Carmen C. Y. Poon

57 papers A* 1C 6Journal 33Unranked 15
YearRankTypeTitle / Venue / Authors
2022 J jnl
Biomed. Signal Process. Control.
Guoqiang Geng, Yali Zheng, Jingyuan Hong, Qing Liu, Carmen C. Y. Poon
2021 J jnl
IEEE Access
Qing Liu, Yali Zheng, Yuanting Zhang, Carmen C. Y. Poon
2021 J jnl
Comput. Biol. Medicine
Jingyuan Hong, Yali Zheng, Shenghao Wu, Guoqiang Geng, Qing Liu, Carmen C. Y. Poon
2021 ch.
Computer-Aided Analysis of Gastrointestinal Videos
Ruikai Zhang, Carmen C. Y. Poon
2020 J jnl
npj Digit. Medicine
Carmen C. Y. Poon, Yuqi Jiang, Ruikai Zhang, Winnie W. Y. Lo, Maggie S. H. Cheung, Ruoxi Yu, Yali Zheng, John C. T. Wong, Qing Liu, Sunny Hei Wong, Tony Wing Chung Mak, James Yun Wong Lau
2020 A* conf
ICRA
Ruoxi Yu, Samuel L. Charreyron, Quentin Boehler, Cameron Weibel, Christophe Chautems, Carmen C. Y. Poon, Bradley J. Nelson
2020 conf
EMBC
Yali Zheng, Qing Liu, Carmen C. Y. Poon
2020 J jnl
IEEE J. Biomed. Health Informatics
Ruoxi Yu, Yali Zheng, Ruikai Zhang, Yuqi Jiang, Carmen C. Y. Poon
2019 J jnl
Inf. Fusion
Giancarlo Fortino, Hassan Ghasemzadeh, Raffaele Gravina, Peter X. Liu, Carmen C. Y. Poon, Zhelong Wang
2019 J jnl
CoRR
Ruoxi Yu, Samuel L. Charreyron, Quentin Boehler, Cameron Weibel, Carmen C. Y. Poon, Bradley J. Nelson
2018 conf
EMBC
Yali Zheng, Ruikai Zhang, Ruoxi Yu, Yuqi Jiang, Tony Wing Chung Mak, Sunny Hei Wong, James Yun Wong Lau, Carmen C. Y. Poon
2018 J jnl
Pattern Recognit.
Ruikai Zhang, Yali Zheng, Carmen C. Y. Poon, Dinggang Shen, James Yun Wong Lau
2018 C conf
BSN
Yali Zheng, Bryan P. Yan, James Yun Wong Lau, Carmen C. Y. Poon
2017 J jnl
IEEE Trans. Biomed. Eng.
Billy H. K. Leung, Carmen C. Y. Poon, Ruikai Zhang, Yali Zheng, Cecilia K. W. Chan, Philip W. Y. Chiu, James Yun Wong Lau, Joseph J. Y. Sung
2017 J jnl
IEEE J. Biomed. Health Informatics
Ruikai Zhang, Yali Zheng, Tony Wing Chung Mak, Ruoxi Yu, Sunny Hei Wong, James Yun Wong Lau, Carmen C. Y. Poon
2017 C conf
BSN
Ruoxi Yu, Tony Wing Chung Mak, Ruikai Zhang, Sunny Hei Wong, Yali Zheng, James Yun Wong Lau, Carmen C. Y. Poon
2016 J jnl
J. Medical Syst.
Yali Zheng, Carmen C. Y. Poon, Bryan P. Yan, James Yun Wong Lau
2016 C conf
CSCWD
Yali Zheng, Carmen C. Y. Poon
2015 conf
HCI (20)
Carmen C. Y. Poon, Esther Y. Y. Leung, Ka Chun Lau, Billy H. K. Leung, Yali Zheng, Philip W. Y. Chiu, Yeung Yam
2015 conf
EMBC
Cecilia K. W. Chan, Yali Zheng, Elaine H. L. Siu, Ruoxi Yu, Billy H. K. Leung, Ruikai Zhang, Carmen C. Y. Poon
2015 J jnl
IEEE J. Biomed. Health Informatics
Javier Andreu-Perez, Carmen C. Y. Poon, Robert D. Merrifield, Stephen T. C. Wong, Guang-Zhong Yang
2015 J jnl
IEEE J. Biomed. Health Informatics
R. Atun, Yves A. Lussier, Carmen C. Y. Poon, Stephen T. C. Wong, Guang-Zhong Yang
2015 J jnl
IEEE J. Biomed. Health Informatics
Walter G. Besio, Leslie Ying, Jie Liang, Nigel H. Lovell, Carmen C. Y. Poon, May D. Wang
2015 J jnl
IEEE J. Biomed. Health Informatics
Mehmet R. Yuce, Ilangko Balasingham, Yong-Kyu Yoon, Jianqing Wang, Carmen C. Y. Poon
2014 J jnl
IEEE Trans. Biomed. Eng.
Yali Zheng, Bryan P. Yan, Yuan-Ting Zhang, Carmen C. Y. Poon
2014 J jnl
IEEE Trans. Biomed. Eng.
Qing Liu, Bryan P. Yan, Cheuk-Man Yu, Yuan-Ting Zhang, Carmen C. Y. Poon
2014 C conf
BSN
Ningqi Luo, Jun Ding, Ni Zhao, Billy H. K. Leung, Carmen C. Y. Poon
2014 conf
EMBC
Emil Jovanov, Edward Sazonov, Carmen C. Y. Poon
2013 conf
ROBIO
Wenjun Xu, H. K. Leung, Philip W. Y. Chiu, Carmen C. Y. Poon
2013 J jnl
IEEE J. Biomed. Health Informatics
Yuan-Ting Zhang, Carmen C. Y. Poon, Emma MacPherson
2013 J jnl
IEEE J. Biomed. Health Informatics
Yuan-Ting Zhang, Carmen C. Y. Poon
2013 J jnl
IEEE Trans. Biomed. Eng.
Carmen C. Y. Poon, May D. Wang, Paolo Bonato, David A. Fenstermacher
2013 J jnl
IEEE J. Biomed. Health Informatics
Yuan-Ting Zhang, Carmen C. Y. Poon
2013 ch.
Handbook of Medical and Healthcare Technologies
Yali Zheng, Carmen C. Y. Poon, Yuan-Ting Zhang
2013 conf
EMBC
Yali Zheng, Bryan P. Yan, Yuan-Ting Zhang, Cheuk-Man Yu, Carmen C. Y. Poon
2012 conf
EMBC
Yali Zheng, Billy Leung, Stanley Sy, Yuan-Ting Zhang, Carmen C. Y. Poon
2012 conf
BHI
Qing Liu, Carmen C. Y. Poon, Yuan-Ting Zhang
2012 J jnl
IEEE Trans. Inf. Technol. Biomed.
Guanghe Zhang, Carmen C. Y. Poon, Yuan-Ting Zhang
2012 J jnl
IEEE Trans. Inf. Technol. Biomed.
Yuan-Ting Zhang, Carmen C. Y. Poon, Emma MacPherson
2012 J jnl
IEEE Trans. Inf. Technol. Biomed.
Craig J. Hartley, Morteza Naghavi, Oberdan Parodi, Constantinos S. Pattichis, Carmen C. Y. Poon, Yuan-Ting Zhang
2012 conf
BHI
Yali Zheng, Carmen C. Y. Poon, Yuan-Ting Zhang
2011 J jnl
IEEE Trans. Inf. Technol. Biomed.
Yuan-Ting Zhang, Carmen C. Y. Poon
2011 conf
EMBC
L. Wang, Carmen C. Y. Poon, Gabriel Yip, Cheuk-Man Yu, Y. T. Zhang
2011 J jnl
Biomed. Signal Process. Control.
Qing Liu, Carmen C. Y. Poon, Yuan-Ting Zhang
2011 J jnl
J. Comput. Sci. Eng.
Carmen C. Y. Poon, Qing Liu, Hui Gao, Wan-Hua Lin, Yuan-Ting Zhang
2010 J jnl
IEEE Trans. Inf. Technol. Biomed.
Yuan-Ting Zhang, Carmen C. Y. Poon
2010 J jnl
IEEE Trans. Inf. Technol. Biomed.
Yuan-Ting Zhang, Carmen C. Y. Poon
2009 C conf
BSN
Wenbo Gu, Carmen C. Y. Poon, M. Y. Sy, H. K. Leung, Yong-Pei Liang, Yuan-Ting Zhang
2009 J jnl
IEEE Trans. Inf. Technol. Biomed.
Yuan-Ting Zhang, Carmen C. Y. Poon, Emma MacPherson
2009 J jnl
IEEE Trans. Inf. Technol. Biomed.
Emil Jovanov, Carmen C. Y. Poon, Guang-Zhong Yang, Yuan-Ting Zhang
2008 J jnl
IEEE Trans. Inf. Technol. Biomed.
Shu-Di Bao, Carmen C. Y. Poon, Yuan-Ting Zhang, Lian-Feng Shen
2006 J jnl
IEEE Commun. Mag.
Carmen C. Y. Poon, Yuan-Ting Zhang, Shu-Di Bao
2006 conf
EMBC
Mico Yee Man Wong, Carmen C. Y. Poon, Yuan-Ting Zhang
2006 conf
EMBC
Yinbo Liu, Carmen C. Y. Poon, Yuan-Ting Zhang
2006 C conf
BSN
Yuan-Ting Zhang, X. Y. Xiang, Carmen C. Y. Poon
2004 conf
ICPR (4)
Carmen C. Y. Poon, David C. M. Wong, Helen C. Shen
2004 conf
ICBA
Carmen C. Y. Poon, David C. M. Wong, Helen C. Shen
redb/extractors/pe_extractors/pe_extra_findings.py
← Index redb/extractors/pe_extractors/pe_extra_findings.py python
from hashlib import md5, sha1, sha256
import inspect
import pefile
from magika import Magika
import json
from datetime import datetime, timezone
from typing import List, Optional, Any
from asn1crypto import cms, pem, x509, core
from dataclasses import asdict

from redb.extractors.enum import Tag
from redb.extractors.pe_extractor import PEExtractor
from redb.models.dataclasses import PEExtraFinding, PECertificate


class PEExtraFindings(PEExtractor):

    def __init__(
        self,
        filepath,
        log,
        exporters=None,
        index_prefix=None,
        elastic_index=None,
        known_benign=False,
        known_malicious=False,
        pe=None,
    ):
        super().__init__(
            filepath,
            log,
            exporters,
            index_prefix,
            elastic_index,
            known_benign,
            known_malicious,
            pe,
        )
        self.elastic_index = self.index_prefix + "-pe_extrafindings"
        self.log.debug(inspect.currentframe().f_code.co_name)
        self.has_binary_overlay = False
        self.has_binary_resource = False
        self.findings = []

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

    """
    The section below triggers in case of a binary which is not signed.
    It trigger the scan for Certificates inside the binary, for example
    inside a resource or an overlay.
    """

    def _scan_for_certificates(self):
        """
        Comprehensive scan for certificate data in PE file.
        Returns list of tuples (location_description, certificate_data)
        """
        self.log.debug(inspect.currentframe().f_code.co_name)

        # 1. Scan resources for embedded PE files
        self._scan_resources_for_certificates()

        # 3. Scan overlay
        overlay_data = self.pe.get_overlay()
        if overlay_data:
            self._scan_overlay_for_certificates(overlay_data)


    def _extract_certificate_info(self, cert_data):
        self.log.debug(inspect.currentframe().f_code.co_name)

        certificate = x509.Certificate.load(cert_data)
        certificate_serial_number = format(certificate.serial_number, "x").upper()
        grouped_serial_number = ":".join(
            [
                certificate_serial_number[i : i + 2]
                for i in range(0, len(certificate_serial_number), 2)
            ]
        )
        return PECertificate(
            certificate_serial_number=grouped_serial_number,
            certificate_issuer=certificate.issuer.human_friendly,
            certificate_subject=certificate.subject.human_friendly,
            certificate_valid_from=certificate["tbs_certificate"]["validity"][
                "not_before"
            ].native.strftime("%Y-%m-%d %H:%M:%S"),
            certificate_valid_to=certificate["tbs_certificate"]["validity"][
                "not_after"
            ].native.strftime("%Y-%m-%d %H:%M:%S"),
            certificate_thumbprint=sha1(cert_data).hexdigest().upper(),
            certificate_algorithm=None,
        )

    def _extract_standard_certificates(self, pe):
        self.log.debug(inspect.currentframe().f_code.co_name)
        address = pe.OPTIONAL_HEADER.DATA_DIRECTORY[
            pefile.DIRECTORY_ENTRY["IMAGE_DIRECTORY_ENTRY_SECURITY"]
        ].VirtualAddress
        size = pe.OPTIONAL_HEADER.DATA_DIRECTORY[
            pefile.DIRECTORY_ENTRY["IMAGE_DIRECTORY_ENTRY_SECURITY"]
        ].Size

        addr_8 = address + 8
        signature_data = bytes(
            pe.write()[addr_8 : addr_8 + size]  # noqa E203
        )  # Ensure this is a bytes object
        if pem.detect(signature_data):
            signature_data = pem.unarmor(signature_data)

        content_info = cms.ContentInfo.load(signature_data)
        signed_data = content_info["content"]
        certificates = signed_data["certificates"]

        certificates_list = []
        for cert in certificates:
            cert_info = self._extract_certificate_info(cert.chosen.dump())
            certificates_list.append(cert_info)

        return certificates_list

    def _is_signed(self, pedata):
        address = pedata.OPTIONAL_HEADER.DATA_DIRECTORY[
            pefile.DIRECTORY_ENTRY["IMAGE_DIRECTORY_ENTRY_SECURITY"]
        ].VirtualAddress
        if address == 0:
            return False
        return True

    def _scan_resources_for_certificates(self):
        """Scan resources for embedded PE files and their certificates"""
        self.log.debug(inspect.currentframe().f_code.co_name)

        try:
            if hasattr(self.pe, "DIRECTORY_ENTRY_RESOURCE"):
                for entry in self.pe.DIRECTORY_ENTRY_RESOURCE.entries:
                    for resource in self._get_resource_data(entry):
                        # Check if resource data might be a PE file
                        resource_magika = Magika().identify_bytes(resource).output.label
                        if resource.startswith(b"MZ") or resource_magika == "pebin":
                            try:
                                embedded_pe = pefile.PE(data=resource)
                                if self._is_signed(embedded_pe):
                                    cert_data = self._extract_standard_certificates(
                                        embedded_pe
                                    )
                                    if cert_data:
                                        # certificates.append(
                                        #     (f"Resource_{entry.id}", cert_data)
                                        # )
                                        self.findings.append(
                                            PEExtraFinding(
                                                context=f"Resource ({sha256(resource).hexdigest()}) is a PE file. Found Code Signing Certificates information inside.",
                                                finding=cert_data,
                                            )
                                        )
                            except Exception as e:
                                self.log.warning(
                                    f"Resource {sha256(resource).hexdigest()} is not a valid PE: {e}"
                                )

                        # Direct certificate pattern matching in resource
                        cert_data = self._find_certificate_patterns(resource)
                        if cert_data:
                            # certificates.append((f"Resource_{entry.id}", cert_data))
                            self.findings.append(
                                PEExtraFinding(
                                    context=f"Resource ({sha256(resource).hexdigest()}) is a PE file.\
                                    Found Code Signing Certificates information inside.",
                                    finding=cert_data,
                                )
                            )

        except Exception as e:
            self.log.error(f"Failed to scan resources: {e}")


    def _scan_overlay_for_certificates(self, overlay_data) -> List[bytes]:
        """Scan PE overlay for certificate data"""
        self.log.debug(inspect.currentframe().f_code.co_name)
        try:
            # Check if overlay is a PE file
            overlay_magika = Magika().identify_bytes(overlay_data).output.ct_label
            if overlay_data.startswith(b"MZ") or overlay_magika == "pebin":
                try:
                    overlay_pe = pefile.PE(data=overlay_data)
                    if self._is_signed(overlay_pe):
                        cert_data = self._extract_standard_certificates(overlay_data)
                        if cert_data:
                            self.findings.append(
                                PEExtraFinding(
                                    context=f"Overlay data ({sha256(overlay_data).hexdigest()}) is a PE file.\
                                    Found Code Signing Certificates information inside.",
                                    finding=cert_data,
                                )
                            )
                except Exception as e:
                    self.log.warning(f"Error looking for certificates in Overlay: {e}")
                    pass

            # Direct certificate pattern matching in overlay
            cert_data = self._find_certificate_patterns(overlay_data)
            if cert_data:
                self.findings.append(
                    PEExtraFinding(
                        context=f"Overlay data ({sha256(overlay_data).hexdigest()}) is a PE file.\
                        Found Code Signing Certificates information inside.",
                        finding=cert_data,
                    )
                )
        except Exception as e:
            self.log.error(f"Failed to scan overlay: {e}")


    def _get_resource_data(self, entry) -> List[bytes]:
        """Recursively get resource data"""
        resources = []
        try:
            if hasattr(entry, "directory"):
                for subentry in entry.directory.entries:
                    resources.extend(self._get_resource_data(subentry))
            else:
                data = self.pe.get_data(
                    entry.data.struct.OffsetToData, entry.data.struct.Size
                )
                resources.append(data)
        except Exception as e:
            self.log.error(f"Failed to get resource data: {e}")
        return resources

    def _find_certificate_patterns(self, data: bytes) -> Optional[bytes]:
        """Find certificate patterns in binary data"""
        # PKCS#7 SignedData OID pattern
        PKCS7_PATTERN = b"\x06\x09\x2A\x86\x48\x86\xF7\x0D\x01\x07\x02"

        try:
            idx = data.find(PKCS7_PATTERN)
            if idx != -1:
                # Search backwards for ASN.1 sequence marker
                for i in range(idx, max(0, idx - 50), -1):
                    if data[i] == 0x30:  # ASN.1 SEQUENCE
                        try:
                            # Try to parse as X.509 certificate
                            cert = x509.load_der_x509_certificate(
                                data[i:], default_backend()
                            )
                            return data[i:]
                        except Exception:
                            continue
        except Exception as e:
            self.log.error(f"Failed to find certificate patterns: {e}")
        return None

    def prepare_export_data(self, exporter_type: str) -> Any:
        self.log.debug(inspect.currentframe().f_code.co_name)
        if exporter_type == "ElasticsearchExporter":
            return self.findings
        elif exporter_type == "ClickHouseExporter":
            current_time = datetime.now(timezone.utc)
            
            data = [
                [
                    self.sha256,
                    self.md5,
                    self.sha1,
                    finding.context,
                    [asdict(cert) for cert in finding.finding] if finding.finding else None,
                    current_time
                ]
                for finding in self.findings
            ]
            
            column_names = [
                'sha256', 'md5', 'sha1', 'context', 'finding', 'analysis_date'
            ]
            
            if not data:
                return None

            column_type_names = [
                'FixedString(64)', 'FixedString(32)', 'FixedString(40)',
                'String', 'Array(JSON)', 'DateTime64(3, \'UTC\')'
            ]

            return (data, column_names, column_type_names)

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

    def extract(self):
        try:
            self.log.debug(inspect.currentframe().f_code.co_name)
            self._scan_for_certificates()
            if len(self.findings) > 0:
                return self.findings
            return None
        except Exception as e:
            self.log.error(f"Error extracting PE Extras: {e}")
            return None