Ramgopal R. Mettu

37 papers A* 6A 3C 3Journal 15Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
CoRR
Jiarui Li, Zixiang Yin, Samuel J. Landry, Zhengming Ding, Ramgopal R. Mettu
2025 J jnl
CoRR
Jiarui Li, Zixiang Yin, Haley Smith, Zhengming Ding, Samuel J. Landry, Ramgopal R. Mettu
2025 conf
BCB
Jiarui Li, Zixiang Yin, Zhengming Ding, Samuel J. Landry, Ramgopal R. Mettu
2025 J jnl
CoRR
Jiarui Li, Zixiang Yin, Zhengming Ding, Samuel J. Landry, Ramgopal R. Mettu
2025 J jnl
CoRR
Jiarui Li, Zixiang Yin, Zhengming Ding, Samuel J. Landry, Ramgopal R. Mettu
2024 conf
AIMLSystems
Jiarui Li, Samuel J. Landry, Ramgopal R. Mettu
2024 conf
BIBM
Jiarui Li, Samuel J. Landry, Ramgopal R. Mettu
2023 conf
BIBM
Avik Bhattacharya, James O. Wrabl, Samuel J. Landry, Ramgopal R. Mettu
2022 conf
BCB
Avik Bhattacharya, Molly C. Lyons, Samuel J. Landry, Ramgopal R. Mettu
2020 A* conf
ICRA
Ki Myung Brian Lee, Wolfram Martens, Jayant Khatkar, Robert Fitch, Ramgopal R. Mettu
2020 J jnl
CoRR
Chanyeol Yoo, Samuel Lensgraf, Robert Fitch, Lee M. Clemon, Ramgopal R. Mettu
2019 J jnl
Int. J. Robotics Res.
Graeme Best, Oliver M. Cliff, Timothy Patten, Ramgopal R. Mettu, Robert Fitch
2018 A conf
IROS
Samuel Lensgraf, Ramgopal R. Mettu
2018 J jnl
Comput. Electron. Agric.
Giovanni D'Urso, Stephen L. Smith, Ramgopal R. Mettu, Timo Oksanen, Robert Fitch
2018 A* conf
ICRA
Graeme Best, Michael Forrai, Ramgopal R. Mettu, Robert Fitch
2017 A* conf
ICRA
Samuel Lensgraf, Ramgopal R. Mettu
2016 A* conf
ICRA
Samuel Lensgraf, Ramgopal R. Mettu
2016 C conf
WAFR
Graeme Best, Oliver M. Cliff, Timothy Patten, Ramgopal R. Mettu, Robert Fitch
2013 conf
BCB
Yang Lei, Ramgopal R. Mettu
2013 J jnl
CoRR
Ramgopal R. Mettu, C. Greg Plaxton
2012 J jnl
CoRR
Umut A. Acar, Alexander T. Ihler, Ramgopal R. Mettu, Özgür Sümer
2011 J jnl
J. Mach. Learn. Res.
Özgür Sümer, Umut A. Acar, Alexander T. Ihler, Ramgopal R. Mettu
2011 J jnl
J. Chem. Inf. Model.
Matthew D. Segall, Edmund J. Champness, Chris Leeding, Ryan H. Lilien, Ramgopal R. Mettu, Brian W. Stevens
2011 A* conf
AAAI
Özgür Sümer, Umut A. Acar, Alexander Ihler, Ramgopal R. Mettu
2009 J jnl
Mob. Networks Appl.
Suraj Kumar Jaiswal, Aura Ganz, Ramgopal R. Mettu
2008 A conf
UAI
Umut A. Acar, Alexander T. Ihler, Ramgopal R. Mettu, Özgür Sümer
2007 C conf
BROADNETS
Suraj Kumar Jaiswal, Aura Ganz, Ramgopal R. Mettu
2007 conf
NIPS
Özgür Sümer, Umut A. Acar, Alexander Ihler, Ramgopal R. Mettu
2007 C conf
BROADNETS
Shree Raman, Aura Ganz, Ramgopal R. Mettu
2006 J jnl
J. Comput. Biol.
Lincong Wang, Ramgopal R. Mettu, Bruce Randall Donald
2005 conf
CSB
Lincong Wang, Ramgopal R. Mettu, Bruce Randall Donald
2005 conf
ISMB (Supplement of Bioinformatics)
Ramgopal R. Mettu, Ryan H. Lilien, Bruce Randall Donald
2004 J jnl
Mach. Learn.
Ramgopal R. Mettu, C. Greg Plaxton
2003 conf
CSB
Lincong Wang, Ramgopal R. Mettu, Ryan H. Lilien, Bruce Randall Donald
2003 J jnl
SIAM J. Comput.
Ramgopal R. Mettu, C. Greg Plaxton
2002 A conf
UAI
Ramgopal R. Mettu, C. Greg Plaxton
2000 A* conf
FOCS
Ramgopal R. Mettu, C. Greg Plaxton
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"