloisInc/reopt.git

cd reopt
# Fix submodule URLs (can skip if you have a Github account)
sed -i 's/[email protected]:/https:\/\/github.com\//' .gitmodules
git submodule update --init
# Build Reopt
cabal install exe:reopt
# Build Reopt Explore
cabal install exe:reopt-explore

Reopt and Reopt Explore will be installed at $HOME/.cabal/bin/reopt $HOME/.cabal/bin/reopt-explore.

Reopt's verification condition generator (reopt-vcg) is included in the aforementioned Github release and Docker image, however the source is currently maintained in a separate repository with it's own build instructions and requirements.

Using Reopt

Once reopt is installed on a Linux system and included in your path, you can try running it on system utilities such as ls. To do an end-to-end recompilation, you can run reopt with the command.

$ reopt -o ls.exe $(which ls)

This execution will use the version of ls in your system path and produce an executable ls.exe in the current directory. When running reopt will print out messages as it discovers functions within the application and attempts to convert each discovered function into LLVM.

Inspecting intermediate state

During recompilation, Reopt has to do a complex series of analysis steps to lift the machine code into LLVM. Each of these analysis steps is incomplete and may fail either due to Reopt not recognizing features in the binary or an error in our prerelease version of Reopt. As such, do not be alarmed when Reopt fails to translate functions.

If you'd like to inspect Reopt's intermediate state, there are several command line flags to export intermediate results. We describe the main flags for exporting intermediate state below. Additional options can be viewed by running reopt --help.

Disassembly. reopt --disassemble <binary> provides a raw disassembler output view of the code in the binary. This is similiar to objdump's disassembly output.
Control flow graph construction. reopt --cfg <binary> displays the low level control flow graphs that Reopt has constructed for each discovered function within the binary. This is a low-level IR that maintains machine code's explicit stack and register references, but lifts the machine code instructions into a more architectural neutral register transfer language.
Function Recovery reopt --export-fns <path> <binary> writes the functions that Reopt has generated after performing stack and function argument analysis. This is a higher-level IR in which explicit references to the stack have been replaced with allocations, and functions take arguments.
LLVM Generation reopt --export-llvm <path> <binary> generates LLVM from the binary. This is essentially a version of function recovery rendered in LLVM's format. Providing the --annotations <ann_file> flag during LLVM generation will cause reopt to additionally emit JSON in <ann_file> describing verification conditions which (if valid) demonstrate functional equivalence between the generated LLVM and machine code. Running reopt-vcg <ann_file> will simulate the executation of the LLVM and machine code, block-by-block, leveraging an SMT solver (cvc4) to verify as many of the conditions as possible.
Object Files reopt --export-object <path> <binary> generates an object file from the LLVM generated in the previous state. This is essentially the same as generating the LLVM, and then running the LLVM compiler toolchain with the selected options.

Function arguments

One common reason Reopt fails is because it cannot figure out the arguments that a function can take. We have four mechanisms for obtaining function arguments: (1) User provided hints; (2) a small builtin database; (3) debug information; and (4) a demand analysis that looks at what registers are used to infer arguments. These mechanisms are listed in priority order, although we note that the builtin database is currently the only mechanism for supporting functions that take a variable number of arguments like printf.

If you'd like to provide hints to Reopt, the recommended way is write a C header file with the arguments, such as:

// decls.h


typedef long ssize_t;
typedef unsigned long size_t;

ssize_t read(int fd, void* buf, size_t count);
ssize_t write(int fd, const void* buf, size_t count);

You can then use this file to tell Reopt about the expected types for read and write via the --header flag, e.g.,

reopt -o ls.exe --header decls.h $(which ls)

Using `OCCAM` for additional optimizations

reopt can leverage the OCCAM whole-program partial evaluator for LLVM bitcode to further optimize binaries (assuming a user has already installed and made available both OCCAM and its accompanying interface slash).

This feature can be enabled by passing the --occam-config=FILE option to reopt, where FILE is the reopt/OCCAM manifest. The manifest should essentially a valid OCCAM manifest file (i.e., a file with JSON entries) with the following (optional) additional field:

slash_options: a list of command line option flags for OCCAM's slash tool,

and excluding the following fields (reopt will populate these appropriately):

binary
name

The main field should specify the desired name of the bitcode file that will be generated for OCCAM to process, and the OCCAM optimized result will share the name with an added .occam suffix.

N.B., when passing flags to customize OCCAM/slash behavior, be aware that reopt passes the -c and -emit-llvm flags via the ldflags manifest entry so OCCAM skips recompiling and acts only as an LLVM to LLVM translator.

Using Reopt Explore

With reopt-explore installed we can gather statistics regarding reopt's ability to recover functions in an individual or collection of binaries.

To examine a single binary, simply call reopt-explore with the a path to the binary:

$ reopt-explore llvm $(which ls)
...
/usr/bin/ls
  Initialization:
    Code segment: 112,004 bytes
    Initial entry points: 234
    Warnings: 0
  Discovery:
    Bytes discovered: 59,502 (53%)
    Succeeded: 216 (92%)
    Failed: 18 (8%)
      Unhandled instruction: 1 (0%)
      Unidentified control flow: 17 (7%)
  Argument Analysis:
    Succeeded: 123 (57%)
    Failed: 93 (43%)
    Header Warnings: 0
    DWARF Warnings: 0
    Code Warnings: 112
  Invariant Inference:
    Succeeded: 92 (75%)
    Failed: 31 (25%)
      Indirect call target: 1 (1%)
      Unresolved call target arguments: 30 (24%)
  Recovery:
    Succeeded: 81 (88%)
    Failed: 11 (12%)
      Unsupported function value: 8 (9%)
      Unimplemented LLVM backend feature: 3 (3%)
  LLVM generation status: Succeeded.

To recursively search a directory for binaries and examine each, call reopt-explore with the path to the directory to search:

$ reopt-explore llvm /usr/bin
...
reopt analyzed 394 binaries:
Generated LLVM bitcode for 394 out of 394 binaries.
Initialization:
  Code segment: 42,933,178 bytes
  Initial entry points: 79776
  Warnings: 0
Discovery:
  Bytes discovered: 23,025,164 (54%)
  Succeeded: 64,494 (81%)
  Failed: 15,500 (19%)
    Unhandled instruction: 425 (1%)
    Unidentified control flow: 15,075 (19%)
Argument Analysis:
  Succeeded: 40,429 (63%)
  Failed: 24,065 (37%)
  Header Warnings: 0
  DWARF Warnings: 0
  Code Warnings: 38,681
Invariant Inference:
  Succeeded: 30,221 (75%)
  Failed: 10,208 (25%)
    Symbolic call stack height: 1 (0%)
    Unresolved stack read: 13 (0%)
    Indirect call target: 526 (1%)
    Call target not function entry point: 41 (0%)
    Unresolved call target arguments: 9,614 (24%)
    Could not resolve varargs args: 13 (0%)
Recovery:
  Succeeded: 21,952 (73%)
  Failed: 8,269 (27%)
    Unsupported function value: 2,425 (8%)
    Unimplemented feature: 6 (0%)
    Unimplemented LLVM backend feature: 4,762 (16%)
    Stack offset escape: 83 (0%)
    Stack read overlapping offset: 1 (0%)
    Unresolved return value: 8 (0%)
    Missing variable value: 984 (3%)

Improving recovery with debug information

reopt and reopt-explore will try to determine if any debug information is available for dynamic dependencies by querying gdb (if it is installed).

Users can also manually specify dependency and debug directories to search in manually for both reopt and reopt-explore via the following flags:

--lib-dir=PATH              Additional location to search for dynamic
                            dependencies.
--debug-dir=PATH            Additional location to search for dynamic
                            dependencies' debug info.

Contributing

The project has been contributed to by many authors over many years without much coordination on code style and library usage. For our currently-maintained sub-projects, we favor the following, without enforcing them aggressively (i.e. you may still find instances where those are not used):

We use the fourmolu code formatter, informed by the fourmolu.yaml present in the root directory.
We are trying to move to optparse-applicative for CLI argument parsing (though there remain some instances of cmdargs for executables we are not actively maintaining).
We use prettyprinter for pretty-printing.
We tend to use labeled generic lenses for accessing complex data types in read/write. We still have a mixed use of named- and symbol-based lens operators.
We do not yet have a very nice logging story. Currently, the code outputs to stdout/stderr as it deems necessary, but we ought to use a more principled logging discipline.

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galoisinc / reopt Goto Github PK

reopt's Introduction

reopt

Getting Reopt

Gitpod

Github Releases

Docker

Building from source

Using Reopt

Inspecting intermediate state

Function arguments

Using OCCAM for additional optimizations

Using Reopt Explore

Improving recovery with debug information

Contributing

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Using `OCCAM` for additional optimizations