Wei Wu

16 papers A* 5Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
CoRR
Wei Wu, Peilun Zhou, Liyi Chen, Qimeng Wang, Chengqiang Lu, Yan Gao, Yi Wu, Yao Hu, Hui Xiong
2026 J jnl
CoRR
Wei Wu, Liyi Chen, Congxi Xiao, Tianfu Wang, Qimeng Wang, Chengqiang Lu, Yan Gao, Yi Wu, Yao Hu, Hui Xiong
2026 J jnl
CoRR
Junjie Meng, Ranxu Zhang, Wei Wu, Rui Zhang, Chuan Qin, Qi Zhang, Qi Liu, Hui Xiong, Chao Wang
2025 J jnl
CoRR
Wei Wu, Qiuyi Li, Mingyang Li, Kun Fu, Fuli Feng, Jieping Ye, Hui Xiong, Zheng Wang
2025 A* conf
AAAI
Hanjing Zhou, Mingze Yin, Wei Wu, Mingyang Li, Kun Fu, Jintai Chen, Jian Wu, Zheng Wang
2025 conf
KDD (2)
Wei Wu, Chao Wang, Liyi Chen, Mingze Yin, Yiheng Zhu, Kun Fu, Jieping Ye, Hui Xiong, Zheng Wang
2025 A* conf
AAAI
Mingze Yin, Hanjing Zhou, Yiheng Zhu, Jialu Wu, Wei Wu, Mingyang Li, Kun Fu, Zheng Wang, Chang-Yu Hsieh, Tingjun Hou, Jian Wu
2025 A* conf
EMNLP
Wei Wu, Zhuoshi Pan, Kun Fu, Chao Wang, Liyi Chen, Yunchu Bai, Tianfu Wang, Zheng Wang, Hui Xiong
2025 J jnl
CoRR
Tianfu Wang, Liwei Deng, Xi Chen, Junyang Wang, Huiguo He, Leilei Ding, Wei Wu, Qilin Fan, Hui Xiong
2024 A* conf
SIGIR
Wei Wu, Chao Wang, Dazhong Shen, Chuan Qin, Liyi Chen, Hui Xiong
2024 J jnl
CoRR
Wei Wu, Chao Wang, Dazhong Shen, Chuan Qin, Liyi Chen, Hui Xiong
2024 J jnl
CoRR
Hanjing Zhou, Mingze Yin, Wei Wu, Mingyang Li, Kun Fu, Jintai Chen, Jian Wu, Zheng Wang
2024 J jnl
CoRR
Wei Wu, Chao Wang, Liyi Chen, Mingze Yin, Yiheng Zhu, Kun Fu, Jieping Ye, Hui Xiong, Zheng Wang
2024 A* conf
NeurIPS
Liyi Chen, Ying Sun, Shengzhe Zhang, Yuyang Ye, Wei Wu, Hui Xiong
2024 J jnl
CoRR
Wei Wu, Zhuoshi Pan, Chao Wang, Liyi Chen, Yunchu Bai, Kun Fu, Zheng Wang, Hui Xiong
2023 J jnl
CoRR
Chao Wang, Hengshu Zhu, Dazhong Shen, Wei Wu, Hui Xiong
redb/extractors/apk_extractors/apk_features.py
← Index redb/extractors/apk_extractors/apk_features.py python
import inspect
import zipfile
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 APKFeatures


class APKFeaturesExtractor(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.apk_features = None
        self.log.debug(inspect.currentframe().f_code.co_name)

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

    def _extract_zip_timestamps(self):
        """Extract earliest and latest content modification from ZIP entries."""
        earliest = None
        latest = None
        try:
            zf = self._get_zip_file()
            if zf:
                with zf:
                    for info in zf.infolist():
                        try:
                            dt = datetime(*info.date_time)
                            if earliest is None or dt < earliest:
                                earliest = dt
                            if latest is None or dt > latest:
                                latest = dt
                        except (ValueError, TypeError):
                            continue
        except Exception as e:
            self.log.warning(f"Error extracting ZIP timestamps: {e}")
        return (
            earliest.isoformat() if earliest else None,
            latest.isoformat() if latest else None,
        )

    def _extract_supported_abis(self):
        """Determine supported ABIs from lib/ directory."""
        abis = set()
        for f in self._list_files():
            if f.startswith("lib/") and f.endswith(".so"):
                parts = f.split("/")
                if len(parts) >= 3:
                    abis.add(parts[1])
        return sorted(abis)

    def _count_dex_files(self):
        """Count DEX files and compute total size."""
        dex_count = 0
        total_size = 0
        try:
            zf = self._get_zip_file()
            if zf:
                with zf:
                    for info in zf.infolist():
                        if info.filename.endswith(".dex"):
                            dex_count += 1
                            total_size += info.file_size
        except Exception as e:
            self.log.warning(f"Error counting DEX files: {e}")
        return dex_count, total_size

    def _check_embedded_apk(self):
        """Check if the archive contains nested APK files."""
        for f in self._list_files():
            if f.lower().endswith(".apk"):
                return True
        return False

    def _safe_extract(self, field_name, func, default=None):
        """Extract a single field, logging and returning default on failure."""
        try:
            return func()
        except Exception as e:
            self.log.warning(
                f"Error extracting APK field '{field_name}' for "
                f"{self.hash.sha256}: {e}"
            )
            return default

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

        package_name = self._safe_extract(
            "package_name", lambda: self.apk.get_package()
        )
        app_name = self._safe_extract(
            "app_name", lambda: self.apk.get_app_name()
        )

        def _get_version_code():
            try:
                return int(self.apk.get_androidversion_code() or 0)
            except (ValueError, TypeError):
                return 0

        version_code = self._safe_extract("version_code", _get_version_code)
        version_name = self._safe_extract(
            "version_name", lambda: self.apk.get_androidversion_name()
        )

        def _get_sdk(getter):
            val = getter()
            return int(val) if val else None

        min_sdk = self._safe_extract(
            "min_sdk_version", lambda: _get_sdk(self.apk.get_min_sdk_version)
        )
        target_sdk = self._safe_extract(
            "target_sdk_version", lambda: _get_sdk(self.apk.get_target_sdk_version)
        )
        compile_sdk = self._safe_extract(
            "compile_sdk_version",
            lambda: _get_sdk(self.apk.get_effective_target_sdk_version),
        )

        main_activity = self._safe_extract(
            "main_activity", lambda: self.apk.get_main_activity()
        )

        is_debuggable = self._safe_extract(
            "is_debuggable",
            lambda: self.apk.get_attribute_value(
                "application", "debuggable"
            ) == "true",
            False,
        )
        allow_backup = self._safe_extract(
            "allow_backup",
            lambda: self.apk.get_attribute_value(
                "application", "allowBackup"
            ) != "false",
            True,
        )
        uses_cleartext = self._safe_extract(
            "uses_cleartext_traffic",
            lambda: self.apk.get_attribute_value(
                "application", "usesCleartextTraffic"
            ) == "true",
            False,
        )

        supported_abis = self._safe_extract(
            "supported_abis", self._extract_supported_abis, []
        )
        dex_count, total_dex_size = self._safe_extract(
            "dex_files", self._count_dex_files, (0, 0)
        )
        all_files = self._safe_extract("file_list", self._list_files, [])
        total_file_count = len(all_files)
        has_native_code = any(
            f.startswith("lib/") and f.endswith(".so") for f in all_files
        )
        has_assets = any(f.startswith("assets/") for f in all_files)
        contains_embedded_apk = self._safe_extract(
            "contains_embedded_apk", self._check_embedded_apk, False
        )

        uses_libraries = self._safe_extract(
            "uses_libraries",
            lambda: list(self.apk.get_libraries() or []),
            [],
        )

        earliest_mod, latest_mod = self._safe_extract(
            "zip_timestamps", self._extract_zip_timestamps, (None, None)
        )

        self.apk_features = APKFeatures(
            package_name=package_name,
            app_name=app_name,
            version_code=version_code,
            version_name=version_name,
            min_sdk_version=min_sdk,
            target_sdk_version=target_sdk,
            compile_sdk_version=compile_sdk,
            main_activity=main_activity,
            is_debuggable=is_debuggable,
            allow_backup=allow_backup,
            uses_cleartext_traffic=uses_cleartext,
            supported_abis=supported_abis,
            dex_count=dex_count,
            total_dex_size=total_dex_size,
            total_file_count=total_file_count,
            has_native_code=has_native_code,
            has_assets=has_assets,
            uses_libraries=uses_libraries,
            earliest_content_modification=earliest_mod,
            latest_content_modification=latest_mod,
            contains_embedded_apk=contains_embedded_apk,
        )
        return self.apk_features

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

            f = self.apk_features
            current_time = datetime.now(timezone.utc)
            data = [[
                self.sha256,
                f.package_name,
                f.app_name,
                f.version_code,
                f.version_name,
                f.min_sdk_version,
                f.target_sdk_version,
                f.compile_sdk_version,
                f.main_activity,
                int(f.is_debuggable),
                int(f.allow_backup),
                int(f.uses_cleartext_traffic),
                f.supported_abis,
                f.dex_count,
                f.total_dex_size,
                f.total_file_count,
                int(f.has_native_code),
                int(f.has_assets),
                f.uses_libraries,
                f.earliest_content_modification,
                f.latest_content_modification,
                int(f.contains_embedded_apk),
                current_time,
            ]]

            column_names = [
                "sha256",
                "package_name", "app_name", "version_code", "version_name",
                "min_sdk_version", "target_sdk_version", "compile_sdk_version",
                "main_activity",
                "is_debuggable", "allow_backup", "uses_cleartext_traffic",
                "supported_abis",
                "dex_count", "total_dex_size", "total_file_count",
                "has_native_code", "has_assets",
                "uses_libraries",
                "earliest_content_modification", "latest_content_modification",
                "contains_embedded_apk",
                "analysis_date",
            ]

            column_type_names = [
                "FixedString(64)",
                "Nullable(String)", "Nullable(String)", "Nullable(UInt32)", "Nullable(String)",
                "Nullable(UInt16)", "Nullable(UInt16)", "Nullable(UInt16)",
                "Nullable(String)",
                "UInt8", "UInt8", "UInt8",
                "Array(String)",
                "UInt16", "UInt64", "UInt32",
                "UInt8", "UInt8",
                "Array(String)",
                "Nullable(String)", "Nullable(String)",
                "UInt8",
                "DateTime64(3, 'UTC')",
            ]

            return (data, column_names, column_type_names)

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