Carolina Nobre

51 papers A* 9A 2B 1Journal 26Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
CoRR
Mengli Duan, Yuhe Jiang, Matthew Varona, Carolina Nobre
2026 J jnl
IEEE Trans. Vis. Comput. Graph.
Huichen Will Wang, Kylie R. Lin, Andrew Cohen, Ryan Kennedy, Zach Zwald, Carolina Nobre, Cindy Xiong Bearfield
2026 A conf
IUI
Runlong Ye, Naaz Sibia, Angela M. Zavaleta Bernuy, Tingting Zhu, Carolina Nobre, Viktoria Pammer-Schindler, Michael Liut
2026 J jnl
CoRR
Runlong Ye, Naaz Sibia, Angela M. Zavaleta Bernuy, Tingting Zhu, Carolina Nobre, Viktoria Pammer-Schindler, Michael Liut
2026 A conf
IUI
Oliver Huang, Muhammad Fatir, Tianyu Luo, Sangho Suh, Hariharan Subramonyam, Carolina Nobre
2026 J jnl
CoRR
Patrick Yung Kang Lee, Jessica Y. Bo, Zixin Zhao, Paula Akemi Aoyagui, Matthew Varona, Ashton Anderson, Anastasia Kuzminykh, Fanny Chevalier, Carolina Nobre
2026 A* conf
CHI
Runlong Ye, Oliver Huang, Patrick Yung Kang Lee, Michael Liut, Carolina Nobre, Ha-Kyung Kong
2026 J jnl
CoRR
Runlong Ye, Oliver Huang, Patrick Yung Kang Lee, Michael Liut, Carolina Nobre, Ha-Kyung Kong
2025 A* conf
CHI
Eric Mörth, Zona Kostic, Nils Gehlenborg, Hanspeter Pfister, Johanna Beyer, Carolina Nobre
2025 A* conf
CHI
Zach Cutler, Lane Harrison, Carolina Nobre, Alexander Lex
2025 J jnl
CoRR
Huichen Will Wang, Kylie R. Lin, Andrew Cohen, Ryan Kennedy, Zach Zwald, Carolina Nobre, Cindy Xiong Bearfield
2025 J jnl
CoRR
Naaz Sibia, Valeria Ramirez Osorio, Jessica Wen, Rutwa Engineer, Angela M. Zavaleta Bernuy, Andrew Petersen, Michael Liut, Carolina Nobre
2025 J jnl
CoRR
Oliver Huang, Patrick Yung Kang Lee, Carolina Nobre
2025 conf
Koli Calling
Naaz Sibia, Jessica Wen, Amber Richardson, Yashika Jain, Angela M. Zavaleta Bernuy, Bogdan Simion, Andrew Petersen, Carolina Nobre, Michael Liut
2025 J jnl
CoRR
Oliver Huang, Muhammad Fatir, Steven Luo, Sangho Suh, Hariharan Subramonyam, Carolina Nobre
2025 conf
SIGCSE (2)
Naaz Sibia, Angela M. Zavaleta Bernuy, Amber Richardson, Khushi Malik, Prajna Pendharkar, Carolina Nobre, Michael Liut, Andrew Petersen
2025 conf
CHI Extended Abstracts
Jack Wilburn, Hilson Shrestha, Zach Cutler, Yiren Ding, Brian C. Bollen, Carolina Nobre, Lane Harrison
2025 conf
CHIWORK (Adjunct)
Runlong Ye, Patrick Yung Kang Lee, Matthew Varona, Oliver Huang, Carolina Nobre
2025 J jnl
CoRR
Runlong Ye, Patrick Yung Kang Lee, Matthew Varona, Oliver Huang, Carolina Nobre
2025 J jnl
CoRR
Runlong (Harry) Ye, Matthew Varona, Oliver Huang, Patrick Yung Kang Lee, Michael Liut, Carolina Nobre
2025 J jnl
Comput. Graph. Forum
Fernando J. Yanez, Cristina Conati, Alvitta Ottley, Carolina Nobre
2025 J jnl
CoRR
Matthew Varona, Karen Bonilla, Maryam Hedayati, Alark Joshi, Lane Harrison, Matthew Kay, Carolina Nobre
2025 J jnl
CoRR
Matthew Varona, Maryam Hedayati, Matthew Kay, Carolina Nobre
2025 J jnl
CoRR
Oliver Huang, Carolina Nobre
2025 J jnl
CoRR
Oliver Huang, Carolina Nobre
2024 conf
ICER (1)
Naaz Sibia, Angela M. Zavaleta Bernuy, Tiana V. Simovic, Chloe Huang, Yinyue Tan, Eunchae Seong, Carolina Nobre, Daniel Zingaro, Michael Liut, Andrew Petersen
2024 conf
Koli Calling
Naaz Sibia, Valeria Ramirez Osorio, Angela M. Zavaleta Bernuy, Efthimia Aivaloglou, Rutwa Engineer, Andrew Petersen, Michael Liut, Carolina Nobre
2024 A* conf
CHI
Carolina Nobre, Kehang Zhu, Eric Mörth, Hanspeter Pfister, Johanna Beyer
2024 conf
MLVis@EuroVis
Fernando J. Yanez, Carolina Nobre
2024 J jnl
IEEE Trans. Vis. Comput. Graph.
Hamza Elhamdadi, Adam Stefkovics, Johanna Beyer, Eric Mörth, Hanspeter Pfister, Cindy Xiong Bearfield, Carolina Nobre
2024 A* conf
CHI
Taneea S. Agrawaal, Aarjav Chauhan, Carolina Nobre, Robert Soden
2023 conf
IEEE VIS (Short Papers)
Malchiel Rodrigues, Joel Dapello, Priyan Vaithilingam, Carolina Nobre, Johanna Beyer
2023 J jnl
CoRR
Hamza Elhamdadi, Adam Stefkovics, Johanna Beyer, Eric Mörth, Cindy Xiong Bearfield, Carolina Nobre
2023 conf
IEEE VIS (Short Papers)
Abhishek Madan, Carolina Nobre
2023 conf
IEEE VIS (Short Papers)
Yiren Ding, Jack Wilburn, Hilson Shrestha, Akim Ndlovu, Kiran Gadhave, Carolina Nobre, Alexander Lex, Lane Harrison
2022 A* conf
CHI
Yalong Yang, Wenyu Xia, Fritz Lekschas, Carolina Nobre, Robert Krüger, Hanspeter Pfister
2022 J jnl
CoRR
Yalong Yang, Wenyu Xia, Fritz Lekschas, Carolina Nobre, Robert Krüger, Hanspeter Pfister
2021 B conf
PacificVis
Spandan Madan, Zoya Bylinskii, Carolina Nobre, Matthew Tancik, Adrià Recasens, Kimberli Zhong, Sami Alsheikh, Aude Oliva, Frédo Durand, Hanspeter Pfister
2021 J jnl
Inf. Vis.
Kiran Gadhave, Jochen Görtler, Zach Cutler, Carolina Nobre, Oliver Deussen, Miriah Meyer, Jeff M. Phillips, Alexander Lex
2021 A* conf
CHI
Tica Lin, Rishi Singh, Yalong Yang, Carolina Nobre, Johanna Beyer, Maurice A. Smith, Hanspeter Pfister
2021 J jnl
CoRR
Tica Lin, Rishi Singh, Yalong Yang, Carolina Nobre, Johanna Beyer, Maurice A. Smith, Hanspeter Pfister
2021 A* conf
CHI
Carolina Nobre, Dylan Wootton, Zach Cutler, Lane Harrison, Hanspeter Pfister, Alexander Lex
2020 A* conf
CHI
Carolina Nobre, Dylan Wootton, Lane Harrison, Alexander Lex
2020
Visualizing Multivariate Networks.
Carolina Nobre
2019 J jnl
IEEE Trans. Vis. Comput. Graph.
Carolina Nobre, Marc Streit, Alexander Lex
2019 J jnl
IEEE Trans. Vis. Comput. Graph.
Carolina Nobre, Nils Gehlenborg, Hilary Coon, Alexander Lex
2019 conf
VAST
Alex Bigelow, Carolina Nobre, Miriah Meyer, Alexander Lex
2019 J jnl
Comput. Graph. Forum
Carolina Nobre, Miriah D. Meyer, Marc Streit, Alexander Lex
2018 J jnl
CoRR
Carolina Nobre, Marc Streit, Alexander Lex
2018 J jnl
CoRR
Alex Bigelow, Carolina Nobre, Miriah D. Meyer, Alexander Lex
2015 conf
EuroVis (Short Papers)
Carolina Nobre, Alexander Lex
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"