Wayne Daley

15 papers A 1B 1C 2Journal 2Unranked 8
YearRankTypeTitle / Venue / Authors
2017 J jnl
IEEE ACM Trans. Audio Speech Lang. Process.
Brandon T. Carroll, Bradley M. Whitaker, Wayne Daley, David V. Anderson
2016 conf
GlobalSIP
Muhammad Rizwan, Brandon T. Carroll, David V. Anderson, Wayne Daley, Simeon Harbert, Douglas F. Britton, Mark W. Jackwood
2015 conf
Video Surveillance and Transportation Imaging Applications
Colin T. Usher, Wayne Daley
2014 conf
GlobalSIP
Ryan R. Curtin, Wayne Daley, David V. Anderson
2014 conf
GlobalSIP
Brandon T. Carroll, David V. Anderson, Wayne Daley, Simeon Harbert, Douglas F. Britton, Mark W. Jackwood
2014 conf
GlobalSIP
Colin T. Usher, Wayne Daley, Bruce Webster, Casey Ritz
2014 conf
GlobalSIP
Bradley M. Whitaker, Brandon T. Carroll, Wayne Daley, David V. Anderson
2013 conf
Video Surveillance and Transportation Imaging Applications
Wayne Daley, Colin T. Usher, Omar Arif, John M. Stewart, Jack W. Wood, John Turgeson, Erin Hanson
2010 C conf
ICMLA
Omar Arif, Patricio A. Vela, Wayne Daley
2010 B conf
ICIP
Omar Arif, Wayne Daley, Patricio A. Vela, Jochen Teizer, John M. Stewart
2007 J jnl
IEEE Trans Autom. Sci. Eng.
Kok-Meng Lee, Qiang Li, Wayne Daley
2004
Wayne Daley
2003 C conf
ICVS
Yuhua Ding, George J. Vachtsevanos, Anthony J. Yezzi, Wayne Daley, Bonnie S. Heck-Ferri
2003 conf
ICASSP (5)
Yuhua Ding, George J. Vachtsevanos, Anthony J. Yezzi Jr., Wayne Daley, Bonnie S. Heck-Ferri
2003 A conf
ICME
Yuhua Ding, George J. Vachtsevanos, Anthony J. Yezzi Jr., Wayne Daley, Bonnie S. Heck-Ferri
redb/extractors/apk_extractors/apk_permissions.py
← Index redb/extractors/apk_extractors/apk_permissions.py python
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 APKPermissions, APKPermission

# Known dangerous permissions (Android runtime permissions)
DANGEROUS_PERMISSIONS = {
    "android.permission.READ_CALENDAR",
    "android.permission.WRITE_CALENDAR",
    "android.permission.CAMERA",
    "android.permission.READ_CONTACTS",
    "android.permission.WRITE_CONTACTS",
    "android.permission.GET_ACCOUNTS",
    "android.permission.ACCESS_FINE_LOCATION",
    "android.permission.ACCESS_COARSE_LOCATION",
    "android.permission.ACCESS_BACKGROUND_LOCATION",
    "android.permission.RECORD_AUDIO",
    "android.permission.READ_PHONE_STATE",
    "android.permission.READ_PHONE_NUMBERS",
    "android.permission.CALL_PHONE",
    "android.permission.ANSWER_PHONE_CALLS",
    "android.permission.ADD_VOICEMAIL",
    "android.permission.USE_SIP",
    "android.permission.BODY_SENSORS",
    "android.permission.SEND_SMS",
    "android.permission.RECEIVE_SMS",
    "android.permission.READ_SMS",
    "android.permission.RECEIVE_WAP_PUSH",
    "android.permission.RECEIVE_MMS",
    "android.permission.READ_EXTERNAL_STORAGE",
    "android.permission.WRITE_EXTERNAL_STORAGE",
    "android.permission.READ_MEDIA_IMAGES",
    "android.permission.READ_MEDIA_VIDEO",
    "android.permission.READ_MEDIA_AUDIO",
    "android.permission.POST_NOTIFICATIONS",
    "android.permission.NEARBY_WIFI_DEVICES",
    "android.permission.ACTIVITY_RECOGNITION",
    "android.permission.BLUETOOTH_SCAN",
    "android.permission.BLUETOOTH_ADVERTISE",
    "android.permission.BLUETOOTH_CONNECT",
}


class APKPermissionsExtractor(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.permissions_data = None
        self.log.debug(inspect.currentframe().f_code.co_name)

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

    def _get_protection_level(self, perm_name):
        """Determine the protection level of a permission.

        Uses androguard's permission mappings first, falls back to the
        known dangerous list.
        """
        try:
            from androguard.core.api_specific_resources import load_permission_mappings
            target_sdk = self.apk.get_target_sdk_version()
            sdk = int(target_sdk) if target_sdk else 30
            permission_map = load_permission_mappings(sdk)
            if perm_name in permission_map:
                info = permission_map[perm_name]
                if isinstance(info, dict):
                    return info.get("protectionLevel", "unknown")
                return "unknown"
        except Exception:
            pass

        # Fallback to known dangerous set
        if perm_name in DANGEROUS_PERMISSIONS:
            return "dangerous"
        if perm_name.startswith("android.permission."):
            return "normal"
        return "unknown"

    def _compute_permhash(self):
        """Compute permhash using the permhash library."""
        try:
            from permhash.functions import permhash_apk
            return permhash_apk(self.filepath)
        except Exception as e:
            self.log.warning(f"Failed to compute permhash: {e}")
            return None

    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 permissions 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

        requested_perms = self._safe_extract(
            "requested_permissions",
            lambda: list(self.apk.get_permissions() or []), []
        )
        custom_perms = self._safe_extract(
            "custom_permissions",
            lambda: list(self.apk.get_declared_permissions() or []), []
        )
        custom_perm_set = set(custom_perms)

        permission_details = []
        dangerous_permissions = []

        for perm in requested_perms:
            try:
                protection_level = self._get_protection_level(perm)
                is_custom = perm in custom_perm_set

                permission_details.append(APKPermission(
                    permission_name=perm,
                    protection_level=protection_level,
                    is_custom=is_custom,
                ))

                if protection_level == "dangerous":
                    dangerous_permissions.append(perm)
            except Exception as e:
                self.log.warning(
                    f"Error processing permission '{perm}' for "
                    f"{self.hash.sha256}: {e}"
                )
                permission_details.append(APKPermission(
                    permission_name=perm,
                    protection_level="unknown",
                    is_custom=perm in custom_perm_set,
                ))

        permhash_value = self._compute_permhash()

        self.permissions_data = APKPermissions(
            total_permission_count=len(requested_perms),
            dangerous_permission_count=len(dangerous_permissions),
            permissions=requested_perms,
            dangerous_permissions=dangerous_permissions,
            custom_permissions=custom_perms,
            permission_details=permission_details,
            permhash=permhash_value,
        )
        return self.permissions_data

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

            current_time = datetime.now(timezone.utc)

            # One row per permission
            data = []
            for detail in self.permissions_data.permission_details:
                data.append([
                    self.sha256,
                    detail.permission_name,
                    detail.protection_level,
                    int(detail.is_custom),
                    current_time,
                ])

            if not data:
                return None

            column_names = [
                'sha256', 'permission_name', 'protection_level',
                'is_custom', 'analysis_date',
            ]

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

            return (data, column_names, column_type_names)

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