Xiang Li

24 papers A* 3B 1Misc 2Journal 10Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
CoRR
Shoutao Guo, Xiang Li, Mengge Liu, Wei Chen, Yang Feng
2024 J jnl
CoRR
Yuanchun Li, Hao Wen, Weijun Wang, Xiangyu Li, Yizhen Yuan, Guohong Liu, Jiacheng Liu, Wenxing Xu, Xiang Wang, Yi Sun, Rui Kong, Yile Wang, Hanfei Geng, Jian Luan, Xuefeng Jin, Zilong Ye, Guanjing Xiong, Fan Zhang, Xiang Li, Mengwei Xu, Zhijun Li, Peng Li, Yang Liu, Ya-Qin Zhang, Yunxin Liu
2023 J jnl
CoRR
Mengge Liu, Wen Zhang, Xiang Li, Yanzhi Tian, Yuhang Guo, Jian Luan, Bin Wang, Shuoying Chen
2023 A* conf
EMNLP
Zhongjian Miao, Wen Zhang, Jinsong Su, Xiang Li, Jian Luan, Yidong Chen, Bin Wang, Min Zhang
2023 conf
ACL (1)
Zhibin Lan, Jiawei Yu, Xiang Li, Wen Zhang, Jian Luan, Bin Wang, Degen Huang, Jinsong Su
2023 J jnl
CoRR
Zhibin Lan, Jiawei Yu, Xiang Li, Wen Zhang, Jian Luan, Bin Wang, Degen Huang, Jinsong Su
2023 conf
EMNLP (Findings)
Yanzhi Tian, Xiang Li, Zeming Liu, Yuhang Guo, Bin Wang
2023 Misc conf
ICASSP
Mengge Liu, Wen Zhang, Xiang Li, Jian Luan, Bin Wang, Yuhang Guo, Shuoying Chen
2023 J jnl
CoRR
Mengge Liu, Wen Zhang, Xiang Li, Jian Luan, Bin Wang, Yuhang Guo, Shuoying Chen
2023 conf
IWSLT@ACL
Wuwei Huang, Mengge Liu, Xiang Li, Yanzhi Tian, Fengyu Yang, Wen Zhang, Jian Luan, Bin Wang, Yuhang Guo, Jinsong Su
2022 J jnl
IEEE ACM Trans. Audio Speech Lang. Process.
Ziyao Lu, Xiang Li, Yang Liu, Chulun Zhou, Jianwei Cui, Bin Wang, Min Zhang, Jinsong Su
2022 conf
IWSLT@ACL
Bao Guo, Mengge Liu, Wen Zhang, Hexuan Chen, Chang Mu, Xiang Li, Jianwei Cui, Bin Wang, Yuhang Guo
2022 B conf
COLING
Zhongjian Miao, Xiang Li, Liyan Kang, Wen Zhang, Chulun Zhou, Yidong Chen, Bin Wang, Min Zhang, Jinsong Su
2021 conf
CCMT
Xiang Li, Xuanxuan Wu, Shuaibo Wang, Xiaoke Liang, Li Yin, Hui Huang, Yufeng Chen, Jin An Xu
2021 A* conf
AAAI
Binbin Xie, Jinsong Su, Yubin Ge, Xiang Li, Jianwei Cui, Junfeng Yao, Bin Wang
2021 J jnl
CoRR
Binbin Xie, Jinsong Su, Yubin Ge, Xiang Li, Jianwei Cui, Junfeng Yao, Bin Wang
2021 Misc conf
ICASSP
Wenjie Qin, Xiang Li, Yuhui Sun, Deyi Xiong, Jianwei Cui, Bin Wang
2020 A* conf
IJCAI
Xin Liu, Kai Liu, Xiang Li, Jinsong Su, Yubin Ge, Bin Wang, Jiebo Luo
2020 J jnl
CoRR
Junxuan Chen, Xiang Li, Jiarui Zhang, Chulun Zhou, Jianwei Cui, Bin Wang, Jinsong Su
2020 J jnl
CoRR
Wenjie Qin, Xiang Li, Yuhui Sun, Deyi Xiong, Jianwei Cui, Bin Wang
2020 conf
IWSLT
Yuhui Sun, Mengxue Guo, Xiang Li, Jianwei Cui, Bin Wang
2018 J jnl
CoRR
Xiang Li, Haiyang Xue, Wei Chen, Yang Liu, Yang Feng, Qun Liu
2013 conf
ACL (2)
Xiang Li, Wenbin Jiang, Yajuan Lü, Qun Liu
2010 conf
IUCS
Xiang Li, Jinan Xu, Wenbin Jiang, Qun Liu, Yajuan Lü
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"