Xiaofang Zhou

32 papers A* 4B 1C 2Misc 3Journal 15Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
CoRR
Chrysanthi Kosyfaki, Ruiyuan Zhang, Nikos Mamoulis, Xiaofang Zhou
2026 J jnl
CoRR
Yao Tian, Zhoujin Tian, Xi Zhao, Ruiyuan Zhang, Xiaofang Zhou
2026 J jnl
CoRR
Wei Chen, Junle Chen, Yuqian Wu, Yuxuan Liang, Xiaofang Zhou
2026 J jnl
CoRR
Wei Chen, Yuqian Wu, Junle Chen, Xiaofang Zhou, Yuxuan Liang
2025 A* conf
ICDE
Xiaofang Zhou, Qing Li, Angela Bonifati, Hans-Arno Jacobsen, Wenjie Zhang
2025 C conf
INDIN
Elton Chun-Chai Li, Ruiyuan Zhang, Yichen Ren, Xiaofang Zhou, Sean Shing Fung Lau, Morgan Xian Biao Hiew, Yan Nei Law
2025 J jnl
CoRR
Ruiyuan Zhang, Chrysanthi Kosyfaki, Xiaofang Zhou
2025 B conf
IEEE Big Data
Elton Chun-Chai Li, Ziyi Liu, Ruiyuan Zhang, Sean Shing Fung Lau, Yehong Xu, Xiaofang Zhou
2025 conf
EMNLP (Findings)
Jipeng Zhang, Haolin Yang, Kehao Miao, Ruiyuan Zhang, Renjie Pi, Jiahui Gao, Xiaofang Zhou
2025 J jnl
CoRR
Jipeng Zhang, Haolin Yang, Kehao Miao, Ruiyuan Zhang, Renjie Pi, Jiahui Gao, Xiaofang Zhou
2025 J jnl
BMC Medical Imaging
Lan Yu, Shujie Yu, Feng Wang, Xiaofang Zhou, Feiman Yang, Dairong Cao, Zhen Xing
2025 A* conf
EMNLP
Renjie Pi, Kehao Miao, Li Peihang, Runtao Liu, Jiahui Gao, Jipeng Zhang, Xiaofang Zhou
2025 J jnl
CoRR
Renjie Pi, Kehao Miao, Li Peihang, Runtao Liu, Jiahui Gao, Jipeng Zhang, Xiaofang Zhou
2025 conf
ASP-DAC
Xinghao Zhu, Jiyuan Bai, Zifeng Zhao, Qirong Yu, Xiaofang Zhou, Gengsheng Chen
2025 J jnl
CoRR
Kwun Hang Lau, Ruiyuan Zhang, Weijie Shi, Xiaofang Zhou, Xiaojun Cheng
2025 J jnl
SIGMOD Rec.
Arijit Khan, Yuyu Luo, Wenjie Zhang, Minqi Zhou, Xiaofang Zhou
2025 A* conf
ICDE
Zhong Yang, Bolong Zheng, Guohui Li, Xi Zhao, Xiaofang Zhou
2024 A* conf
NeurIPS
Jiawen Zhang, Shun Zheng, Xumeng Wen, Xiaofang Zhou, Jiang Bian, Jia Li
2024 J jnl
CoRR
Jiawen Zhang, Shun Zheng, Xumeng Wen, Xiaofang Zhou, Jiang Bian, Jia Li
2024 J jnl
BMC Medical Imaging
Xiaofang Zhou, Feng Wang, Lan Yu, Feiman Yang, Jie Kang, Dairong Cao, Zhen Xing
2020 J jnl
BMC Medical Imaging
Zhen Xing, Nannan Kang, Yu Lin, Xiaofang Zhou, Zebin Xiao, Dairong Cao
2019 conf
DPTA
Xiaofang Zhou, Xin Han, Weili Wang
2015 conf
ASICON
Jieqiong Cheng, Qingqing Yang, Xiaofang Zhou
2013 Misc conf
ADC
Dat T. Huynh, Xiaofang Zhou
2013 conf
ASICON
Jieqiong Cheng, Junsong Zheng, Xiaofang Zhou, Linshan Zhang
2010 conf
APCCAS
Zhang Zhang, Qingqing Yang, Lingkai Wang, Xiaofang Zhou
2010 C conf
APSCC
Xiaofang Zhou, Peng Gao, Yinlong Huang, Xu Xu, Ke Shao
2007 J jnl
Webology
Saeid Asadi, Xiaofang Zhou, Hamid R. Jamali, Hossein Vakili Mofrad
2007 J jnl
Sci. China Ser. F Inf. Sci.
Ming-e Jing, Dian Zhou, Pushan Tang, Xiaofang Zhou, Hua Zhang
2006 ed.
ICDE Workshops
Roger S. Barga, Xiaofang Zhou
2005 Misc conf
DICTA
Yijun Li, Jesse S. Jin, Xiaofang Zhou
2004 Misc conf
ADC
Sham Prasher, Xiaofang Zhou
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"