Jaedong Lee

44 papers A* 1B 1C 2Misc 1Journal 14Unranked 25
YearRankTypeTitle / Venue / Authors
2026 J jnl
CoRR
Geonho Leem, Jaedong Lee, Jehee Lee, Seungmoon Song, Jungdam Won
2023 conf
DSN-S
Jeoungwon Lee, Heekwon Park, Gunhee Choi, Bryan S. Kim, Seehwan Yoo, Jaedong Lee, Jongmoo Choi
2023 conf
NVMSA
Yejin Han, Myunghoon Oh, Jaedong Lee, Seehwan Yoo, Bryan S. Kim, Jongmoo Choi
2023 Misc conf
SYSTOR
Inho Song, Myounghoon Oh, Bryan Suk Joon Kim, Seehwan Yoo, Jaedong Lee, Jongmoo Choi
2022 conf
SIGGRAPH (Conference Paper Track)
Jungnam Park, Sehee Min, Phil Sik Chang, Jaedong Lee, Moon Seok Park, Jehee Lee
2022 J jnl
CoRR
Jungnam Park, Sehee Min, Phil Sik Chang, Jaedong Lee, Moon Seok Park, Jehee Lee
2020 J jnl
J. Medical Imaging Health Informatics
Jipmin Jung, Phillip Park, Jaedong Lee, Hyein Lee, Geonkook Lee, Hyosoung Cha
2018 J jnl
CoRR
Jipmin Jung, Phillip Park, Jaedong Lee, Hyein Lee, Geonkook Lee, Hyosoung Cha
2018 C conf
MIG
Jaedong Lee, Jungdam Won, Jehee Lee
2018 J jnl
Hum. centric Comput. Inf. Sci.
Jaedong Lee, Jipmin Jung, Phillip Park, Seung Hyun Chung, Hyosoung Cha
2018 conf
SIGGRAPH Posters
Jaedong Lee, Jehee Lee
2017 B conf
VRST
Eunbi Seol, Seulki Min, Sungho Seo, Seoyeon Jung, Youngil Lee, Jaedong Lee, Gerard J. Kim, Chungyean Cho, Seungmoo Lee, Chul-Hyun Cho, Seungmoon Choi, Dooyoung Jung
2017 J jnl
J. Multimodal User Interfaces
Youngsun Kim, Jaedong Lee, Gerard Jounghyun Kim
2017 J jnl
IEEE Trans. Hum. Mach. Syst.
Jaedong Lee, Youngsun Kim, Gerard Jounghyun Kim
2017 conf
CAe@Expressive
Sehee Min, Jaedong Lee, Jungdam Won, Jehee Lee
2017 J jnl
J. Multimodal User Interfaces
Jaedong Lee, Changhyeon Lee, Gerard Jounghyun Kim
2016 J jnl
Inf. Sci.
Jaedong Lee, Heera Kim, Noo-Ri Kim, Jee-Hyong Lee
2016 J jnl
Int. J. Fuzzy Log. Intell. Syst.
Jaedong Lee, Jee-Hyong Lee
2016 J jnl
IEEE Trans. Haptics
Jaedong Lee, Youngsun Kim, Gerard Jounghyun Kim
2015 conf
IMCOM
Jaedong Lee, Noo-Ri Kim, Jee-Hyong Lee
2015 conf
INTERACT (4)
Jaedong Lee, Youngsun Kim, Gerard J. Kim
2015 J jnl
Sensors
Hye Jin Lee, Jaedong Lee, Chi Jung Kim, Gerard J. Kim, Eun-Soo Kim, Min Cheol Whang
2015 conf
INTERACT (4)
Youngsun Kim, Jaedong Lee, Gerard J. Kim
2015 J jnl
Pers. Ubiquitous Comput.
Youngsun Kim, Jaedong Lee, Gerard Jounghyun Kim
2015 conf
INTERACT (4)
Changhyeon Lee, Jaedong Lee, Gerard J. Kim
2014 conf
ICUIMC
Taeyeon Kim, Jaekwang Kim, Jaedong Lee, Jee-Hyong Lee
2014 conf
ICUIMC
Jaedong Lee, Sora Hong, Jee-Hyong Lee
2014 conf
SCIS&ISIS
HyeWoo Lee, Kyoungmin Kim, Jaedong Lee, Jee-Hyong Lee
2014 conf
SCIS&ISIS
Sungtak Oh, Noo-Ri Kim, Jaedong Lee, Jee-Hyong Lee
2014 conf
SCIS&ISIS
Sola Hong, Jaedong Lee, Jee-Hyong Lee
2014 conf
SCIS&ISIS
Bu Sung Kim, Heera Kim, Jaedong Lee, Jee-Hyong Lee
2014 conf
SCIS&ISIS
Jaedong Lee, Jee-Hyong Lee
2014 conf
SCIS&ISIS
Taemin Cho, Hana Cho, Jaedong Lee, Jee-Hyong Lee
2013 J jnl
Virtual Real.
Seongah Chin, Chung-Yeon Lee, Jaedong Lee
2013 conf
ICUIMC
Sungwoo Lee, Jaedong Lee, Chang Yong Park, Jee-Hyong Lee
2013 conf
INTERACT (1)
Jaedong Lee, Sangyong Lee, Gerard J. Kim
2013 conf
HCI (18)
Jaedong Lee, Sangyong Lee, Gerard Jounghyun Kim
2013 conf
VRCAI
Jaedong Lee, Youngwon Lee, Sangyong Lee, Gerard J. Kim
2012 conf
APCHI
Youngsun Kim, Jaedong Lee, Gerard J. Kim
2012 conf
SCIS&ISIS
Jaedong Lee, Jaekwang Kim, Jee-Hyong Lee, Ik-Hyun Cho, Jeong-Whan Lee, Kyoung-Hee Park, JeongGyun Park
2012 A* conf
CHI
Jaedong Lee, Youngsun Kim, Gerard Jounghyun Kim
2012 conf
SCIS&ISIS
Jinhee Park, Jaedong Lee, Hye-Wuk Jung, Jee-Hyong Lee
2010 C conf
ICIS
Seongah Chin, Chung-Yeon Lee, Jaedong Lee
2009 conf
CGVR
Seongah Chin, Chung-Yeon Lee, Jaedong Lee
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