Olfa Jemai

47 papers B 8C 20Journal 14Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Displays
Nozha Jlidi, Sameh Kouni, Olfa Jemai, Tahani Bouchrika
2025 J jnl
Multim. Tools Appl.
Karim Haddada, Mohamed Ibn Khedher, Olfa Jemai
2025 B conf
KES
Chaima Bouhlila, Fatma Achour, Olfa Jemai
2025 J jnl
Circuits Syst. Signal Process.
Nozha Jlidi, Olfa Jemai, Tahani Bouchrika
2025 B conf
KES
Intissar Hilali, Nozha Jlidi, Olfa Jemai, Ridha Ejbali
2024 C conf
HSI
Karim Haddada, Mohamed Ibn Khedher, Olfa Jemai, Sarra Iben Khedher, Mounim A. El-Yacoubi
2024 C conf
HSI
Khaoula Ajroudi, Mohamed Ibn Khedher, Olfa Jemai, Mounim A. El-Yacoubi
2024 J jnl
J. Univers. Comput. Sci.
Nozha Jlidi, Sameh Kouni, Olfa Jemai, Tahani Bouchrika
2024 C conf
HSI
Wafa Ben Taleb, Olfa Jemai
2024 J jnl
Multim. Tools Appl.
Sameh Ben Hamida, Sana Ben Hamida, Ahmed Snoun, Olfa Jemai, Abderrazek Jemai
2023 C conf
INISTA
Ahmed Zaghdoud, Olfa Jemai
2023 C conf
CW
Karim Haddada, Mohamed Ibn Khedher, Olfa Jemai
2023 J jnl
Neural Comput. Appl.
Ahmed Snoun, Tahani Bouchrika, Olfa Jemai
2022 J jnl
J. Signal Process. Syst.
Ahmed Snoun, Tahani Bouchrika, Ines Teyeb, Olfa Jemai
2022 B conf
ICCCI
Ahmed Snoun, Tahani Bouchrika, Olfa Jemai
2022 C conf
ICMV
Bouthaina Souid, Samah Yahia, Tahani Bouchrika, Olfa Jemai
2022 C conf
CoDIT
Wafa Ben Taleb, Ahmed Snoun, Tahani Bouchrika, Olfa Jemai
2022 C conf
ICPRAM
Ahmed Snoun, Tahani Bouchrika, Olfa Jemai
2021 J jnl
Multim. Tools Appl.
Ahmed Snoun, Nozha Jlidi, Tahani Bouchrika, Olfa Jemai, Mourad Zaied
2020 C conf
HIS
Rimeh Jarray, Ahmed Snoun, Tahani Bouchrika, Olfa Jemai
2019 C conf
ICMV
Nozha Jlidi, Ahmed Snoun, Tahani Bouchrika, Olfa Jemai, Mourad Zaied
2018 J jnl
Multim. Tools Appl.
Tahani Bouchrika, Olfa Jemai, Mourad Zaied, Chokri Ben Amar
2017 conf
ICONIP (4)
Ahmed Snoun, Ines Teyeb, Olfa Jemai, Mourad Zaied
2016 B conf
SMC
Fatma Guesmi, Tahani Bouchrika, Olfa Jemai, Mourad Zaied, Chokri Ben Amar
2016 C conf
ICMV
Siwar Yahia, Salwa Said, Olfa Jemai, Mourad Zaied, Chokri Ben Amar
2016 B conf
SMC
Salwa Said, Olfa Jemai, Salima Hassairi, Ridha Ejbali, Mourad Zaied, Chokri Ben Amar
2015 C conf
ICMV
Salwa Said, Olfa Jemai, Mourad Zaied, Chokri Ben Amar
2015 C conf
ICMV
Ines Teyeb, Olfa Jemai, Mourad Zaied, Chokri Ben Amar
2015 C conf
ISDA
Ridha Ejbali, Olfa Jemai, Mourad Zaied, Chokri Ben Amar
2015 B conf
ICTAI
Tahani Bouchrika, Olfa Jemai, Mourad Zaied, Chokri Ben Amar
2015 C conf
ICMV
Tahani Bouchrika, Olfa Jemai, Mourad Zaied, Chokri Ben Amar
2015 C conf
ISDA
Ines Teyeb, Olfa Jemai, Mourad Zaied, Chokri Ben Amar
2015 C conf
ISDA
Salwa Said, Olfa Jemai, Mourad Zaied, Chokri Ben Amar
2014 C conf
IDEAL
Ines Teyeb, Olfa Jemai, Mourad Zaied, Chokri Ben Amar
2014 C conf
IDEAL
Tahani Bouchrika, Olfa Jemai, Mourad Zaied, Chokri Ben Amar
2014 conf
IISA
Tahani Bouchrika, Olfa Jemai, Mourad Zaied, Chokri Ben Amar
2014 conf
IISA
Ines Teyeb, Olfa Jemai, Mourad Zaied, Chokri Ben Amar
2014 C conf
ICMV
Olfa Jemai, Ridha Ejbali, Mourad Zaied, Chokri Ben Amar
2014 B conf
SMC
Tahani Bouchrika, Olfa Jemai, Mourad Zaied, Chokri Ben Amar
2014 conf
SoCPaR
Sana Othman, Olfa Jemai, Mourad Zaied, Chokri Ben Amar
2014 J jnl
Multim. Tools Appl.
Tahani Bouchrika, Mourad Zaied, Olfa Jemai, Chokri Ben Amar
2014 conf
SoCPaR
Olfa Jemai, Tahani Bouchrika, Mourad Zaied, Chokri Ben Amar
2013 J jnl
Int. J. Recent Contributions Eng. Sci. IT
Olfa Jemai, Ines Teyeb, Tahani Bouchrika, Chokri Ben Amar
2011 J jnl
Int. J. Wavelets Multiresolution Inf. Process.
Mourad Zaied, Salwa Said, Olfa Jemai, Chokri Ben Amar
2011 J jnl
Int. J. Pattern Recognit. Artif. Intell.
Olfa Jemai, Mourad Zaied, Chokri Ben Amar, Mohamed Adel Alimi
2011 J jnl
Int. J. Wavelets Multiresolution Inf. Process.
Olfa Jemai, Mourad Zaied, Chokri Ben Amar, Mohamed Adel Alimi
2010 B conf
IJCNN
Olfa Jemai, Mourad Zaied, Chokri Ben Amar, Adel M. Alimi
redb/extractors/apk_extractors/apk_inconsistency_tests.py
← Index redb/extractors/apk_extractors/apk_inconsistency_tests.py python
import inspect
import re
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 APKInconsistencyTests

# Emulator detection indicator strings
EMULATOR_INDICATORS = {
    "generic", "sdk", "google_sdk", "Emulator",
    "goldfish", "ranchu", "Andy", "Genymotion",
    "BlueStacks", "nox", "ttVM_Hdragon",
}

# Root detection indicator strings
ROOT_INDICATORS = {
    "/system/app/Superuser.apk",
    "/system/xbin/su",
    "/system/bin/su",
    "com.noshufou.android.su",
    "com.thirdparty.superuser",
    "eu.chainfire.supersu",
    "com.koushikdutta.superuser",
    "com.topjohnwu.magisk",
}

# Standard DEX filename pattern
STANDARD_DEX_PATTERN = re.compile(r"^classes\d*\.dex$")


class APKInconsistencyTestsExtractor(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.test_results = None
        self.log.debug(inspect.currentframe().f_code.co_name)

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

    def _test_zip_bomb(self):
        """Check if any ZIP entry has compression ratio > 100:1."""
        try:
            zf = self._get_zip_file()
            if not zf:
                return None
            with zf:
                for info in zf.infolist():
                    if info.compress_size > 0:
                        ratio = info.file_size / info.compress_size
                        if ratio > 100:
                            return True
            return False
        except Exception as e:
            self.log.warning(f"Error in zip bomb test: {e}")
            return None

    def _test_zip_duplicate_entries(self):
        """Check for duplicate filenames in ZIP directory."""
        try:
            zf = self._get_zip_file()
            if not zf:
                return None
            with zf:
                names = [info.filename for info in zf.infolist()]
                return len(names) != len(set(names))
        except Exception as e:
            self.log.warning(f"Error in duplicate entries test: {e}")
            return None

    def _test_zip_path_traversal(self):
        """Check for path traversal (../) in ZIP entry names."""
        try:
            for f in self._list_files():
                if ".." in f or f.startswith("/"):
                    return True
            return False
        except Exception as e:
            self.log.warning(f"Error in path traversal test: {e}")
            return None

    def _test_zip_suspicious_timestamps(self):
        """Check for timestamps at epoch (1980) or in the future."""
        try:
            zf = self._get_zip_file()
            if not zf:
                return None
            now = datetime.now()
            with zf:
                for info in zf.infolist():
                    try:
                        dt = datetime(*info.date_time)
                        if dt.year <= 1980 or dt > now:
                            return True
                    except (ValueError, TypeError):
                        continue
            return False
        except Exception as e:
            self.log.warning(f"Error in suspicious timestamps test: {e}")
            return None

    def _test_hidden_dex_files(self):
        """Check for DEX files not matching classes*.dex pattern."""
        try:
            for f in self._list_files():
                if f.endswith(".dex"):
                    basename = f.split("/")[-1]
                    if not STANDARD_DEX_PATTERN.match(basename):
                        return True
            return False
        except Exception as e:
            self.log.warning(f"Error in hidden DEX files test: {e}")
            return None

    def _test_manifest_component_mismatch(self):
        """Check for declared components that don't exist in DEX."""
        try:
            if not self._is_valid_apk():
                return None

            # Get all class names from DEX
            dex_classes = set()
            try:
                from androguard.core.dex import DEX
                for dex_data in (self.apk.get_all_dex() or []):
                    try:
                        d = DEX(dex_data)
                        for cls in d.get_classes():
                            name = cls.get_name()
                            if name:
                                # Convert "Lcom/example/Foo;" to "com.example.Foo"
                                dex_classes.add(
                                    name[1:-1].replace("/", ".") if name.startswith("L") else name
                                )
                    except Exception:
                        continue
            except Exception:
                return None

            if not dex_classes:
                return None

            # Check manifest components against DEX classes
            components = []
            try:
                components.extend(self.apk.get_activities() or [])
                components.extend(self.apk.get_services() or [])
                components.extend(self.apk.get_receivers() or [])
                components.extend(self.apk.get_providers() or [])
            except Exception:
                return None

            for comp in components:
                if comp and comp not in dex_classes:
                    # Component might use a shorthand; check with package prefix
                    package = self.apk.get_package() or ""
                    full_name = package + comp if comp.startswith(".") else comp
                    if full_name not in dex_classes:
                        return True

            return False
        except Exception as e:
            self.log.warning(f"Error in manifest component mismatch test: {e}")
            return None

    def _test_debuggable_release(self):
        """Check android:debuggable=true combined with a release signature."""
        try:
            if not self._is_valid_apk():
                return None

            is_debuggable = self.apk.get_attribute_value(
                "application", "debuggable"
            ) == "true"

            if not is_debuggable:
                return False

            # Check if it has a signing certificate (release builds have certs)
            try:
                certs = self.apk.get_certificates()
                if certs and len(certs) > 0:
                    return True
            except Exception:
                pass

            return False
        except Exception as e:
            self.log.warning(f"Error in debuggable release test: {e}")
            return None

    def _get_dex_strings(self):
        """Get all string constants from DEX files."""
        all_strings = set()
        try:
            from androguard.core.dex import DEX
            for dex_data in (self.apk.get_all_dex() or []):
                try:
                    d = DEX(dex_data)
                    for s in d.get_strings():
                        if s:
                            all_strings.add(s)
                except Exception:
                    continue
        except Exception:
            pass
        return all_strings

    def _test_emulator_detection_strings(self):
        """Check for emulator detection patterns in DEX strings."""
        try:
            if not self._is_valid_apk():
                return None

            dex_strings = self._get_dex_strings()
            for indicator in EMULATOR_INDICATORS:
                for s in dex_strings:
                    if indicator in s:
                        return True
            return False
        except Exception as e:
            self.log.warning(f"Error in emulator detection test: {e}")
            return None

    def _test_debugger_detection(self):
        """Check for debugger detection API calls in DEX."""
        try:
            if not self._is_valid_apk():
                return None

            dex_strings = self._get_dex_strings()
            debugger_patterns = {
                "isDebuggerConnected",
                "waitingForDebugger",
                "Debug.isDebuggerConnected",
            }
            for pattern in debugger_patterns:
                for s in dex_strings:
                    if pattern in s:
                        return True
            return False
        except Exception as e:
            self.log.warning(f"Error in debugger detection test: {e}")
            return None

    def _test_root_detection(self):
        """Check for root detection patterns in DEX."""
        try:
            if not self._is_valid_apk():
                return None

            dex_strings = self._get_dex_strings()
            for indicator in ROOT_INDICATORS:
                for s in dex_strings:
                    if indicator in s:
                        return True
            return False
        except Exception as e:
            self.log.warning(f"Error in root detection test: {e}")
            return None

    def extract(self):
        if not self._is_valid_apk():
            self.log.error(f"Invalid APK for {self.hash.sha256}")
            return None

        self.test_results = APKInconsistencyTests(
            test_zip_bomb=self._test_zip_bomb(),
            test_zip_duplicate_entries=self._test_zip_duplicate_entries(),
            test_zip_path_traversal=self._test_zip_path_traversal(),
            test_zip_suspicious_timestamps=self._test_zip_suspicious_timestamps(),
            test_hidden_dex_files=self._test_hidden_dex_files(),
            test_manifest_component_mismatch=self._test_manifest_component_mismatch(),
            test_debuggable_release=self._test_debuggable_release(),
            test_emulator_detection_strings=self._test_emulator_detection_strings(),
            test_debugger_detection=self._test_debugger_detection(),
            test_root_detection=self._test_root_detection(),
        )
        return self.test_results

    def _bool_to_nullable(self, val):
        """Convert bool/None to ClickHouse Nullable(UInt8)."""
        if val is None:
            return None
        return int(val)

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

            current_time = datetime.now(timezone.utc)
            t = self.test_results

            data = [[
                self.sha256,
                self._bool_to_nullable(t.test_zip_bomb),
                self._bool_to_nullable(t.test_zip_duplicate_entries),
                self._bool_to_nullable(t.test_zip_path_traversal),
                self._bool_to_nullable(t.test_zip_suspicious_timestamps),
                self._bool_to_nullable(t.test_hidden_dex_files),
                self._bool_to_nullable(t.test_manifest_component_mismatch),
                self._bool_to_nullable(t.test_debuggable_release),
                self._bool_to_nullable(t.test_emulator_detection_strings),
                self._bool_to_nullable(t.test_debugger_detection),
                self._bool_to_nullable(t.test_root_detection),
                current_time,
            ]]

            column_names = [
                'sha256',
                'test_zip_bomb', 'test_zip_duplicate_entries',
                'test_zip_path_traversal', 'test_zip_suspicious_timestamps',
                'test_hidden_dex_files', 'test_manifest_component_mismatch',
                'test_debuggable_release', 'test_emulator_detection_strings',
                'test_debugger_detection', 'test_root_detection',
                'analysis_date',
            ]

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

            return (data, column_names, column_type_names)

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