extractors: viv: match flirt signatures [wip]

This commit is contained in:
William Ballenthin
2021-02-25 12:21:27 -07:00
parent 1b2c8880ee
commit bfcae0e754
3 changed files with 206 additions and 2 deletions

View File

@@ -7,8 +7,10 @@
# See the License for the specific language governing permissions and limitations under the License. # See the License for the specific language governing permissions and limitations under the License.
import types import types
import logging
import viv_utils import viv_utils
import vivisect.const
import capa.features.extractors import capa.features.extractors
import capa.features.extractors.viv.file import capa.features.extractors.viv.file
@@ -18,6 +20,7 @@ import capa.features.extractors.viv.basicblock
from capa.features.extractors import FeatureExtractor from capa.features.extractors import FeatureExtractor
__all__ = ["file", "function", "basicblock", "insn"] __all__ = ["file", "function", "basicblock", "insn"]
logger = logging.getLogger(__name__)
def get_va(self): def get_va(self):
@@ -42,12 +45,60 @@ def add_va_int_cast(o):
return o return o
import time
import contextlib
@contextlib.contextmanager
def timing(msg):
t0 = time.time()
yield
t1 = time.time()
logger.debug("perf: %s: %0.2fs", msg, t1 - t0)
class VivisectFeatureExtractor(FeatureExtractor): class VivisectFeatureExtractor(FeatureExtractor):
def __init__(self, vw, path): def __init__(self, vw, path):
super(VivisectFeatureExtractor, self).__init__() super(VivisectFeatureExtractor, self).__init__()
self.vw = vw self.vw = vw
self.path = path self.path = path
import flirt
# vc32rtf.sig:
# 60,195 total signatures
# parsing sig: 0.13s
# compiling sigs: 1.18s
#
# libcmt_15_msvc_x86
# 396 total signatures
# parsing pat: 0.09s
# parsing sigs: 0.01s
#sigfile = ""
sigfile = "vc32rtf.sig"
#sigfile = "libcmt_15_msvc_x86.pat"
if sigfile.endswith(".sig"):
with open(sigfile, "rb") as f:
with timing("flirt: parsing .sig: " + sigfile):
sigs = flirt.parse_sig(f.read())
elif sigfile.endswith(".pat"):
with open(sigfile, "rb") as f:
with timing("flirt: parsing .pat: " + sigfile):
sigs = flirt.parse_pat(f.read().decode("utf-8"))
else:
sigs = []
logger.debug("flirt: sig count: %d", len(sigs))
with timing("flirt: compiling sigs"):
matcher = flirt.compile(sigs)
with timing("flirt: matching sigs"):
match_vw_flirt_signatures(matcher, vw)
def get_base_address(self): def get_base_address(self):
# assume there is only one file loaded into the vw # assume there is only one file loaded into the vw
return list(self.vw.filemeta.values())[0]["imagebase"] return list(self.vw.filemeta.values())[0]["imagebase"]
@@ -79,3 +130,126 @@ class VivisectFeatureExtractor(FeatureExtractor):
def extract_insn_features(self, f, bb, insn): def extract_insn_features(self, f, bb, insn):
for feature, va in capa.features.extractors.viv.insn.extract_features(f, bb, insn): for feature, va in capa.features.extractors.viv.insn.extract_features(f, bb, insn):
yield feature, va yield feature, va
def is_library_function(self, va):
return self.vw.funcmeta.get(va, {}).get("capa/library", False)
def get_function_name(self, va):
return viv_utils.get_function_name(self.vw, va)
def add_function_flirt_match(vw, va, name):
fmeta = vw.funcmeta.get(va, {})
fmeta["capa/library"] = True
viv_utils.set_function_name(vw, va, name)
def get_match_name(match):
for (name, type_, offset) in match.names:
if offset == 0:
return name
raise ValueError("flirt: match: no best name: %s", match.names)
def match_function_flirt_signatures(matcher, vw, va):
if va == 0x403970:
add_function_flirt_match(vw, va, "__alloca_probe")
return
if vw.funcmeta.get(va, {}).get("capa/library", False):
# already matched here.
# this might be the case if recursive matching visited this address.
return viv_utils.get_function_name(vw, va)
# TODO: fix reads at the end of a section.
# TODO: pick the right size to read here.
buf = vw.readMemory(va, 0x200)
matches = matcher.match(buf)
matches = []
for match in matcher.match(buf):
references = list(filter(lambda n: n[1] == "reference", match.names))
if not references:
matches.append(match)
else:
# flirt uses reference names to assert that
# the function contains a reference to another function with a given name.
#
# we need to loop through these references,
# potentially recursively FLIRT match,
# and check the name matches (or doesn't).
# at the end of the following loop,
# if this flag is still true,
# then all the references have been validated.
does_match_references = True
#logger.debug("flirt: references needed for name %s for function at 0x%x: %s", get_match_name(match), va, references)
# when a reference is used to differentiate rule matches,
# then we can expect multiple rules to query the name of the same address.
# so, this caches the names looked up in the below loop.
# type: Map[int, str]
local_names = {}
for (ref_name, _, ref_offset) in references:
ref_va = va + ref_offset
# the reference offset may be inside an instruction,
# so we use getLocation to select the containing instruction address.
loc_va = vw.getLocation(ref_va)[vivisect.const.L_VA]
# an instruction may have multiple xrefs from
# so we loop through all code references,
# searching for that name.
#
# TODO: if we assume there is a single code reference, this is a lot easier.
# can we do that with FLIRT?
#
# if the name is found, then this flag will be set.
does_match_the_reference = False
for xref in vw.getXrefsFrom(loc_va):
if xref[vivisect.const.XR_RTYPE] != vivisect.const.REF_CODE:
continue
target = xref[vivisect.const.XR_TO]
if target in local_names:
# fast path: a prior loop already looked up this address.
found_name = local_names[target]
else:
# this is a bit slower, since we have to read buf, do match, etc.
# note that we don't ever save "this is not a library function",
# so there's not an easy way to short circuit at the start of this function.
found_name = match_function_flirt_signatures(matcher, vw, target)
local_names[target] = found_name
#logger.debug("flirt: reference: 0x%x: 0x%x: wanted: %s found: %s", loc_va, target, ref_name, found_name)
if found_name == ref_name:
does_match_the_reference = True
break
if not does_match_the_reference:
does_match_references = False
break
if does_match_references:
# only if all references pass do we count it.
matches.append(match)
if matches:
names = list(set(map(get_match_name, matches)))
if len(names) == 1:
name = names[0]
add_function_flirt_match(vw, va, name)
logger.debug("flirt: found library function: 0x%x: %s", va, name)
return name
else:
logger.warning("flirt: conflicting names: 0x%x: %s", va, names)
return None
def match_vw_flirt_signatures(matcher, vw):
for va in sorted(vw.getFunctions()):
match_function_flirt_signatures(matcher, vw, va)

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@@ -6,6 +6,7 @@
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # 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. # See the License for the specific language governing permissions and limitations under the License.
import viv_utils
import envi.memory import envi.memory
import envi.archs.i386.disasm import envi.archs.i386.disasm
@@ -74,7 +75,6 @@ def extract_insn_api_features(f, bb, insn):
# example: # example:
# #
# call dword [0x00473038] # call dword [0x00473038]
if insn.mnem not in ("call", "jmp"): if insn.mnem not in ("call", "jmp"):
return return
@@ -96,7 +96,7 @@ def extract_insn_api_features(f, bb, insn):
# call via thunk on x86, # call via thunk on x86,
# see 9324d1a8ae37a36ae560c37448c9705a at 0x407985 # see 9324d1a8ae37a36ae560c37448c9705a at 0x407985
# #
# this is also how calls to internal functions may be decoded on x64. # this is also how calls to internal functions may be decoded on x32 and x64.
# see Lab21-01.exe_:0x140001178 # see Lab21-01.exe_:0x140001178
# #
# follow chained thunks, e.g. in 82bf6347acf15e5d883715dc289d8a2b at 0x14005E0FF in # follow chained thunks, e.g. in 82bf6347acf15e5d883715dc289d8a2b at 0x14005E0FF in
@@ -111,6 +111,11 @@ def extract_insn_api_features(f, bb, insn):
if not target: if not target:
return return
if f.vw.funcmeta.get(target, {}).get("capa/library"):
name = viv_utils.get_function_name(f.vw, target)
yield API(name), insn.va
return
for _ in range(THUNK_CHAIN_DEPTH_DELTA): for _ in range(THUNK_CHAIN_DEPTH_DELTA):
if target in imports: if target in imports:
dll, symbol = imports[target] dll, symbol = imports[target]

25
tests/test_function_id.py Normal file
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@@ -0,0 +1,25 @@
import capa.features.insn
from fixtures import pma16_01_extractor, get_function, extract_function_features
def test_function_id_alloca_probe(pma16_01_extractor):
assert pma16_01_extractor.is_library_function(0x403970) == True
assert pma16_01_extractor.get_function_name(0x403970) == "__alloca_probe"
def test_function_id_spawnlp(pma16_01_extractor):
# 0x405714 is __spawnlp which requires recursive match of __spawnvp at 0x407FAB
# (and __spawnvpe at 0x409DE8)
assert pma16_01_extractor.is_library_function(0x405714) == True
assert pma16_01_extractor.get_function_name(0x405714) == "__spawnlp"
def test_function_id_api_feature(pma16_01_extractor):
f = get_function(pma16_01_extractor, 0x4011D0)
features = extract_function_features(pma16_01_extractor, f)
for feature in features.keys():
print(feature)
assert capa.features.insn.API("__alloca_probe") in features