Omar DeGuchy

12 papers C 3Misc 1Journal 1Unranked 6
YearRankTypeTitle / Venue / Authors
2025 conf
ISBI
Jocelyn Ornelas Munoz, Gbocho M. Terasaki, Aditya Ranganath, Omar DeGuchy, Roummel F. Marcia
2022 C conf
ICMLA
Aditya Ranganath, Omar DeGuchy, Fabian Santiago, Mukesh Singhal, Roummel F. Marcia
2021 conf
ACSCC
Aditya Ranganath, Omar DeGuchy, Mukesh Singhal, Roummel F. Marcia
2021 conf
EUSIPCO
Aditya Ranganath, Omar DeGuchy, Mukesh Singhal, Roummel F. Marcia
2020 C conf
ISITA
Michael Fernando Mendez Jimenez, Omar DeGuchy, Roummel F. Marcia
2020 C conf
IGARSS
Jacqueline Alvarez, Omar DeGuchy, Roummel F. Marcia
2020
Omar DeGuchy
2020 conf
EUSIPCO
Mario Banuelos, Omar DeGuchy, Suzanne Sindi, Roummel F. Marcia
2019 Misc conf
ICASSP
Omar DeGuchy, Fabian Santiago, Mario Banuelos, Roummel F. Marcia
2018 J jnl
Numer. Linear Algebra Appl.
Omar DeGuchy, Jennifer B. Erway, Roummel F. Marcia
2018 conf
EUSIPCO
Jacob Rafati, Omar DeGuchy, Roummel F. Marcia
2017 conf
CAMSAP
Omar DeGuchy, Lasith Adhikari, Arnold D. Kim, Roummel F. Marcia
redb/extractors/apk_extractors/apk_native_libs.py
← Index redb/extractors/apk_extractors/apk_native_libs.py python
import fnmatch
import hashlib
import inspect
from datetime import datetime, timezone
from typing import Any

from redb.extractors.enum import Tag
from redb.extractors.apk_extractor import APKExtractor
from redb.models.dataclasses import APKNativeLib

# Known packer/protector native library names
KNOWN_PACKER_LIBS = {
    # Jiagu (360/Qihoo)
    "libjiagu.so", "libjiagu_a64.so", "libjiagu_x86.so", "libjiagu_x64.so",
    # Bangcle/SecNeo
    "libsecexe.so", "libsecmain.so", "libSecShell.so",
    # Baidu
    "libbaiduprotect.so",
    # Tencent (Legu)
    "libtxAppProtect.so", "libBugly.so",
    # iJiami
    "libexec.so", "libexecmain.so",
    # Alibaba
    "libmobisec.so", "libaliprotect.so",
    # APKProtect
    "libAPKProtect.so",
    # Pangxie (Pangolin)
    "libdexjni.so",
    # DexProtector
    "libdexprotector.so",
    # AppSolid
    "libAppSolid.so",
    # Kiwisec
    "libkwscmm.so",
    # DingXiang
    "libx3g.so",
    # NQ Shield
    "libnqshield.so",
    # Generic / other
    "libprotectClass.so",
    "libDexHelper.so",
    "libdexloader.so",
    "libfdog.so",
}

# Glob-style patterns for packer libs (e.g. libshella-*.so)
KNOWN_PACKER_PATTERNS = [
    "libshella-*.so",
    "libshell-super.*.so",
]


def is_known_packer_lib(filename):
    """Check if a native library filename matches known packer signatures."""
    if filename in KNOWN_PACKER_LIBS:
        return True
    for pattern in KNOWN_PACKER_PATTERNS:
        if fnmatch.fnmatch(filename, pattern):
            return True
    return False


class APKNativeLibExtractor(APKExtractor):

    def __init__(
        self, filepath, log, exporters=None, index_prefix=None,
        known_benign=False, known_malicious=False,
        apk=None,
    ):
        super().__init__(
            filepath, log, exporters, index_prefix,
            known_benign, known_malicious, apk,
        )
        self.native_libs = []
        self.abis = set()
        self.log.debug(inspect.currentframe().f_code.co_name)

    def tag(self):
        return Tag.APK_NATIVE_LIBS.value

    def extract(self):
        if not self._is_valid_apk():
            self.log.error(f"Invalid APK for {self.hash.sha256}")
            return None

        self.native_libs = []
        self.abis = set()

        zf = self._get_zip_file()
        if not zf:
            return None

        with zf:
            for info in zf.infolist():
                if not (info.filename.startswith("lib/") and info.filename.endswith(".so")):
                    continue
                parts = info.filename.split("/")
                if len(parts) < 3:
                    continue

                abi = parts[1]
                filename = parts[-1]
                self.abis.add(abi)

                try:
                    data = zf.read(info.filename)
                    lib_sha256 = hashlib.sha256(data).hexdigest()
                except Exception as e:
                    self.log.warning(f"Error reading native lib {info.filename}: {e}")
                    continue

                self.native_libs.append(APKNativeLib(
                    abi=abi,
                    filename=filename,
                    size=info.file_size,
                    sha256=lib_sha256,
                    is_known_packer=is_known_packer_lib(filename),
                ))

        if not self.native_libs:
            return None

        return {
            "native_lib_count": len(self.native_libs),
            "abis": sorted(self.abis),
            "native_libs": self.native_libs,
            "known_packer_libs": [
                lib for lib in self.native_libs if lib.is_known_packer
            ],
        }

    def prepare_export_data(self, exporter_type: str) -> Any:
        if exporter_type == "ClickHouseExporter":
            if not self.native_libs:
                return None

            current_time = datetime.now(timezone.utc)
            data = []
            for lib in self.native_libs:
                data.append([
                    self.sha256,
                    lib.abi,
                    lib.filename,
                    lib.size,
                    lib.sha256,
                    int(lib.is_known_packer),
                    current_time,
                ])

            column_names = [
                'sha256', 'lib_abi', 'lib_filename', 'lib_size',
                'lib_sha256', 'lib_is_known_packer', 'analysis_date',
            ]

            column_type_names = [
                'FixedString(64)', 'LowCardinality(String)', 'String', 'UInt64',
                'FixedString(64)', 'UInt8', "DateTime64(3, 'UTC')",
            ]

            return (data, column_names, column_type_names)

    def get_clickhouse_table(self) -> str:
        return "redb_apk_native_libs"