Orest Khamula

36 papers C 2Misc 3Unranked 31
YearRankTypeTitle / Venue / Authors
2025 conf
AdvAIT
Orest Khamula, Oleksandr Tymchenko, Olha Sosnovska, Svitlana Vasiuta, Olha Lukovska
2025 conf
AdvAIT
Oleksandr Tymchenko, Bohdana Havrysh, Orest Khamula, Dmytro Palamarchuk
2025 conf
MoMLeT
Oleksandr Tymchenko, Bohdana Havrysh, Orest Khamula, Volodymyr Chorniak
2025 conf
IntelITSIS
Zoryana Selmenska, Zoreslava Plakhtyna, Myroslava Dubnevych, Orest Khamula
2025 conf
IntelITSIS
Oleksandr Tymchenko, Bohdana Havrysh, Orest Khamula, Volodymyr Chornyak
2024 conf
ICyberPhyS
Orest Khamula, Oleksandr Tymchenko, Svitlana Vasiuta, Olha Sosnovska, Solomiya Dorosh
2024 conf
AdvAIT
Bohdana Havrysh, Dmytro Palamarchuk, Oleksandr Tymchenko, Bohdan Kovalskyi, Orest Khamula
2024 conf
ICyberPhyS
Nikita Tarasov, Orest Khamula
2024 conf
IntelITSIS
Oleksandr Tymchenko, Bohdana Havrysh, Orest Khamula, Bohdan Kovalskyi, Igor Bagniuk
2024 conf
MoDaST
Oleksandr Tymchenko, Orest Khamula, Bohdana Havrysh
2024 conf
SCIA
Andrii Maryniuk, Orest Khamula, Olha Sosnovska
2023 conf
SCIA
Oleksandr Tymchenko, Orest Khamula, Svitlana Vasiuta, Olha Sosnovska, Solomiya Dorosh, Olha Lukovska
2023 conf
IntelITSIS
Oleksandr Tymchenko, Orest Khamula, Svitlana Vasiuta, Olha Sosnovska, Nikita Tarasov
2023 conf
SCIA
Nadiia Zubko, Halyna Lystvak, Orest Khamula, Olha Stadnyk
2023 conf
IntelITSIS
Oleksandr Tymchenko, Bohdana Havrysh, Orest Khamula, Natalya Kustra
2022 conf
IntelITSIS
Oleksandr Tymchenko, Orest Khamula, Svitlana Vasiuta, Olha Sosnovska, Oksana Mlynko
2022 Misc conf
CSIT
Oleksandr Tymchenko, Orest Khamula, Svitlana Vasiuta, Olha Sosnovska, Solomiya Dorosh, Mykhailo Drimaylo
2022 conf
SCIA
Oleksandr Tymchenko, Orest Khamula, Svitlana Vasiuta, Olha Lukovska, Solomiya Dorosh, Olha Sosnovska
2022 conf
MoMLeT+DS
Oleksandr Tymchenko, Bohdana Havrysh, Orest Khamula, Bohdan Kovalskyi
2021 conf
IntelITSIS
Oleksandr Tymchenko, Bohdana Havrysh, Mariya Nazarkevych, Oleksandr O. Tymchenko, Orest Khamula
2021 conf
CITRisk
Oleksandr Tymchenko, Bohdana Havrysh, Andrian Kobevko, Orest Khamula
2021 conf
IntelITSIS
Oleksandr Tymchenko, Nataliia Kunanets, Svitlana Vasiuta, Olha Sosnovska, Orest Khamula
2020 Misc conf
CSIT
Sergii Babichev, Orest Khamula, Iryna Perova, Bohdan Durnyak
2020 conf
ISDMCI
Sergii Babichev, Liliya Strielkovskaya, Oleksandr Zaitsev, Orest Khamula
2020 Misc conf
CSIT
Oleksandr Tymchenko, Bohdana Havrysh, Orest Khamula, Oleksandr O. Tymchenko, Svitlana Vasiuta
2020 conf
CSIT (2)
Oleksandr Tymchenko, Orest Khamula, Bohdana Havrysh, Bohdan Kovalskyi, Oleksandr O. Tymchenko, Svitlana Vasiuta
2020 conf
DSMP
Oleksandr Tymchenko, Bohdana Havrysh, Oleksandr O. Tymchenko, Orest Khamula, Bohdan Kovalskyi, Kateryna Havrysh
2020 conf
CITRisk
Oleksandr Tymchenko, Bohdana Havrysh, Orest Khamula, Sergii Lysenko, Kateryna Havrysh
2020 conf
ISDMCI
Sergii Babichev, Orest Khamula, Bohdan Durnyak, Jirí Skvor
2019 C conf
IDDM
Sergii Babichev, Bohdan Durnyak, Vsevolod Senkivskyy, Oleksandr Sorochynskyi, Mykhailo Kliap, Orest Khamula
2019 conf
DCSMart
Oksana Sichevska, Vsevolod Senkivskyy, Sergii Babichev, Orest Khamula
2019 conf
DCSMart
Bohdana Havrysh, Oleksandr Tymchenko, Bohdan Kovalskyi, Myroslava Dubnevych, Orest Khamula, Michal Gregus, Mykola Logoyda
2019 conf
CSIT (2)
Oleksandr Tymchenko, Bohdana Havrysh, Orest Khamula, Bohdan Kovalskyi, Svitlana Vasiuta, Igor Liakh
2019 C conf
IDDM
Sergii Babichev, Bohdan Durnyak, Vsevolod Senkivskyy, Oleksandr Sorochynskyi, Mykhailo Kliap, Orest Khamula
2018 conf
IDAACS-SWS
Bohdan Durnyak, Bohdana Havrysh, Oleksandr Tymchenko, Michal Zelyanovsky, Oleksandr O. Tymchenko, Orest Khamula
2018 conf
CSIT (2)
Oleksandr Tymchenko, Svitlana Vasiuta, Orest Khamula
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