Carlo De Michele

30 papers C 3Journal 25Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Smit Chetan Doshi, Carlo De Michele, Greta Cazzaniga, Roberto Nebuloni
2026 J jnl
CoRR
Alessandro Aiello, Andrea Palumbo, Carlo De Michele, Gennaro Coppola
2025 J jnl
J. Comput. Phys.
Alessandro Aiello, Carlo De Michele, Gennaro Coppola
2025 J jnl
CoRR
Alessandro Aiello, Carlo De Michele, Gennaro Coppola
2025 J jnl
J. Comput. Phys.
Carlo De Michele, Ayaboe K. Edoh, Gennaro Coppola
2024 J jnl
CoRR
Alessandro Aiello, Carlo De Michele, Gennaro Coppola
2024 J jnl
CoRR
Carlo De Michele, Ayaboe K. Edoh, Gennaro Coppola
2024 J jnl
J. Comput. Phys.
Carlo De Michele, Gennaro Coppola
2024 J jnl
Sensors
Seunghyun Hwang, Changhyun Jun, Carlo De Michele, Hyeon-Joon Kim, Jinwook Lee
2023 J jnl
CoRR
Carlo De Michele, Gennaro Coppola
2023 J jnl
J. Comput. Phys.
Carlo De Michele, Gennaro Coppola
2023 J jnl
Remote. Sens.
Bahareh Behkamal, Alireza Entezami, Carlo De Michele, Ali Nadir Arslan
2023 C conf
IGARSS
Renato Aurigemma, Carlo De Michele, Salvatore Falanga Bolognesi, Barbara Hirn, Valerio Pisacane, Fabiana Ravellino, Salvatore Schiano lo Moriello, Fabrizio Ferrucci
2023 J jnl
Remote. Sens.
Bahareh Behkamal, Alireza Entezami, Carlo De Michele, Ali Nadir Arslan
2023 conf
ICASSP Workshops
Filippo Giannetti, Vincenzo Lottici, Fabiola Sapienza, F. Porcú, Giacomo Roversi, P. P. Alberoni, Erika Covi, Roberto Nebuloni, Greta Cazzaniga, Carlo De Michele, Cristina Deidda, Matteo Colli, Sara Zani, Christian Gianoglio, Daniele D. Caviglia, Elisa Adirosi
2022 J jnl
Sensors
Roberto Nebuloni, Greta Cazzaniga, Michele d'Amico, Cristina Deidda, Carlo De Michele
2022 J jnl
Sensors
Alireza Entezami, Carlo De Michele, Ali Nadir Arslan, Bahareh Behkamal
2022 J jnl
Remote. Sens.
Francesco Ioli, Alberto Bianchi, Alberto Cina, Carlo De Michele, Paolo Maschio, Daniele Passoni, Livio Pinto
2022 J jnl
Remote. Sens.
Alireza Entezami, Ali Nadir Arslan, Carlo De Michele, Bahareh Behkamal
2022 C conf
IGARSS
Graciela Metternicht, Rebecca Cross, Nicola Perry, Claudia Pilon-Summons, Anna Osann, Julio Villodre, Alex Baumber, Guido D'Urso, Carlo De Michele
2021 J jnl
Remote. Sens.
Cristina Deidda, Carlo De Michele, Ali Nadir Arslan, Silvano Pecora, Nicolas Taburet
2021 J jnl
Remote. Sens.
Guido D'Urso, Salvatore Falanga Bolognesi, William P. Kustas, Kyle R. Knipper, Martha C. Anderson, Maria Mar Alsina, Christopher R. Hain, Joseph G. Alfieri, John H. Prueger, Feng Gao, Lynn G. McKee, Carlo De Michele, Andrew J. McElrone, Nicolas Bambach, Luis Sanchez, Oscar Rosario Belfiore
2020 J jnl
Remote. Sens.
Salvatore Falanga Bolognesi, Edoardo Pasolli, Oscar Rosario Belfiore, Carlo De Michele, Guido D'Urso
2019 C conf
IGARSS
Ali Nadir Arslan, Cemal Melih Tanis, Marco Bongio, Carlo De Michele
2018 J jnl
Remote. Sens.
Francesco Avanzi, Alberto Bianchi, Alberto Cina, Carlo De Michele, Paolo Maschio, Diana Pagliari, Daniele Passoni, Livio Pinto, Marco Piras, Lorenzo Rossi
2018 conf
SSP
Michele d'Amico, Luca Cerea, Carlo De Michele, Roberto Nebuloni, Mattia Cubaiu
2017 J jnl
Comput. Electron. Agric.
Fabio Terribile, Antonello Bonfante, Antonio Derossi, Roberto De Mascellis, Carlo De Michele, Giuliano Langella, Piero Manna, Florindo Antonio Mileti, Simona Vingiani, Angelo Basile
2017 J jnl
PeerJ Prepr.
Pasquale Nino, Silvia Vanino, Flavio Lupia, Guido D'Urso, Carlo De Michele, Giuseppe Pulighe, Guido Bonati
2016 J jnl
PeerJ Prepr.
Pasquale Nino, Silvia Vanino, Flavio Lupia, Giuseppe Pulighe, Carlo De Michele, Guido D'Urso
2015 J jnl
Remote. Sens.
Silvia Vanino, Giuseppe Pulighe, Pasquale Nino, Carlo De Michele, Salvatore Falanga Bolognesi, Guido D'Urso
redb/extractors/apk_extractors/apk_signature.py
← Index redb/extractors/apk_extractors/apk_signature.py python
import hashlib
import inspect
from datetime import datetime, timezone
from typing import Any, Optional, Tuple

from redb.extractors.enum import Tag
from redb.extractors.apk_extractor import APKExtractor
from redb.models.dataclasses import APKCertificate, APKCodeSigningInfo


# OID to RFC 4514 short name mapping
_OID_SHORT_NAMES = {
    '2.5.4.3': 'CN', '2.5.4.6': 'C', '2.5.4.7': 'L', '2.5.4.8': 'ST',
    '2.5.4.10': 'O', '2.5.4.11': 'OU', '1.2.840.113549.1.9.1': 'E',
    '2.5.4.5': 'SERIALNUMBER', '2.5.4.12': 'T', '2.5.4.42': 'GN',
    '2.5.4.4': 'SN', '2.5.4.9': 'STREET', '2.5.4.17': 'POSTALCODE',
}


def _asn1_name_to_rfc4514(name):
    """Convert an asn1crypto x509.Name to RFC 4514 string (CN=..., O=...)."""
    parts = []
    for rdn in name.chosen:
        for attr in rdn:
            oid = attr['type'].dotted
            val = attr['value'].native
            short = _OID_SHORT_NAMES.get(oid, oid)
            parts.append(f'{short}={val}')
    return ', '.join(parts)


class APKSignatureExtractor(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.signing_info = None
        self.log.debug(inspect.currentframe().f_code.co_name)

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

    def _detect_signature_schemes(self):
        """Detect which APK signature schemes are present."""
        schemes = []
        try:
            if self.apk.is_signed_v1():
                schemes.append(1)
        except Exception:
            pass
        try:
            if self.apk.is_signed_v2():
                schemes.append(2)
        except Exception:
            pass
        try:
            if self.apk.is_signed_v3():
                schemes.append(3)
        except Exception:
            pass
        return schemes

    def _extract_certificate_info(self, cert, source_scheme=None):
        """Extract certificate details from an androguard certificate object."""
        try:
            # Subject and Issuer — asn1crypto doesn't have rfc4514_string, convert manually
            subject = _asn1_name_to_rfc4514(cert.subject)
            issuer = _asn1_name_to_rfc4514(cert.issuer)

            # Serial number
            serial = str(cert.serial_number)

            # Validity
            valid_from = cert.not_valid_before
            valid_to = cert.not_valid_after
            if isinstance(valid_from, datetime):
                valid_from = valid_from.strftime("%Y-%m-%d %H:%M:%S")
            else:
                valid_from = str(valid_from)
            if isinstance(valid_to, datetime):
                valid_to = valid_to.strftime("%Y-%m-%d %H:%M:%S")
            else:
                valid_to = str(valid_to)

            # Thumbprints
            cert_der = cert.dump()
            thumbprint_sha1 = hashlib.sha1(cert_der).hexdigest()
            thumbprint_sha256 = hashlib.sha256(cert_der).hexdigest()

            # Algorithm
            algorithm = None
            try:
                algorithm = cert.hash_algo
            except Exception:
                try:
                    algorithm = cert.signature_algo
                except Exception:
                    pass

            # Key size
            key_size = None
            try:
                pub_key = cert.public_key
                if hasattr(pub_key, 'bit_size'):
                    key_size = pub_key.bit_size
                elif hasattr(pub_key, 'key_size'):
                    key_size = pub_key.key_size
            except Exception:
                pass

            # Self-signed check
            is_self_signed = cert.subject == cert.issuer

            return APKCertificate(
                subject=subject,
                issuer=issuer,
                serial_number=serial,
                valid_from=valid_from,
                valid_to=valid_to,
                thumbprint_sha1=thumbprint_sha1,
                thumbprint_sha256=thumbprint_sha256,
                algorithm=algorithm,
                key_size=key_size,
                is_self_signed=is_self_signed,
                certificate_source_scheme=source_scheme,
            )
        except Exception as e:
            self.log.error(f"Error extracting certificate info: {e}")
            return None

    def _get_signer_certificate(self, schemes) -> Tuple[Optional[APKCertificate], Optional[str]]:
        """Identify the actual signer certificate using V3>V2>V1 priority.

        V2/V3: certificates[0] is the signer per spec.
        V1: androguard's get_certificate() does SignerInfo matching internally.

        Returns (signer_cert_info, source_scheme) or (None, None).
        """
        # V3 takes priority (Android 9+)
        if 3 in schemes:
            try:
                certs = self.apk.get_certificates_v3()
                if certs:
                    cert_info = self._extract_certificate_info(certs[0], source_scheme='v3')
                    if cert_info:
                        return cert_info, 'v3'
            except Exception as e:
                self.log.debug(f"V3 signer extraction failed: {e}")

        # V2 next (Android 7.0+)
        if 2 in schemes:
            try:
                certs = self.apk.get_certificates_v2()
                if certs:
                    cert_info = self._extract_certificate_info(certs[0], source_scheme='v2')
                    if cert_info:
                        return cert_info, 'v2'
            except Exception as e:
                self.log.debug(f"V2 signer extraction failed: {e}")

        # V1 fallback — androguard does SignerInfo.issuerAndSerialNumber matching
        if 1 in schemes:
            try:
                names = self.apk.get_signature_names()
                if names:
                    cert = self.apk.get_certificate(names[0])
                    if cert:
                        cert_info = self._extract_certificate_info(cert, source_scheme='v1')
                        if cert_info:
                            return cert_info, 'v1'
            except Exception as e:
                self.log.debug(f"V1 signer extraction failed: {e}")

        return None, None

    def _extract_all_certificates(self, schemes):
        """Extract all certificates with their source scheme tracked.

        Uses scheme-specific methods to preserve source information,
        deduplicating by thumbprint_sha1 and merging source schemes.
        """
        # cert thumbprint -> (APKCertificate, set of source schemes)
        seen = {}

        for scheme_num, method_name in [
            (3, 'get_certificates_v3'),
            (2, 'get_certificates_v2'),
            (1, 'get_certificates_v1'),
        ]:
            if scheme_num not in schemes:
                continue
            try:
                method = getattr(self.apk, method_name, None)
                if method is None:
                    continue
                certs = method()
                if not certs:
                    continue
                for cert in certs:
                    cert_info = self._extract_certificate_info(cert, source_scheme=f'v{scheme_num}')
                    if cert_info:
                        key = cert_info.thumbprint_sha1
                        if key in seen:
                            # Merge source schemes
                            existing_cert, existing_schemes = seen[key]
                            existing_schemes.add(f'v{scheme_num}')
                        else:
                            seen[key] = (cert_info, {f'v{scheme_num}'})
            except Exception as e:
                self.log.warning(f"Error extracting v{scheme_num} certificates: {e}")

        # Build final list with merged source schemes
        result = []
        for cert_info, source_schemes in seen.values():
            cert_info.certificate_source_scheme = ','.join(sorted(source_schemes))
            result.append(cert_info)

        return result

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

        schemes = self._detect_signature_schemes()
        is_signed = len(schemes) > 0

        # Extract all certificates with source scheme tracking
        certificates = self._extract_all_certificates(schemes)

        # Identify the actual signer using V3>V2>V1 priority
        signer_cert, signer_scheme = self._get_signer_certificate(schemes)

        apk_signer_subject = signer_cert.subject if signer_cert else None
        apk_signer_issuer = signer_cert.issuer if signer_cert else None

        self.signing_info = APKCodeSigningInfo(
            _id=self.sha256,
            is_signed=is_signed,
            signature_scheme_versions=schemes,
            number_of_certificates=len(certificates),
            x509_certificates=certificates if certificates else None,
            apk_signer_subject=apk_signer_subject,
            apk_signer_issuer=apk_signer_issuer,
        )
        return self.signing_info

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

            current_time = datetime.now(timezone.utc)
            sig = self.signing_info

            # Signature summary table
            signature_data = [[
                self.sha256,
                int(sig.is_signed),
                sig.signature_scheme_versions,
                sig.number_of_certificates,
                sig.apk_signer_subject,
                sig.apk_signer_issuer,
                current_time,
            ]]

            # Certificates table (one row per certificate)
            certificates_data = []
            if sig.x509_certificates:
                for cert in sig.x509_certificates:
                    certificates_data.append([
                        self.sha256,
                        cert.subject,
                        cert.issuer,
                        cert.serial_number,
                        datetime.strptime(cert.valid_from, "%Y-%m-%d %H:%M:%S") if cert.valid_from else None,
                        datetime.strptime(cert.valid_to, "%Y-%m-%d %H:%M:%S") if cert.valid_to else None,
                        cert.thumbprint_sha1,
                        cert.algorithm,
                        cert.key_size,
                        int(cert.is_self_signed),
                        cert.certificate_source_scheme,
                        current_time,
                    ])

            return {
                'multi_table': True,
                'signature': {
                    'table': 'redb_apk_signature',
                    'data': signature_data,
                    'column_names': [
                        'sha256',
                        'is_signed', 'signature_scheme_versions',
                        'number_of_certificates',
                        'apk_signer_subject', 'apk_signer_issuer',
                        'analysis_date',
                    ],
                    'column_type_names': [
                        'FixedString(64)',
                        'UInt8', 'Array(UInt8)',
                        'UInt8',
                        'Nullable(String)', 'Nullable(String)',
                        "DateTime64(3, 'UTC')",
                    ],
                },
                'certificates': {
                    'table': 'redb_apk_certificates',
                    'data': certificates_data,
                    'column_names': [
                        'sha256', 'certificate_subject', 'certificate_issuer',
                        'certificate_serial_number',
                        'certificate_valid_from', 'certificate_valid_to',
                        'certificate_thumbprint',
                        'certificate_algorithm', 'key_size', 'is_self_signed',
                        'certificate_source_scheme',
                        'analysis_date',
                    ],
                    'column_type_names': [
                        'FixedString(64)', 'String', 'String', 'String',
                        "DateTime64(3, 'UTC')", "DateTime64(3, 'UTC')",
                        'FixedString(40)',
                        'LowCardinality(String)', 'Nullable(UInt16)', 'UInt8',
                        'LowCardinality(String)',
                        "DateTime64(3, 'UTC')",
                    ],
                },
            }

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