Xiaohong Peng

42 papers B 2C 2Journal 15Unranked 23
YearRankTypeTitle / Venue / Authors
2024 J jnl
Sensors
Xiaohong Peng, Tianyu Zhou, Ying Zhang, Xiaopeng Zhao
2024 conf
QRS Companion
Siwei Zhou, Xiaohong Peng, Yinghuai Yu, Yubin Qu, Ting Zeng
2023 conf
IoTAAI
Xiaohong Peng, Tianyu Zhou, Zhenlu Wu, Zhao Li
2023 conf
ICMLCA
Xiaohong Peng, Zixin Li, Zebin Ma, Ying Zhang
2023 conf
AIBDF
Ying Zhang, Zixin Li, Xiaohong Peng, Zhentao Li
2023 J jnl
Remote. Sens.
Wenwen Huang, Jingjie Jiao, Lixing Zhao, Zhuoyue Hu, Xiaohong Peng, Lan Yang, Xiaoyan Li, Fansheng Chen
2022 J jnl
Remote. Sens.
Xiaohong Peng, Wenwen Huang, Xiaoyan Li, Lin Yang, Fansheng Chen
2022 conf
ICCIR
Wei Du, Xiaohong Peng, Diguan Feng
2022 conf
ITQM
Yidi Zhao, Meiyue Yang, Xiaohong Peng, Gang Li
2021 J jnl
Int. J. Perform. Eng.
Guoqiang Xie, Shiyi Xie, Xiaohong Peng, Zhao Li
2021 J jnl
IEEE Trans. Circuits Syst. II Express Briefs
Mingming Zhang, Shuqin Geng, Wensi Wang, Xiaohong Peng, Menghao Chu, Shengyuan Zhou, Zhonghou Zhang, Hang Lu, Pengkun Li, Ronghao Zhu
2020 J jnl
Int. J. Perform. Eng.
Zhao Li, Xiaofeng Zhang, Wan Shuzhen, Xiaohong Peng, Shiyi Xie
2020 conf
EITCE
Shengyuan Zhou, Shuqin Geng, Xiaohong Peng, Mingming Zhang, Menghao Chu, Pengkun Li, Hang Lu, Ronghao Zhu
2019 J jnl
计算机科学
Chuan Yue, Xiaohong Peng
2017 conf
ASICON
Guoqing Sun, Xiaohong Peng, Jun Zhao, Rui Wang, Xiaodan Li
2017 J jnl
Clust. Comput.
Xiaohong Peng, Shiyi Xie, Yinghuai Yu, Zhenlu Wu
2017 conf
ASICON
Tongyang Ye, Ligang Hou, Shier Zhang, Jinhui Wang, Xiaohong Peng
2017 J jnl
J. Comput. Methods Sci. Eng.
Xiaohong Peng, Shiyi Xie, Liang Chen, Dongya Wang
2015 conf
ASICON
Wei Zhao, Ligang Hou, Xiaohong Peng, Jinhui Wang, Jingyan Fu, Yang Yang
2015 conf
ASICON
Ligang Hou, Jingsong Zhi, Lin Zhu, Jinhui Wang, Xiaohong Peng, Shuqin Geng
2015 conf
UIC/ATC/ScalCom
Jie Hu, Guo-Niu Zhu, Jin Qi, Ying-hong Peng, Xiaohong Peng
2015 conf
ASICON
Haibin Yin, Xiaohong Peng, Peiyuan Wan, Jinhui Wang, Ligang Hou
2015 conf
ASICON
Feng Ru, Xiaohong Peng, Ligang Hou, Jinhui Wang, Shuqin Geng, Chen Song
2014 J jnl
Int. J. Distributed Sens. Networks
Hwa-Young Jeong, Yang Xiao, Yuh-Shyan Chen, Xiaohong Peng
2012 J jnl
J. Comput.
Xiaohong Peng, Zhi Mo, Shiyi Xie
2011 conf
ASICON
Wenbin Liu, Jinhui Wang, Wuchen Wu, Xiaohong Peng, Ligang Hou
2011 J jnl
IEEE J. Solid State Circuits
Xiaohong Peng, Willy Sansen, Ligang Hou, Jinhui Wang, Wuchen Wu
2011 J jnl
Microelectron. Reliab.
Jinhui Wang, Na Gong, Ligang Hou, Xiaohong Peng, Ramalingam Sridhar, Wuchen Wu
2010 C conf
CIT
Guchun Zhang, Xiaohong Peng, Xuanye Gu
2010 C conf
CIT
Xingjun Zhang, Xiaohong Peng, Scott Fowler, Dajun Wu
2009 B conf
AINA
Ritesh K. Taank, Xiaohong Peng
2009 conf
ICOIN
Xingjun Zhang, Xiaohong Peng
2009 conf
ISNN (1)
Jinhui Wang, Lei Zuo, Na Gong, Daming Gao, Shuqin Geng, Wang Zhang, Ligang Hou, Xiaohong Peng, Wuchen Wu
2009 conf
PE-WASUN
Guchun Zhang, Xiaohong Peng, Xuanye Gu
2008 conf
CCNC
Ritesh K. Taank, Xiaohong Peng
2007 B conf
PIMRC
Ritesh K. Taank, Xiaohong Peng
2006 conf
CIMCA/IAWTIC
Xiaohong Peng, Zhong Liu, Jincai Huang, Dongsheng Yang
2005 J jnl
IEEE J. Solid State Circuits
Xiaohong Peng, Willy Sansen
2004 J jnl
IEEE J. Solid State Circuits
Xiaohong Peng, Willy Sansen
2004 conf
ESSCIRC
Xiaohong Peng, Willy Sansen
2003 conf
ESSCIRC
João Ramos, Xiaohong Peng, Michiel Steyaert, Willy Sansen
2002 conf
CICC
Xiaohong Peng, Willy Sansen
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