M. A. Hakim Newton

73 papers A* 6A 1B 8C 1Misc 1Journal 44Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Comput. Biol. Chem.
Jiffriya Mohamed Abdul Cader, M. A. Hakim Newton, Abdul Sattar
2026 J jnl
Comput. Methods Programs Biomed.
Julia Rahman, M. A. Hakim Newton, Jiffriya Mohamed Abdul Cader, Md. Khaled Ben Islam, Mohammed Eunus Ali, Abdul Sattar
2025 J jnl
CoRR
Sabin Huda, Ernest Foo, Zahra Jadidi, M. A. Hakim Newton, Abdul Sattar
2025 B conf
IEEE Big Data
Venkata Kadiyala, Md. Saiful Islam, M. A. Hakim Newton
2025 conf
PRICAI (4)
Hima Nikafshan Rad, Abdul Karim, Anne Trinh, M. A. Hakim Newton, Jarrod Trevathan, NYGC ALS Consortium, Abdul Sattar
2025 J jnl
Comput. Commun.
Tanzima Azad, M. A. Hakim Newton, Jarrod Trevathan, Abdul Sattar
2025 J jnl
Educ. Inf. Technol.
Partho Sarathi Sarker, Sumit Kumar Banshal, M. A. Hakim Newton, Sumaiya Imrose Anika, Most. Azmira Sumsee Sristy, Aisharjo Chakrobortty
2025 J jnl
J. Internet Serv. Appl.
Tanzima Azad, M. A. Hakim Newton, Jarrod Trevathan, Abdul Sattar
2024 J jnl
J. Cheminformatics
Julia Rahman, M. A. Hakim Newton, Mohammed Eunus Ali, Abdul Sattar
2024 J jnl
IEEE Internet Things J.
Tanzima Azad, M. A. Hakim Newton, Jarrod Trevathan, Abdul Sattar
2023 J jnl
Artif. Intell. Rev.
M. M. Mohamed Mufassirin, M. A. Hakim Newton, Abdul Sattar
2023 J jnl
IEEE Access
M. M. Mohamed Mufassirin, M. A. Hakim Newton, Julia Rahman, Abdul Sattar
2023 J jnl
Comput. Biol. Chem.
Julia Rahman, M. A. Hakim Newton, Md. Al Mehedi Hasan, Abdul Sattar
2023 J jnl
CoRR
Majid Namazi, M. A. Hakim Newton, Conrad Sanderson, Abdul Sattar
2023 J jnl
J. Heuristics
Majid Namazi, M. A. Hakim Newton, Conrad Sanderson, Abdul Sattar
2022 J jnl
Comput. Biol. Medicine
Julia Rahman, M. A. Hakim Newton, Md. Al Mehedi Hasan, Abdul Sattar
2022 J jnl
Inf. Sci.
Soumitra Saha, Partho Sarathi Sarker, Alam Al Saud, Swakkhar Shatabda, M. A. Hakim Newton
2022 J jnl
Comput. Biol. Chem.
M. A. Hakim Newton, Rianon Zaman, Fereshteh Mataeimoghadam, Julia Rahman, Abdul Sattar
2022 J jnl
IEEE Access
Rianon Zaman, M. A. Hakim Newton, Fereshteh Mataeimoghadam, Abdul Sattar
2022 J jnl
Comput. Biol. Chem.
M. A. Hakim Newton, Julia Rahman, Rianon Zaman, Abdul Sattar
2022 J jnl
Eng. Appl. Artif. Intell.
Md. Khaled Ben Islam, M. A. Hakim Newton, Julia Rahman, Jarrod Trevathan, Abdul Sattar
2022 J jnl
BMC Bioinform.
M. A. Hakim Newton, Fereshteh Mataeimoghadam, Rianon Zaman, Abdul Sattar
2022 Misc conf
AI
Rianon Zaman, M. A. Hakim Newton, Fereshteh Mataeimoghadam, Abdul Sattar
2021 J jnl
Comput. Oper. Res.
Vahid Riahi, M. A. Hakim Newton, Abdul Sattar
2021 J jnl
Eng. Appl. Artif. Intell.
Vahid Riahi, M. A. Hakim Newton, Abdul Sattar
2021 J jnl
Artif. Intell. Rev.
M. A. Hakim Newton, Md. Masbaul Alam, Duc Nghia Pham, John Thornton, Kaile Su, Abdul Sattar
2021 conf
PRICAI (1)
Fereshteh Mataeimoghadam, M. A. Hakim Newton, Rianon Zaman, Abdul Sattar
2020 B conf
SOCS
Majid Namazi, Conrad Sanderson, M. A. Hakim Newton, Abdul Sattar
2020 J jnl
CoRR
Majid Namazi, Conrad Sanderson, M. A. Hakim Newton, Abdul Sattar
2019 J jnl
CoRR
Majid Namazi, Conrad Sanderson, M. A. Hakim Newton, Abdul Sattar
2019 B conf
SOCS
Majid Namazi, M. A. Hakim Newton, Abdul Sattar, Conrad Sanderson
2019 J jnl
Comput. Oper. Res.
Vahid Riahi, M. A. Hakim Newton, Kaile Su, Abdul Sattar
2019 J jnl
Expert Syst. Appl.
Vahid Riahi, M. A. Hakim Newton, Md. Masbaul Alam, Kaile Su, Abdul Sattar
2019 J jnl
CoRR
Abdul Karim, Avinash Mishra, M. A. Hakim Newton, Abdul Sattar
2019 conf
PRICAI (2)
Vahid Riahi, M. A. Hakim Newton, Abdul Sattar
2019 J jnl
Comput. Oper. Res.
M. A. Hakim Newton, Vahid Riahi, Abdul Sattar
2019 J jnl
Comput. Oper. Res.
M. A. Hakim Newton, Vahid Riahi, Kaile Su, Abdul Sattar
2019 J jnl
Comput. Oper. Res.
Vahid Riahi, M. A. Hakim Newton, Md. Masbaul Alam Polash, Abdul Sattar
2019 C conf
PKAW
Abdul Karim, Jaspreet Singh, Avinash Mishra, Abdollah Dehzangi, M. A. Hakim Newton, Abdul Sattar
2019 J jnl
CoRR
Abdul Karim, Jaspreet Singh, Avinash Mishra, Abdollah Dehzangi, M. A. Hakim Newton, Abdul Sattar
2018 conf
Australasian Conference on Artificial Intelligence
Vahid Riahi, M. A. Hakim Newton, Abdul Sattar
2018 conf
Australasian Conference on Artificial Intelligence
Majid Namazi, Conrad Sanderson, M. A. Hakim Newton, Md. Masbaul Alam Polash, Abdul Sattar
2018 J jnl
CoRR
Majid Namazi, Conrad Sanderson, M. A. Hakim Newton, Md. Masbaul Alam Polash, Abdul Sattar
2018 A* conf
ICAPS
Vahid Riahi, M. A. Hakim Newton, Kaile Su, Abdul Sattar
2018 J jnl
CoRR
Abdul Karim, Avinash Mishra, M. A. Hakim Newton, Abdul Sattar
2018 conf
PRICAI (1)
Vahid Riahi, Md. Masbaul Alam, M. A. Hakim Newton, Abdul Sattar
2017 J jnl
J. Heuristics
Md. Masbaul Alam, M. A. Hakim Newton, Abdul Sattar
2017 J jnl
Constraints An Int. J.
Md. Masbaul Alam Polash, M. A. Hakim Newton, Abdul Sattar
2017 J jnl
J. Artif. Intell. Res.
Nina Ghanbari Ghooshchi, Majid Namazi, M. A. Hakim Newton, Abdul Sattar
2017 J jnl
Expert Syst. Appl.
Vahid Riahi, Mostafa Khorramizadeh, M. A. Hakim Newton, Abdul Sattar
2016 conf
Australasian Conference on Artificial Intelligence
Majid Namazi, Nina Ghanbari Ghooshchi, M. A. Hakim Newton, Abdul Sattar
2015 B conf
CPAIOR
Md. Masbaul Alam Polash, M. A. Hakim Newton, Abdul Sattar
2015 A* conf
AAAI
Nina Ghanbari Ghooshchi, Majid Namazi, M. A. Hakim Newton, Abdul Sattar
2014 J jnl
Adv. Bioinformatics
Mahmood A. Rashid, Swakkhar Shatabda, M. A. Hakim Newton, Tamjidul Hoque, Abdul Sattar
2014 B conf
PRICAI
Mahmood A. Rashid, Md. Masbaul Alam Polash, M. A. Hakim Newton, Md. Tamjidul Hoque, Abdul Sattar
2014 B conf
PRICAI
Swakkhar Shatabda, M. A. Hakim Newton, Abdul Sattar
2014 A* conf
ASE
Kushal Ahmed, M. A. Hakim Newton, Lian Wen, Abdul Sattar
2014 J jnl
Adv. Bioinformatics
Swakkhar Shatabda, M. A. Hakim Newton, Mahmood A. Rashid, Duc Nghia Pham, Abdul Sattar
2013 conf
BIOINFORMATICS
Swakkhar Shatabda, M. A. Hakim Newton, Duc Nghia Pham, Abdul Sattar
2013 J jnl
CoRR
Swakkhar Shatabda, M. A. Hakim Newton, Duc Nghia Pham, Abdul Sattar
2013 B conf
IEEE Congress on Evolutionary Computation
Mahmood A. Rashid, M. A. Hakim Newton, Tamjidul Hoque, Abdul Sattar
2013 B conf
IEEE Congress on Evolutionary Computation
Swakkhar Shatabda, M. A. Hakim Newton, Mahmood A. Rashid, Abdul Sattar
2013 conf
TrustCom/ISPA/IUCC
Mahmood A. Rashid, M. A. Hakim Newton, Md. Tamjidul Hoque, Abdul Sattar
2013 A* conf
AAAI
Swakkhar Shatabda, M. A. Hakim Newton, Abdul Sattar
2013 J jnl
CoRR
Mahmood A. Rashid, M. A. Hakim Newton, Md. Tamjidul Hoque, Abdul Sattar
2013 conf
Australasian Conference on Artificial Intelligence
Swakkhar Shatabda, M. A. Hakim Newton, Abdul Sattar
2013 A* conf
AAAI
Swakkhar Shatabda, M. A. Hakim Newton, Abdul Sattar
2013 J jnl
BMC Bioinform.
Mahmood A. Rashid, M. A. Hakim Newton, Tamjidul Hoque, Swakkhar Shatabda, Duc Nghia Pham, Abdul Sattar
2013 A conf
CP
M. A. Hakim Newton, Duc Nghia Pham, Wee Lum Tan, Marius Portmann, Abdul Sattar
2013 J jnl
BMC Bioinform.
Swakkhar Shatabda, M. A. Hakim Newton, Mahmood A. Rashid, Duc Nghia Pham, Abdul Sattar
2013 A* conf
IJCAI
Thach-Thao Nguyen Duong, Duc Nghia Pham, Abdul Sattar, M. A. Hakim Newton
2012 conf
Australasian Conference on Artificial Intelligence
Mahmood A. Rashid, Md. Tamjidul Hoque, M. A. Hakim Newton, Duc Nghia Pham, Abdul Sattar
2012 conf
BCB
Mahmood A. Rashid, Swakkhar Shatabda, M. A. Hakim Newton, Tamjidul Hoque, Duc Nghia Pham, Abdul Sattar
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"