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mr-tz authored Aug 20, 2024
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37 changes: 33 additions & 4 deletions CHANGELOG.md
Original file line number Diff line number Diff line change
Expand Up @@ -4,10 +4,40 @@

### New Features

### Breaking Changes

### New Rules (0)

-

### Bug Fixes

### capa explorer IDA Pro plugin

### Development

### Raw diffs
- [capa v7.2.0...master](https://github.com/mandiant/capa/compare/v7.2.0...master)
- [capa-rules v7.2.0...master](https://github.com/mandiant/capa-rules/compare/v7.2.0...master)

### v7.2.0
capa v7.2.0 introduces a first version of capa explorer web: a web-based user interface to inspect capa results using your browser. Users can inspect capa result JSON documents in an online web instance or a standalone HTML page for offline usage. capa explorer supports interactive exploring of capa results to make it easier to understand them. Users can filter, sort, and see the details of all identified capabilities. capa explorer web was worked on by @s-ff as part of a [GSoC project](https://summerofcode.withgoogle.com/programs/2024/projects/cR3hjbsq), and it is available at https://mandiant.github.io/capa/explorer/#/.

This release also adds a feature extractor for output from the DRAKVUF sandbox. Now, analysts can pass the resulting `drakmon.log` file to capa and extract capabilities from the artifacts captured by the sandbox. This feature extractor will also be added to the DRAKVUF sandbox as a post-processing script, and it was worked on by @yelhamer as part of a [GSoC project](https://summerofcode.withgoogle.com/programs/2024/projects/fCnBGuEC).

Additionally, we fixed several bugs handling ELF files, and added the ability to filter capa analysis by functions or processes. We also added support to the IDA Pro extractor to leverage analyst recovered API names.

Special thanks to our repeat and new contributors:
* @lakshayletsgo for their first contribution in https://github.com/mandiant/capa/pull/2248
* @msm-cert for their first contribution in https://github.com/mandiant/capa/pull/2143
* @VascoSch92 for their first contribution in https://github.com/mandiant/capa/pull/2143

### New Features

- webui: explore capa analysis results in a web-based UI online and offline #2224 @s-ff
- support analyzing DRAKVUF traces #2143 @yelhamer
- IDA extractor: extract names from dynamically resolved APIs stored in renamed global variables #2201 @Ana06

- cli: add the ability to select which specific functions or processes to analyze @yelhamer

### Breaking Changes

Expand All @@ -18,7 +48,6 @@
- communication/socket/attach-bpf-to-socket-on-linux [email protected]
- anti-analysis/anti-av/overwrite-dll-text-section-to-remove-hooks [email protected]
- nursery/delete-file-on-linux [email protected]
-

### Bug Fixes

Expand All @@ -34,8 +63,8 @@
- CI: update build.yml workflow to exclude web and documentation files #2270 @s-ff

### Raw diffs
- [capa v7.1.0...master](https://github.com/mandiant/capa/compare/v7.1.0...master)
- [capa-rules v7.1.0...master](https://github.com/mandiant/capa-rules/compare/v7.1.0...master)
- [capa v7.1.0...7.2.0](https://github.com/mandiant/capa/compare/v7.1.0...7.2.0)
- [capa-rules v7.1.0...7.2.0](https://github.com/mandiant/capa-rules/compare/v7.1.0...7.2.0)

## v7.1.0
The v7.1.0 release brings large performance improvements to capa's rule matching engine.
Expand Down
12 changes: 12 additions & 0 deletions capa/exceptions.py
Original file line number Diff line number Diff line change
Expand Up @@ -23,3 +23,15 @@ class UnsupportedOSError(ValueError):

class EmptyReportError(ValueError):
pass


class InvalidArgument(ValueError):
pass


class NonExistantFunctionError(ValueError):
pass


class NonExistantProcessError(ValueError):
pass
36 changes: 35 additions & 1 deletion capa/features/extractors/base_extractor.py
Original file line number Diff line number Diff line change
Expand Up @@ -9,7 +9,9 @@
import abc
import hashlib
import dataclasses
from typing import Any, Dict, Tuple, Union, Iterator
from copy import copy
from types import MethodType
from typing import Any, Set, Dict, Tuple, Union, Iterator
from dataclasses import dataclass

# TODO(williballenthin): use typing.TypeAlias directly when Python 3.9 is deprecated
Expand Down Expand Up @@ -296,6 +298,22 @@ def extract_insn_features(
raise NotImplementedError()


def FunctionFilter(extractor: StaticFeatureExtractor, functions: Set) -> StaticFeatureExtractor:
original_get_functions = extractor.get_functions

def filtered_get_functions(self):
yield from (f for f in original_get_functions() if f.address in functions)

# we make a copy of the original extractor object and then update its get_functions() method with the decorated filter one.
# this is in order to preserve the original extractor object's get_functions() method, in case it is used elsewhere in the code.
# an example where this is important is in our testfiles where we may use the same extractor object with different tests,
# with some of these tests needing to install a functions filter on the extractor object.
new_extractor = copy(extractor)
new_extractor.get_functions = MethodType(filtered_get_functions, extractor) # type: ignore

return new_extractor


@dataclass
class ProcessHandle:
"""
Expand Down Expand Up @@ -467,4 +485,20 @@ def get_call_name(self, ph: ProcessHandle, th: ThreadHandle, ch: CallHandle) ->
raise NotImplementedError()


def ProcessFilter(extractor: DynamicFeatureExtractor, processes: Set) -> DynamicFeatureExtractor:
original_get_processes = extractor.get_processes

def filtered_get_processes(self):
yield from (f for f in original_get_processes() if f.address.pid in processes)

# we make a copy of the original extractor object and then update its get_processes() method with the decorated filter one.
# this is in order to preserve the original extractor object's get_processes() method, in case it is used elsewhere in the code.
# an example where this is important is in our testfiles where we may use the same extractor object with different tests,
# with some of these tests needing to install a processes filter on the extractor object.
new_extractor = copy(extractor)
new_extractor.get_processes = MethodType(filtered_get_processes, extractor) # type: ignore

return new_extractor


FeatureExtractor: TypeAlias = Union[StaticFeatureExtractor, DynamicFeatureExtractor]
87 changes: 83 additions & 4 deletions capa/main.py
Original file line number Diff line number Diff line change
Expand Up @@ -17,7 +17,7 @@
import textwrap
import contextlib
from types import TracebackType
from typing import Any, Dict, List, Optional
from typing import Any, Set, Dict, List, Optional, TypedDict
from pathlib import Path

import colorama
Expand Down Expand Up @@ -62,6 +62,7 @@
log_unsupported_drakvuf_report_error,
)
from capa.exceptions import (
InvalidArgument,
EmptyReportError,
UnsupportedOSError,
UnsupportedArchError,
Expand All @@ -83,9 +84,17 @@
FORMAT_FREEZE,
FORMAT_RESULT,
FORMAT_DRAKVUF,
STATIC_FORMATS,
DYNAMIC_FORMATS,
)
from capa.capabilities.common import find_capabilities, has_file_limitation, find_file_capabilities
from capa.features.extractors.base_extractor import FeatureExtractor, StaticFeatureExtractor, DynamicFeatureExtractor
from capa.features.extractors.base_extractor import (
ProcessFilter,
FunctionFilter,
FeatureExtractor,
StaticFeatureExtractor,
DynamicFeatureExtractor,
)

RULES_PATH_DEFAULT_STRING = "(embedded rules)"
SIGNATURES_PATH_DEFAULT_STRING = "(embedded signatures)"
Expand All @@ -106,10 +115,17 @@
E_MISSING_CAPE_DYNAMIC_ANALYSIS = 22
E_EMPTY_REPORT = 23
E_UNSUPPORTED_GHIDRA_EXECUTION_MODE = 24
E_INVALID_INPUT_FORMAT = 25
E_INVALID_FEATURE_EXTRACTOR = 26

logger = logging.getLogger("capa")


class FilterConfig(TypedDict, total=False):
processes: Set[int]
functions: Set[int]


@contextlib.contextmanager
def timing(msg: str):
t0 = time.time()
Expand Down Expand Up @@ -276,6 +292,22 @@ def install_common_args(parser, wanted=None):
help=f"select backend, {backend_help}",
)

if "restrict-to-functions" in wanted:
parser.add_argument(
"--restrict-to-functions",
type=lambda s: s.replace(" ", "").split(","),
default=[],
help="provide a list of comma-separated function virtual addresses to analyze (static analysis).",
)

if "restrict-to-processes" in wanted:
parser.add_argument(
"--restrict-to-processes",
type=lambda s: s.replace(" ", "").split(","),
default=[],
help="provide a list of comma-separated process IDs to analyze (dynamic analysis).",
)

if "os" in wanted:
oses = [
(OS_AUTO, "detect OS automatically - default"),
Expand Down Expand Up @@ -749,9 +781,10 @@ def get_extractor_from_cli(args, input_format: str, backend: str) -> FeatureExtr

os_ = get_os_from_cli(args, backend)
sample_path = get_sample_path_from_cli(args, backend)
extractor_filters = get_extractor_filters_from_cli(args, input_format)

try:
return capa.loader.get_extractor(
extractor = capa.loader.get_extractor(
args.input_file,
input_format,
os_,
Expand All @@ -761,6 +794,7 @@ def get_extractor_from_cli(args, input_format: str, backend: str) -> FeatureExtr
disable_progress=args.quiet or args.debug,
sample_path=sample_path,
)
return apply_extractor_filters(extractor, extractor_filters)
except UnsupportedFormatError as e:
if input_format == FORMAT_CAPE:
log_unsupported_cape_report_error(str(e))
Expand All @@ -780,6 +814,38 @@ def get_extractor_from_cli(args, input_format: str, backend: str) -> FeatureExtr
raise ShouldExitError(E_CORRUPT_FILE) from e


def get_extractor_filters_from_cli(args, input_format) -> FilterConfig:
if not hasattr(args, "restrict_to_processes") and not hasattr(args, "restrict_to_functions"):
# no processes or function filters were installed in the args
return {}

if input_format in STATIC_FORMATS:
if args.restrict_to_processes:
raise InvalidArgument("Cannot filter processes with static analysis.")
return {"functions": {int(addr, 0) for addr in args.restrict_to_functions}}
elif input_format in DYNAMIC_FORMATS:
if args.restrict_to_functions:
raise InvalidArgument("Cannot filter functions with dynamic analysis.")
return {"processes": {int(pid, 0) for pid in args.restrict_to_processes}}
else:
raise ShouldExitError(E_INVALID_INPUT_FORMAT)


def apply_extractor_filters(extractor: FeatureExtractor, extractor_filters: FilterConfig):
if not any(extractor_filters.values()):
return extractor

# if the user specified extractor filters, then apply them here
if isinstance(extractor, StaticFeatureExtractor):
assert extractor_filters["functions"]
return FunctionFilter(extractor, extractor_filters["functions"])
elif isinstance(extractor, DynamicFeatureExtractor):
assert extractor_filters["processes"]
return ProcessFilter(extractor, extractor_filters["processes"])
else:
raise ShouldExitError(E_INVALID_FEATURE_EXTRACTOR)


def main(argv: Optional[List[str]] = None):
if sys.version_info < (3, 8):
raise UnsupportedRuntimeError("This version of capa can only be used with Python 3.8+")
Expand Down Expand Up @@ -819,7 +885,20 @@ def main(argv: Optional[List[str]] = None):
parser = argparse.ArgumentParser(
description=desc, epilog=epilog, formatter_class=argparse.RawDescriptionHelpFormatter
)
install_common_args(parser, {"input_file", "format", "backend", "os", "signatures", "rules", "tag"})
install_common_args(
parser,
{
"input_file",
"format",
"backend",
"os",
"signatures",
"rules",
"tag",
"restrict-to-functions",
"restrict-to-processes",
},
)
parser.add_argument("-j", "--json", action="store_true", help="emit JSON instead of text")
args = parser.parse_args(args=argv)

Expand Down
2 changes: 1 addition & 1 deletion capa/version.py
Original file line number Diff line number Diff line change
Expand Up @@ -5,7 +5,7 @@
# 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.
__version__ = "7.1.0"
__version__ = "7.2.0"


def get_major_version():
Expand Down
18 changes: 17 additions & 1 deletion doc/usage.md
Original file line number Diff line number Diff line change
Expand Up @@ -9,11 +9,27 @@ Use the `-t` option to run rules with the given metadata value (see the rule fie
For example, `capa -t [email protected]` runs rules that reference Willi's email address (probably as the author), or
`capa -t communication` runs rules with the namespace `communication`.

### only analyze selected functions
Use the `--restrict-to-functions` option to extract capabilities from only a selected set of functions. This is useful for analyzing
large functions and figuring out their capabilities and their address of occurance; for example: PEB access, RC4 encryption, etc.

To use this, you can copy the virtual addresses from your favorite disassembler and pass them to capa as follows:
`capa sample.exe --restrict-to-functions 0x4019C0,0x401CD0`. If you add the `-v` option then capa will extract the interesting parts of a function for you.

### only analyze selected processes
Use the `--restrict-to-processes` option to extract capabilities from only a selected set of processes. This is useful for filtering the noise
generated from analyzing non-malicious processes that can be reported by some sandboxes, as well as reduce the execution time
by not analyzing such processes in the first place.

To use this, you can pick the PIDs of the processes you are interested in from the sandbox-generated process tree (or from the sandbox-reported malware PID)
and pass that to capa as follows: `capa report.log --restrict-to-processes 3888,3214,4299`. If you add the `-v` option then capa will tell you
which threads perform what actions (encrypt/decrypt data, initiate a connection, etc.).

### IDA Pro plugin: capa explorer
Please check out the [capa explorer documentation](/capa/ida/plugin/README.md).

### save time by reusing .viv files
Set the environment variable `CAPA_SAVE_WORKSPACE` to instruct the underlying analysis engine to
cache its intermediate results to the file system. For example, vivisect will create `.viv` files.
Subsequently, capa may run faster when reprocessing the same input file.
This is particularly useful during rule development as you repeatedly test a rule against a known sample.
This is particularly useful during rule development as you repeatedly test a rule against a known sample.
32 changes: 32 additions & 0 deletions tests/test_capabilities.py
Original file line number Diff line number Diff line change
Expand Up @@ -9,6 +9,7 @@
import textwrap

import capa.capabilities.common
from capa.features.extractors.base_extractor import FunctionFilter


def test_match_across_scopes_file_function(z9324d_extractor):
Expand Down Expand Up @@ -174,6 +175,37 @@ def test_subscope_bb_rules(z9324d_extractor):
assert "test rule" in capabilities


def test_match_specific_functions(z9324d_extractor):
rules = capa.rules.RuleSet(
[
capa.rules.Rule.from_yaml(
textwrap.dedent(
"""
rule:
meta:
name: receive data
scopes:
static: function
dynamic: call
examples:
- 9324d1a8ae37a36ae560c37448c9705a:0x401CD0
features:
- or:
- api: recv
"""
)
)
]
)
extractor = FunctionFilter(z9324d_extractor, {0x4019C0})
capabilities, meta = capa.capabilities.common.find_capabilities(rules, extractor)
matches = capabilities["receive data"]
# test that we received only one match
assert len(matches) == 1
# and that this match is from the specified function
assert matches[0][0] == 0x4019C0


def test_byte_matching(z9324d_extractor):
rules = capa.rules.RuleSet(
[
Expand Down

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