Namseok Ko

46 papers B 1Journal 10Unranked 35
YearRankTypeTitle / Venue / Authors
2026 J jnl
CoRR
Youbin Han, Haneul Ko, Namseok Ko, Tarik Taleb, Yan Chen
2025 J jnl
IEEE Commun. Mag.
Myung-Eun Kim, Hyochan Bang, Namseok Ko, Marcos Katz
2025 J jnl
IEEE Trans. Cloud Comput.
Subin Han, Eunsok Lee, HyunKyung Yoo, Namseok Ko, Sangheon Pack
2025 J jnl
Comput. Electr. Eng.
Sae Hyong Park, Seungjae Shin, Namseok Ko, Taeyeon Kim, Dongman Lee
2025 conf
CSCN
Gyoungmin Been, Byungju Lim, Junsu Kim, Namseok Ko
2024 conf
ICTC
Miryong Park, Sung Hyuk Byun, Namseok Ko
2024 conf
ICTC
Seunghan Choi, Namseok Ko
2024 conf
ICTC
Myung-Eun Kim, Namseok Ko, Marcos Katz
2024 conf
ICTC
Kyungsoo Kim, Namseok Ko
2024 conf
ICTC
Sunjin Kim, Jongseok Lee, Hyochan Bang, Namseok Ko
2024 conf
ICTC
HyunKyung Yoo, Sung-Hyuk Byun, Namseok Ko
2024 conf
ICTC
Hyochan Bang, Sunjin Kim, Namseok Ko
2024 J jnl
IEEE Access
Ibrahim Aliyu, Seungmin Oh, Namseok Ko, Tai-Won Um, Jinsul Kim
2024 conf
ICTC
Jongseok Lee, Sunjin Kim, Namseok Ko
2024 conf
ICTC
Sae Hyong Park, Namseok Ko
2024 J jnl
IEEE Commun. Mag.
Yeunwoong Kyung, Haneul Ko, Jaewook Lee, Sangheon Pack, Noik Park, Namseok Ko
2024 J jnl
Future Gener. Comput. Syst.
Haneul Ko, Yeunwoong Kyung, Jaewook Lee, Sangheon Pack, Namseok Ko
2024 conf
INFOCOM (Workshops)
Subin Han, Eunsok Lee, HyunKyung Yoo, Namseok Ko, Sangheon Pack
2024 conf
ICTC
Quang Tung Thai, Namseok Ko, Kieu-Ha Phung, Nguyen Van Duc, Luong Vu Dung, Marcos Katz
2024 conf
ICTC
Jaewook Lee, Sanghui Lee, Yeonwong Kyung, Haneul Ko, Sangheon Pack, Seokwon Jang, Namseok Ko
2024 J jnl
ICT Express
Kyeongtak Lee, Heewon Kim, Subin Han, Sangheon Pack, HyunKyung Yoo, Namseok Ko
2023 J jnl
CoRR
Ibrahim Aliyu, Namseok Ko, Tai-Won Um, Jinsul Kim
2023 conf
ICTC
Sunjin Kim, Jongseok Lee, Namseok Ko
2023 conf
ICTC
HyunKyung Yoo, Sung Hyuk Byun, Sunhee Yang, Namseok Ko
2023 conf
ICTC
Sae Hyong Park, Namseok Ko
2023 conf
CloudNet
Quang Tung Thai, Myung-Eun Kim, Namseok Ko
2023 B conf
IEEE Big Data
Sae Hyong Park, Namseok Ko
2023 conf
ICTC
Jongseok Lee, Sunjin Kim, Namseok Ko
2023 conf
ICTC
Kieu-Ha Phung, Luong Vu Dung, Quang Tung Thai, Namseok Ko
2022 conf
ICTC
HyunKyung Yoo, Sung Hyuk Byun, Sunhee Yang, Namseok Ko
2022 conf
ICTC
Jongseok Lee, Namseok Ko
2022 conf
ICTC
Sae Hyong Park, Yong-Yoon Shin, Namseok Ko
2022 J jnl
J. Netw. Comput. Appl.
Quang Tung Thai, Namseok Ko, Sung Hyuk Byun, Sunme Kim
2022 conf
ICTC
Sunjin Kim, Jongseok Lee, Noik Park, Namseok Ko
2022 conf
ICTC
Quang Tung Thai, Namseok Ko
2021 conf
ICTC
Sae Hyong Park, Yong-Yoon Shin, Namseok Ko
2021 conf
ICTC
Dong-Myung Sul, Sung-Hyuk Byun, Jongseok Lee, Namseok Ko
2021 conf
ICTC
HyunKyung Yoo, Namseok Ko
2021 conf
ICTC
Haksuh Kim, Namseok Ko
2020 conf
ICTC
Sae Hyong Park, Yong-Yoon Shin, Namseok Ko
2020 conf
ICTC
Haksuh Kim, Namseok Ko
2020 conf
ICTC
HyunKyung Yoo, Namseok Ko
2020 conf
ICN
Yong-Yoon Shin, Sae Hyong Park, Namseok Ko, Arm Jeong
2020 conf
ICTC
Yongbin Yim, Jung-Hee Lee, Namseok Ko, Hosung Park
2020 conf
ICN
Sung-Hyuk Byun, Jongseok Lee, Dong-Myung Sul, Namseok Ko
2003 conf
ICOIN
Min Young Chung, Jaehyung Park, Byung Jun Ahn, Namseok Ko, Jeong Ho Kim
redb/extractors/apk_extractors/apk_inconsistency_tests.py
← Index redb/extractors/apk_extractors/apk_inconsistency_tests.py python
import inspect
import re
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 APKInconsistencyTests

# Emulator detection indicator strings
EMULATOR_INDICATORS = {
    "generic", "sdk", "google_sdk", "Emulator",
    "goldfish", "ranchu", "Andy", "Genymotion",
    "BlueStacks", "nox", "ttVM_Hdragon",
}

# Root detection indicator strings
ROOT_INDICATORS = {
    "/system/app/Superuser.apk",
    "/system/xbin/su",
    "/system/bin/su",
    "com.noshufou.android.su",
    "com.thirdparty.superuser",
    "eu.chainfire.supersu",
    "com.koushikdutta.superuser",
    "com.topjohnwu.magisk",
}

# Standard DEX filename pattern
STANDARD_DEX_PATTERN = re.compile(r"^classes\d*\.dex$")


class APKInconsistencyTestsExtractor(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.test_results = None
        self.log.debug(inspect.currentframe().f_code.co_name)

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

    def _test_zip_bomb(self):
        """Check if any ZIP entry has compression ratio > 100:1."""
        try:
            zf = self._get_zip_file()
            if not zf:
                return None
            with zf:
                for info in zf.infolist():
                    if info.compress_size > 0:
                        ratio = info.file_size / info.compress_size
                        if ratio > 100:
                            return True
            return False
        except Exception as e:
            self.log.warning(f"Error in zip bomb test: {e}")
            return None

    def _test_zip_duplicate_entries(self):
        """Check for duplicate filenames in ZIP directory."""
        try:
            zf = self._get_zip_file()
            if not zf:
                return None
            with zf:
                names = [info.filename for info in zf.infolist()]
                return len(names) != len(set(names))
        except Exception as e:
            self.log.warning(f"Error in duplicate entries test: {e}")
            return None

    def _test_zip_path_traversal(self):
        """Check for path traversal (../) in ZIP entry names."""
        try:
            for f in self._list_files():
                if ".." in f or f.startswith("/"):
                    return True
            return False
        except Exception as e:
            self.log.warning(f"Error in path traversal test: {e}")
            return None

    def _test_zip_suspicious_timestamps(self):
        """Check for timestamps at epoch (1980) or in the future."""
        try:
            zf = self._get_zip_file()
            if not zf:
                return None
            now = datetime.now()
            with zf:
                for info in zf.infolist():
                    try:
                        dt = datetime(*info.date_time)
                        if dt.year <= 1980 or dt > now:
                            return True
                    except (ValueError, TypeError):
                        continue
            return False
        except Exception as e:
            self.log.warning(f"Error in suspicious timestamps test: {e}")
            return None

    def _test_hidden_dex_files(self):
        """Check for DEX files not matching classes*.dex pattern."""
        try:
            for f in self._list_files():
                if f.endswith(".dex"):
                    basename = f.split("/")[-1]
                    if not STANDARD_DEX_PATTERN.match(basename):
                        return True
            return False
        except Exception as e:
            self.log.warning(f"Error in hidden DEX files test: {e}")
            return None

    def _test_manifest_component_mismatch(self):
        """Check for declared components that don't exist in DEX."""
        try:
            if not self._is_valid_apk():
                return None

            # Get all class names from DEX
            dex_classes = set()
            try:
                from androguard.core.dex import DEX
                for dex_data in (self.apk.get_all_dex() or []):
                    try:
                        d = DEX(dex_data)
                        for cls in d.get_classes():
                            name = cls.get_name()
                            if name:
                                # Convert "Lcom/example/Foo;" to "com.example.Foo"
                                dex_classes.add(
                                    name[1:-1].replace("/", ".") if name.startswith("L") else name
                                )
                    except Exception:
                        continue
            except Exception:
                return None

            if not dex_classes:
                return None

            # Check manifest components against DEX classes
            components = []
            try:
                components.extend(self.apk.get_activities() or [])
                components.extend(self.apk.get_services() or [])
                components.extend(self.apk.get_receivers() or [])
                components.extend(self.apk.get_providers() or [])
            except Exception:
                return None

            for comp in components:
                if comp and comp not in dex_classes:
                    # Component might use a shorthand; check with package prefix
                    package = self.apk.get_package() or ""
                    full_name = package + comp if comp.startswith(".") else comp
                    if full_name not in dex_classes:
                        return True

            return False
        except Exception as e:
            self.log.warning(f"Error in manifest component mismatch test: {e}")
            return None

    def _test_debuggable_release(self):
        """Check android:debuggable=true combined with a release signature."""
        try:
            if not self._is_valid_apk():
                return None

            is_debuggable = self.apk.get_attribute_value(
                "application", "debuggable"
            ) == "true"

            if not is_debuggable:
                return False

            # Check if it has a signing certificate (release builds have certs)
            try:
                certs = self.apk.get_certificates()
                if certs and len(certs) > 0:
                    return True
            except Exception:
                pass

            return False
        except Exception as e:
            self.log.warning(f"Error in debuggable release test: {e}")
            return None

    def _get_dex_strings(self):
        """Get all string constants from DEX files."""
        all_strings = set()
        try:
            from androguard.core.dex import DEX
            for dex_data in (self.apk.get_all_dex() or []):
                try:
                    d = DEX(dex_data)
                    for s in d.get_strings():
                        if s:
                            all_strings.add(s)
                except Exception:
                    continue
        except Exception:
            pass
        return all_strings

    def _test_emulator_detection_strings(self):
        """Check for emulator detection patterns in DEX strings."""
        try:
            if not self._is_valid_apk():
                return None

            dex_strings = self._get_dex_strings()
            for indicator in EMULATOR_INDICATORS:
                for s in dex_strings:
                    if indicator in s:
                        return True
            return False
        except Exception as e:
            self.log.warning(f"Error in emulator detection test: {e}")
            return None

    def _test_debugger_detection(self):
        """Check for debugger detection API calls in DEX."""
        try:
            if not self._is_valid_apk():
                return None

            dex_strings = self._get_dex_strings()
            debugger_patterns = {
                "isDebuggerConnected",
                "waitingForDebugger",
                "Debug.isDebuggerConnected",
            }
            for pattern in debugger_patterns:
                for s in dex_strings:
                    if pattern in s:
                        return True
            return False
        except Exception as e:
            self.log.warning(f"Error in debugger detection test: {e}")
            return None

    def _test_root_detection(self):
        """Check for root detection patterns in DEX."""
        try:
            if not self._is_valid_apk():
                return None

            dex_strings = self._get_dex_strings()
            for indicator in ROOT_INDICATORS:
                for s in dex_strings:
                    if indicator in s:
                        return True
            return False
        except Exception as e:
            self.log.warning(f"Error in root detection test: {e}")
            return None

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

        self.test_results = APKInconsistencyTests(
            test_zip_bomb=self._test_zip_bomb(),
            test_zip_duplicate_entries=self._test_zip_duplicate_entries(),
            test_zip_path_traversal=self._test_zip_path_traversal(),
            test_zip_suspicious_timestamps=self._test_zip_suspicious_timestamps(),
            test_hidden_dex_files=self._test_hidden_dex_files(),
            test_manifest_component_mismatch=self._test_manifest_component_mismatch(),
            test_debuggable_release=self._test_debuggable_release(),
            test_emulator_detection_strings=self._test_emulator_detection_strings(),
            test_debugger_detection=self._test_debugger_detection(),
            test_root_detection=self._test_root_detection(),
        )
        return self.test_results

    def _bool_to_nullable(self, val):
        """Convert bool/None to ClickHouse Nullable(UInt8)."""
        if val is None:
            return None
        return int(val)

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

            current_time = datetime.now(timezone.utc)
            t = self.test_results

            data = [[
                self.sha256,
                self._bool_to_nullable(t.test_zip_bomb),
                self._bool_to_nullable(t.test_zip_duplicate_entries),
                self._bool_to_nullable(t.test_zip_path_traversal),
                self._bool_to_nullable(t.test_zip_suspicious_timestamps),
                self._bool_to_nullable(t.test_hidden_dex_files),
                self._bool_to_nullable(t.test_manifest_component_mismatch),
                self._bool_to_nullable(t.test_debuggable_release),
                self._bool_to_nullable(t.test_emulator_detection_strings),
                self._bool_to_nullable(t.test_debugger_detection),
                self._bool_to_nullable(t.test_root_detection),
                current_time,
            ]]

            column_names = [
                'sha256',
                'test_zip_bomb', 'test_zip_duplicate_entries',
                'test_zip_path_traversal', 'test_zip_suspicious_timestamps',
                'test_hidden_dex_files', 'test_manifest_component_mismatch',
                'test_debuggable_release', 'test_emulator_detection_strings',
                'test_debugger_detection', 'test_root_detection',
                'analysis_date',
            ]

            column_type_names = [
                'FixedString(64)',
                'Nullable(UInt8)', 'Nullable(UInt8)',
                'Nullable(UInt8)', 'Nullable(UInt8)',
                'Nullable(UInt8)', 'Nullable(UInt8)',
                'Nullable(UInt8)', 'Nullable(UInt8)',
                'Nullable(UInt8)', 'Nullable(UInt8)',
                "DateTime64(3, 'UTC')",
            ]

            return (data, column_names, column_type_names)

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