Naomi Yagi

42 papers A* 2B 9Misc 10Journal 8Unranked 12
YearRankTypeTitle / Venue / Authors
2025 B conf
SMC
Naomi Yagi, Katsuya Nakamura, Shinsuke Nagami, Syoji Kobashi
2025 J jnl
CoRR
Siam Tahsin Bhuiyan, Rashedur Rahman, Sefatul Wasi, Naomi Yagi, Syoji Kobashi, Ashraful Islam, Saadia Binte Alam
2024 Misc conf
ICMLC
Akihiko Yoshida, Yoshimichi Kobayashi, Naomi Yagi, Yasumitsu Fujii, Hironobu Shibutani, Yoshiaki Saji, Yoshitada Sakai, Yutaka Hata
2024 Misc conf
ICMLC
Yuki Adachi, Naomi Yagi, Yasuhiro Ohara, Keisuke Doi, Yukiko Takaya, Kohei Yamaguchi, Shimpei Mizuta, Masakazu Doshida, Takumi Takeuchi, Hidehiko Matsubayashi, Tomomoto Ishikawa, Yutaka Hata
2024 B conf
SMC
Naomi Yagi, Ryosuke Nishihara, Naoko Kawamura, Hitoshi Maezawa, Hideki Kashioka, Masayuki Hirata, Toshio Yanagida, Yoshitada Sakai, Yutaka Hata
2023 J jnl
J. Adv. Comput. Intell. Intell. Informatics
Naomi Yagi, Yutaka Hata, Yoshitada Sakai
2023 Misc conf
ICMLC
Takumi Ueyama, Naomi Yagi, Yasumitsu Fujii, Hironobu Shibutani, Yoshimichi Kobayashi, Yoshiaki Saji, Yoshitada Sakai, Yutaka Hata
2023 J jnl
J. Adv. Comput. Intell. Intell. Informatics
Rashedur Rahman, Naomi Yagi, Keigo Hayashi, Akihiro Maruo, Hirotsugu Muratsu, Syoji Kobashi
2023 Misc conf
ICMLC
Kohei Hayashi, Risa Harada, Naomi Yagi, Yutaka Hata, Yoshiaki Saji, Yoshitada Sakai
2022 Misc conf
ICMLC
Naomi Yagi, Yutaka Hata, Yoshitada Sakai
2022 Misc conf
ICMLC
Takumi Ueyama, Yohei Kumabe, Keisuke Oe, Tomoaki Fukui, Takahiro Niikura, Ryosuke Kuroda, Masakazu Morimoto, Naomi Yagi, Yutaka Hata
2022 conf
LifeTech
Naoto Yamamoto, Daisuke Fujita, Md. Rashedur Rahman, Naomi Yagi, Keigo Hayashi, Akihiro Maruo, Hirotsugu Muratsu, Syoji Kobashi
2022 Misc conf
ICMLC
Kohei Hayashi, Naomi Yagi, Yutaka Hata, Yoshiaki Saji, Yoshitada Sakai
2021 Misc conf
ICMLC
Naoto Yamamoto, Daisuke Fujita, Md. Rashedur Rahman, Naomi Yagi, Keigo Hayashi, Akihiro Maruo, Hirotsugu Muratsu, Shoji Kobashi
2021 Misc conf
ICMLC
Takumi Ueyama, Yohei Kumabe, Keisuke Oe, Tomoaki Fukui, Takahiro Niikura, Ryosuke Kuroda, Masakazu Morimoto, Naomi Yagi, Yutaka Hata
2021 conf
WAC
Yuma Iseri, Yutaka Hata, Naomi Yagi, Yoshiaki Saji, Yoshitada Sakai
2021 conf
CYBCONF
Shuri Nakamura, Yutaka Hata, Naomi Yagi, Naoko Kawamura, Hideki Kashioka, Toshio Yanagida, Masayuki Hirata, Hitoshi Maezawa, Yoshitada Sakai
2020 A* conf
CcS
Naoto Yamamoto, Rashedur Rahman, Naomi Yagi, Keigo Hayashi, Akihiro Maruo, Hirotsugu Muratsu, Syoji Kobashi
2020 conf
LifeTech
Yuki Kubo, Manabu Nii, Tomoyuki Muto, Hiroshi Tanaka, Hiroaki Inui, Naomi Yagi, Katsuya Nobuhara, Syoji Kobashi
2020 conf
SCIS/ISIS
Kota Motoki, Fahad Parvez Mahdi, Naomi Yagi, Manabu Nii, Syoji Kobashi
2020 conf
ISMVL
Fahad Parvez Mahdi, Naomi Yagi, Syoji Kobashi
2020 A* conf
CcS
Kohei Nakatsu, Kento Morita, Naomi Yagi, Syoji Kobashi
2020 conf
ISMVL
Kazuki Otsuka, Naomi Yagi, Yuki Yamanaka, Yutaka Hata, Yoshitada Sakai
2020 conf
LifeTech
Soichi Nishio, Md Belayat Hossain, Naomi Yagi, Manabu Nii, Takafumi Hiranaka, Syoji Kobashi
2020 conf
ISMVL
Satoshi Kimura, Keisuke Oe, Yohei Kumabe, Tomoaki Fukui, Takahiro Niikura, Ryosuke Kuroda, Naomi Yagi, Yutaka Hata
2019 Misc conf
ICMLC
Naziah Tasnim, Fahad Parvez Mahdi, Saadia Binte Alam, Naomi Yagi, Akira Nakashima, Isamu Komesu, Yoshimitsu Tokunaga, Tetsuro Sakumoto, Syoji Kobashi
2019 B conf
SMC
Naomi Yagi, Manabu Nii, Syoji Kobashi
2018 J jnl
IEEE Trans. Biomed. Eng.
Katsufumi Inoue, Michifumi Yoshioka, Naomi Yagi, Shinsuke Nagami, Yoshitaka Oku
2017 J jnl
Medical Biol. Eng. Comput.
Naomi Yagi, Shinsuke Nagami, Meng-Kuan Lin, Toru Yabe, Masataka Itoda, Takahisa Imai, Yoshitaka Oku
2014 J jnl
IEICE Trans. Fundam. Electron. Commun. Comput. Sci.
Naomi Yagi, Tomomoto Ishikawa, Yutaka Hata
2014 B conf
SMC
Naomi Yagi, Ryosuke Takahashi, Hiroshi Ueno, Toru Yabe, Yoshihiko Oke, Yoshitaka Oku
2014 ch.
Advanced Intelligent Systems
Naomi Yagi, Tomomoto Ishikawa, Setsurou Imawaki, Yutaka Hata
2013 conf
EMBC
Naomi Yagi, Tomomoto Ishikawa, Kei Kuramoto, Syoji Kobashi, Yutaka Hata
2013 B conf
SMC
Naomi Yagi, Kei Kuramoto, Syoji Kobashi, Yutaka Hata, Tomomoto Ishikawa
2013 J jnl
J. Adv. Comput. Intell. Intell. Informatics
Naomi Yagi, Yoshitetsu Oshiro, Tomomoto Ishikawa, Yutaka Hata
2012 J jnl
Adv. Fuzzy Syst.
Naomi Yagi, Yutaka Hata, Nao Shibanuma
2012 conf
SCIS&ISIS
Naomi Yagi, Yoshitetsu Oshiro, Tomomoto Ishikawa, Yutaka Hata
2011 conf
RiiSS
Naomi Yagi, Yoshitetsu Oshiro, Osamu Ishikawa, Yutaka Hata, Nao Shibanuma
2011 B conf
FUZZ-IEEE
Naomi Yagi, Yutaka Hata, Nao Shibanuma
2011 B conf
SMC
Naomi Yagi, Yutaka Hata, Yoshitetsu Oshiro, Osamu Ishikawa
2010 B conf
SMC
Naomi Yagi, Yoshitetsu Oshiro, Osamu Ishikawa, Genta Hiramatsu, Yutaka Hata, Yuri T. Kitamura, Toshio Yanagida
2010 B conf
FUZZ-IEEE
Naomi Yagi, Yoshitetsu Oshiro, Osamu Ishikawa, Keisuke Oe, Yutaka Hata
redb/extractors/apk_extractors/apk_manifest.py
← Index redb/extractors/apk_extractors/apk_manifest.py python
import inspect
import json
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 APKManifest, APKManifestComponent


class APKManifestExtractor(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.manifest = None
        self.components = []
        self.log.debug(inspect.currentframe().f_code.co_name)

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

    def _is_component_exported(self, component_type, component_name):
        """Determine if a component is exported.

        Pre-API 31: exported is implicitly True if intent filters exist.
        API 31+: android:exported must be explicit; default is False.
        """
        try:
            exported_attr = None
            # Try to get the exported attribute directly from the XML
            axml = self.apk.get_android_manifest_xml()
            if axml is not None:
                for node in axml.getElementsByTagName(component_type):
                    name = node.getAttributeNS(
                        "http://schemas.android.com/apk/res/android", "name"
                    )
                    if name == component_name:
                        exported_attr = node.getAttributeNS(
                            "http://schemas.android.com/apk/res/android", "exported"
                        )
                        break
        except Exception:
            exported_attr = None

        if exported_attr == "true":
            return True
        if exported_attr == "false":
            return False

        # If not explicitly set, check for intent filters (pre-API 31 behavior)
        try:
            intent_filters = self.apk.get_intent_filters(component_type, component_name)
            if intent_filters:
                actions = intent_filters.get("action", [])
                if actions:
                    return True
        except Exception:
            pass

        return False

    def _get_intent_filters_for_component(self, component_type, component_name):
        """Get intent filters for a specific component."""
        actions = []
        categories = []
        try:
            intent_filters = self.apk.get_intent_filters(component_type, component_name)
            if intent_filters:
                actions = intent_filters.get("action", [])
                categories = intent_filters.get("category", [])
        except Exception:
            pass
        return actions, categories

    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 manifest 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

        activities = self._safe_extract(
            "activities", lambda: list(self.apk.get_activities() or []), []
        )
        services = self._safe_extract(
            "services", lambda: list(self.apk.get_services() or []), []
        )
        receivers = self._safe_extract(
            "receivers", lambda: list(self.apk.get_receivers() or []), []
        )
        providers = self._safe_extract(
            "providers", lambda: list(self.apk.get_providers() or []), []
        )

        # Build component list with intent filter info
        self.components = []
        all_actions = set()
        all_categories = set()
        exported_components = []

        component_map = [
            ("activity", activities),
            ("service", services),
            ("receiver", receivers),
            ("provider", providers),
        ]

        for comp_type, comp_list in component_map:
            for comp_name in comp_list:
                try:
                    is_exported = self._is_component_exported(comp_type, comp_name)
                    actions, categories = self._get_intent_filters_for_component(
                        comp_type, comp_name
                    )
                    all_actions.update(actions)
                    all_categories.update(categories)
                    if is_exported:
                        exported_components.append(comp_name)

                    self.components.append(APKManifestComponent(
                        component_type=comp_type,
                        class_name=comp_name,
                        is_exported=is_exported,
                        intent_actions=list(actions),
                        intent_categories=list(categories),
                    ))
                except Exception as e:
                    self.log.warning(
                        f"Error processing component '{comp_name}' for "
                        f"{self.hash.sha256}: {e}"
                    )
                    # Still add the component with minimal info
                    self.components.append(APKManifestComponent(
                        component_type=comp_type,
                        class_name=comp_name,
                        is_exported=False,
                        intent_actions=[],
                        intent_categories=[],
                    ))

        # Uses-feature
        uses_features = []
        try:
            uses_features = list(self.apk.get_features() or [])
        except Exception:
            pass

        # Meta-data
        meta_data = None
        try:
            axml = self.apk.get_android_manifest_xml()
            if axml is not None:
                md = {}
                for node in axml.getElementsByTagName("meta-data"):
                    name = node.getAttributeNS(
                        "http://schemas.android.com/apk/res/android", "name"
                    )
                    value = node.getAttributeNS(
                        "http://schemas.android.com/apk/res/android", "value"
                    )
                    resource = node.getAttributeNS(
                        "http://schemas.android.com/apk/res/android", "resource"
                    )
                    if name:
                        md[name] = value or resource or ""
                if md:
                    meta_data = md
        except Exception:
            pass

        # Full manifest XML
        manifest_xml = None
        try:
            axml = self.apk.get_android_manifest_xml()
            if axml is not None:
                manifest_xml = axml.toxml()
        except Exception:
            try:
                manifest_xml = self.apk.get_android_manifest_axml().get_xml()
                if isinstance(manifest_xml, bytes):
                    manifest_xml = manifest_xml.decode("utf-8", errors="replace")
            except Exception:
                pass

        self.manifest = APKManifest(
            activity_count=len(activities),
            service_count=len(services),
            receiver_count=len(receivers),
            provider_count=len(providers),
            activities=activities,
            services=services,
            receivers=receivers,
            providers=providers,
            exported_components=exported_components,
            intent_filters_by_action=sorted(all_actions),
            intent_filters_by_category=sorted(all_categories),
            uses_features=uses_features,
            meta_data=meta_data,
            manifest_xml=manifest_xml,
        )
        return self.manifest

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

            current_time = datetime.now(timezone.utc)
            m = self.manifest

            # Components table (one row per component)
            components_data = []
            for comp in self.components:
                components_data.append([
                    self.sha256,
                    comp.component_type,
                    comp.class_name,
                    int(comp.is_exported),
                    comp.intent_actions,
                    comp.intent_categories,
                    current_time,
                ])

            # Manifest summary table (one row per APK)
            manifest_data = [[
                self.sha256,
                m.activity_count,
                m.service_count,
                m.receiver_count,
                m.provider_count,
                m.intent_filters_by_action,
                m.intent_filters_by_category,
                m.uses_features,
                m.manifest_xml,
                current_time,
            ]]

            return {
                'multi_table': True,
                'manifest': {
                    'table': 'redb_apk_manifest',
                    'data': manifest_data,
                    'column_names': [
                        'sha256',
                        'activity_count', 'service_count', 'receiver_count', 'provider_count',
                        'intent_filters_by_action', 'intent_filters_by_category',
                        'uses_features', 'manifest_xml', 'analysis_date',
                    ],
                    'column_type_names': [
                        'FixedString(64)',
                        'UInt16', 'UInt16', 'UInt16', 'UInt16',
                        'Array(String)', 'Array(String)',
                        'Array(String)', 'Nullable(String)',
                        "DateTime64(3, 'UTC')",
                    ],
                },
                'components': {
                    'table': 'redb_apk_components',
                    'data': components_data,
                    'column_names': [
                        'sha256', 'component_type', 'class_name', 'is_exported',
                        'intent_actions', 'intent_categories', 'analysis_date',
                    ],
                    'column_type_names': [
                        'FixedString(64)', 'LowCardinality(String)', 'String', 'UInt8',
                        'Array(String)', 'Array(String)',
                        "DateTime64(3, 'UTC')",
                    ],
                },
            }

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