KangKang Yin

48 papers A* 1C 2Misc 1Journal 35Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Comput. Graph.
KangKang Yin, Paul G. Kry
2025 conf
SIGGRAPH (Conference Paper Track)
Michael Xu, Yi Shi, KangKang Yin, Xue Bin Peng
2025 J jnl
CoRR
Michael Xu, Yi Shi, KangKang Yin, Xue Bin Peng
2024 A* conf
CVPR
Tianyu Li, Calvin Qiao, Guanqiao Ren, KangKang Yin, Sehoon Ha
2024 J jnl
CoRR
Tianyu Li, Calvin Qiao, Guanqiao Ren, KangKang Yin, Sehoon Ha
2022 J jnl
CoRR
Zeshi Yang, KangKang Yin, Libin Liu
2022 J jnl
ACM Trans. Graph.
Zeshi Yang, KangKang Yin, Libin Liu
2022 J jnl
IEEE Robotics Autom. Lett.
Mohammad Mahdavian, KangKang Yin, Mo Chen
2021 J jnl
CoRR
Zhiqi Yin, Zeshi Yang, Michiel van de Panne, KangKang Yin
2021 J jnl
ACM Trans. Graph.
Zhiqi Yin, Zeshi Yang, Michiel van de Panne, KangKang Yin
2021 J jnl
Comput. Graph. Forum
Li-Ke Ma, Zeshi Yang, Xin Tong, Baining Guo, KangKang Yin
2021 J jnl
CoRR
Li-Ke Ma, Zeshi Yang, Xin Tong, Baining Guo, KangKang Yin
2021 J jnl
CoRR
Mohammad Mahdavian, KangKang Yin, Mo Chen
2020 conf
ISVC (1)
Mahdi Davoodikakhki, KangKang Yin
2020 J jnl
CoRR
Mahdi Davoodikakhki, KangKang Yin
2020 J jnl
CoRR
Zeshi Yang, KangKang Yin
2020 J jnl
Comput. Graph. Forum
Zhiqi Yin, KangKang Yin
2019 J jnl
Comput. Graph. Forum
Li-Ke Ma, Zeshi Yang, Baining Guo, KangKang Yin
2019 J jnl
CoRR
Li-Ke Ma, Zeshi Yang, KangKang Yin
2018 J jnl
Comput. Graph. Forum
Hongxing Qin, Yi Chen, Yunhai Wang, XiaoYang Hong, KangKang Yin, Hui Huang
2017 J jnl
ACM Trans. Graph.
Xue Bin Peng, Glen Berseth, KangKang Yin, Michiel van de Panne
2017 conf
Symposium on Computer Animation
Andreas Aristidou, Qiong Zeng, Efstathios Stavrakis, KangKang Yin, Daniel Cohen-Or, Yiorgos Chrysanthou, Baoquan Chen
2017 ed.
Symposium on Computer Animation
Joseph Teran, Changxi Zheng, Stephen N. Spencer, Bernhard Thomaszewski, KangKang Yin
2016 J jnl
ACM Trans. Graph.
Tian Feng, Lap-Fai Yu, Sai-Kit Yeung, KangKang Yin, Kun Zhou
2016 J jnl
ACM Trans. Graph.
Libin Liu, Michiel van de Panne, KangKang Yin
2015 J jnl
ACM Trans. Graph.
Bin Wang, Longhua Wu, KangKang Yin, Uri M. Ascher, Libin Liu, Hui Huang
2015 J jnl
Comput. Graph. Forum
Libin Liu, KangKang Yin, Baining Guo
2015 conf
Symposium on Computer Animation
Kai Ding, Libin Liu, Michiel van de Panne, KangKang Yin
2014 J jnl
IEEE Trans. Vis. Comput. Graph.
Victor B. Zordan, David F. Brown, Adriano Macchietto, KangKang Yin
2014 J jnl
Auton. Robots
Ambarish Goswami, Seung-kook Yun, Umashankar Nagarajan, Sung-Hee Lee, KangKang Yin, Shivaram Kalyanakrishnan
2013 ed.
PG (Short Papers)
Bruno Lévy, Xin Tong, KangKang Yin
2013 conf
Symposium on Computer Animation
David F. Brown, Adriano Macchietto, KangKang Yin, Victor B. Zordan
2013 J jnl
ACM Trans. Graph.
Libin Liu, KangKang Yin, Bin Wang, Baining Guo
2013 J jnl
Comput. Graph. Forum
Zhiyuan Zhang, KangKang Yin, Kelvin W. C. Foong
2012 J jnl
IEEE Trans. Vis. Comput. Graph.
Hao-Da Huang, KangKang Yin, Ling Zhao, Yue Qi, Yizhou Yu, Xin Tong
2012 J jnl
ACM Trans. Graph.
Libin Liu, KangKang Yin, Michiel van de Panne, Baining Guo
2012 C conf
MIG
Stevie Giovanni, Yeun Chul Choi, Jay Huang, Khoo Eng Tat, KangKang Yin
2011 conf
Symposium on Computer Animation
Hao-Da Huang, Ling Zhao, KangKang Yin, Yue Qi, Yizhou Yu, Xin Tong
2011 J jnl
Comput. Graph. Forum
Tianjia Shao, Weiwei Xu, KangKang Yin, Jingdong Wang, Kun Zhou, Baining Guo
2011 C conf
MIG
Stevie Giovanni, KangKang Yin
2010 J jnl
ACM Trans. Graph.
Libin Liu, KangKang Yin, Michiel van de Panne, Tianjia Shao, Weiwei Xu
2009 J jnl
ACM Trans. Graph.
Weiwei Xu, Jun Wang, KangKang Yin, Kun Zhou, Michiel van de Panne, Falai Chen, Baining Guo
2008 J jnl
ACM Trans. Graph.
KangKang Yin, Stelian Coros, Philippe Beaudoin, Michiel van de Panne
2008 J jnl
ACM Trans. Graph.
Stelian Coros, Philippe Beaudoin, KangKang Yin, Michiel van de Panne
2007 J jnl
ACM Trans. Graph.
KangKang Yin, Kevin Loken, Michiel van de Panne
2003 conf
Symposium on Computer Animation
KangKang Yin, Dinesh K. Pai
2003 Misc conf
PG
KangKang Yin, Michael B. Cline, Dinesh K. Pai
2001 J jnl
Comput. Graph.
KangKang Yin, Zhigeng Pan, Jiaoying Shi, David Zhang
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