Madalina Fiterau

47 papers A* 8A 4B 1Journal 20Unranked 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
J. Am. Medical Informatics Assoc.
Shalmali Joshi, Iñigo Urteaga, Wouter A. C. van Amsterdam, George Hripcsak, Pierre A. Elias, Benjamin R. C. Amor, Noémie Elhadad, James C. Fackler, Mark P. Sendak, Jenna Wiens, Kaivalya Deshpande, Yoav Wald, Madalina Fiterau, Zachary C. Lipton, Daniel Malinsky, Madhur Nayan, Hongseok Namkoong, Soojin Park, Julia E. Vogt, Rajesh Ranganath
2025 J jnl
CoRR
Sidong Zhang, Shiv Shankar, Trang Nguyen, Andrea Fanelli, Madalina Fiterau
2025 conf
BCB
Shiv Shankar, Madalina Fiterau
2025 J jnl
CoRR
Trang Nguyen, Jackson Michaels, Madalina Fiterau, David Jensen
2025 conf
WWW (Companion Volume)
Shiv Shankar, Ritwik Sinha, Madalina Fiterau
2025 A conf
UAI
Shiv Shankar, Ritwik Sinha, Madalina Fiterau
2025 J jnl
CoRR
Iman Deznabi, Peeyush Kumar, Madalina Fiterau
2024 A conf
AISTATS
Shiv Shankar, Ritwik Sinha, Yash Chandak, Saayan Mitra, Madalina Fiterau
2024 J jnl
CoRR
Shiv Shankar, Ritwik Sinha, Yash Chandak, Saayan Mitra, Madalina Fiterau
2024 conf
ML4H@NeurIPS
Shiv Shankar, Ritwik Sinha, Madalina Fiterau
2024 J jnl
CoRR
Purity Mugambi, Alexandra Meliou, Madalina Fiterau
2024 ed.
MLHC
Kaivalya Deshpande, Madalina Fiterau, Shalmali Joshi, Zachary C. Lipton, Rajesh Ranganath, Iñigo Urteaga
2024 A* conf
ICML
Shiv Shankar, Ritwik Sinha, Madalina Fiterau
2024 J jnl
Briefings Bioinform.
Trang Nguyen, Anthony Campbell, Ankit Kumar, Edwin Amponsah, Madalina Fiterau, Leili Shahriyari
2024 J jnl
CoRR
Iman Deznabi, Peeyush Kumar, Madalina Fiterau
2023 A conf
AISTATS
Shiv Shankar, Ritwik Sinha, Saayan Mitra, Moumita Sinha, Madalina Fiterau
2023 conf
MICCAI (7)
Ke Xiao, Erik G. Learned-Miller, Evangelos Kalogerakis, James Priest, Madalina Fiterau
2023 J jnl
CoRR
Ke Xiao, Erik G. Learned-Miller, Evangelos Kalogerakis, James Priest, Madalina Fiterau
2023 ed.
MLHC
Kaivalya Deshpande, Madalina Fiterau, Shalmali Joshi, Zachary C. Lipton, Rajesh Ranganath, Iñigo Urteaga, Serene Yeung
2023 conf
CHIL
Iman Deznabi, Madalina Fiterau
2023 J jnl
CoRR
Iman Deznabi, Madalina Fiterau
2022 A* conf
ICML
Nicholas Polosky, Bruno C. da Silva, Madalina Fiterau, Jithin Jagannath
2022 J jnl
CoRR
Shiv Shankar, Laure Thompson, Madalina Fiterau
2021 A conf
AISTATS
Edmond Cunningham, Madalina Fiterau
2021 J jnl
Digit. Gov. Res. Pract.
Iman Deznabi, Tamanna Motahar, Ali Sarvghad, Madalina Fiterau, Narges Mahyar
2021 conf
ACL/IJCNLP (Findings)
Iman Deznabi, Mohit Iyyer, Madalina Fiterau
2020 J jnl
CoRR
Purva Pruthi, Javier González, Xiaoyu Lu, Madalina Fiterau
2019 J jnl
CoRR
Ziqiang Guan, Ritesh Kumar, Yi Ren Fung, Yeahuay Wu, Madalina Fiterau
2019 J jnl
CoRR
Yi Ren Fung, Ziqiang Guan, Ritesh Kumar, Yeahuay Joie Wu, Madalina Fiterau
2019 conf
MLHC
Surya Teja Devarakonda, Yeahuay Joie Wu, Yi Ren Fung, Madalina Fiterau
2019 J jnl
CoRR
Yeahuay Joie Wu, Surya Teja Devarakonda, Madalina Fiterau
2019 J jnl
CoRR
Bhanu Pratap Singh, Iman Deznabi, Bharath Narasimhan, Bryon Kucharski, Rheeya Uppaal, Akhila Josyula, Madalina Fiterau
2019 conf
CVPR Workshops
Debasmita Ghose, Shasvat Mukeshkumar Desai, Sneha Bhattacharya, Deep Chakraborty, Madalina Fiterau, Tauhidur Rahman
2019 J jnl
CoRR
Debasmita Ghose, Shasvat Mukeshkumar Desai, Sneha Bhattacharya, Deep Chakraborty, Madalina Fiterau, Tauhidur Rahman
2019 J jnl
CoRR
Abhinav Shaw, Natcha Simsiri, Iman Deznaby, Madalina Fiterau, Tauhidur Rahman
2018 J jnl
CoRR
Natalia Antropova, Andrew L. Beam, Brett K. Beaulieu-Jones, Irene Chen, Corey Chivers, Adrian V. Dalca, Samuel G. Finlayson, Madalina Fiterau, Jason Alan Fries, Marzyeh Ghassemi, Mike Hughes, Bruno Jedynak, Jasvinder S. Kandola, Matthew B. A. McDermott, Tristan Naumann, Peter Schulam, Farah Shamout, Alexandre Yahi
2017 conf
MLHC
Madalina Fiterau, Suvrat Bhooshan, Jason A. Fries, Charles Bournhonesque, Jennifer L. Hicks, Eni Halilaj, Christopher Ré, Scott L. Delp
2016 A* conf
IJCAI
Peter Kontschieder, Madalina Fiterau, Antonio Criminisi, Samuel Rota Bulò
2016 A* conf
IJCAI
Donghan Wang, Madalina Fiterau, Artur Dubrawski
2015 A* conf
AAAI
Madalina Fiterau, Artur Dubrawski
2015 A* conf
ICCV
Peter Kontschieder, Madalina Fiterau, Antonio Criminisi, Samuel Rota Bulò
2015
Madalina Fiterau
2015 A* conf
AAAI
Nick Gisolfi, Madalina Fiterau, Artur Dubrawski
2015 A* conf
AAAI
Matt Barnes, Nick Gisolfi, Madalina Fiterau, Artur Dubrawski
2013 conf
ICMLA (1)
Madalina Fiterau, Artur Dubrawski
2012 conf
NIPS
Madalina Fiterau, Artur Dubrawski
2009 B conf
LCN
Madalina Fiterau, Olga Ormond, Gabriel-Miro Muntean
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"