H. Liu

33 papers A 1B 1C 1Misc 1Journal 24Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Period. Math. Hung.
H. Liu, Xiaohuan Mo, H. Zhang
2025 J jnl
CoRR
H. Liu, L. S. Moreu, Tobias Stenbock Andersen, Victor V. Puche, Matteo Fumagalli
2024 J jnl
Eng. Appl. Artif. Intell.
L. Tang, Huang Huang, H. Liu, X. R. Xie, X. Z. Gao, L. R. Tian
2024 conf
IEEM
T. C. Cheng, H. Liu
2023 J jnl
Comput. Syst. Sci. Eng.
X. Zhang, H. Liu, Z. H. Liu, J. R. Ming, Y. Zhou
2021 J jnl
Microelectron. J.
Xiang Liu, S. M. Wu, Y. Liang, W. Xu, H. Liu
2020 B conf
IJCB
Matej Vitek, Abhijit Das, Yann Pourcenoux, Alexandre Missler, C. Paumier, Sumanta Das, Ishita De Ghosh, Diego Rafael Lucio, Luiz Antonio Zanlorensi, David Menotti, Fadi Boutros, Naser Damer, Jonas Henry Grebe, Arjan Kuijper, Junxing Hu, Yong He, Caiyong Wang, H. Liu, Yunlong Wang, Zhenan Sun, Dailé Osorio Roig, Christian Rathgeb, Christoph Busch, Juan E. Tapia, Andres Valenzuela, Georgios Zampoukis, Lazaros T. Tsochatzidis, Ioannis Pratikakis, Sabari Nathan, Ramamoorthy Suganya, Vineet Mehta, Abhinav Dhall, Kiran B. Raja, Gourav Gupta, Jalil Nourmohammadi-Khiarak, Mohsen Akbari-Shahper, Farhang Jaryani, Meysam Asgari-Chenaghlu, Ritesh Vyas, Sristi Dakshit, Peter Peer, Umapada Pal, Vitomir Struc
2019 J jnl
Microelectron. J.
X. Ge, Wen Gao, Feng Xu, Chen Zhao, Yang Zhao, X. Li, D. Jiang, H. Liu, Y. Li, G. Sun
2017 conf
OFC
Heng Zhou, Z. J. Zhang, J. Zhang, Shu-Wei Huang, H. Liu, M. Yu, Dim-Lee Kwong, X. W. Yi, Kun Qiu, Chee Wei Wong
2016 J jnl
Microelectron. J.
W. Gao, X. Li, H. Liu, Y. Hu
2016 J jnl
Numer. Algorithms
Haijun Wang, F. Chen, H. Liu, Q. Wang
2014 J jnl
Intell. Autom. Soft Comput.
L. X. Zhao, Q. Su, H. Liu, H. Peng
2014 J jnl
CoRR
L. Yu, H. Liu, D. Zheng
2014 J jnl
IET Commun.
H. Liu, T. Hu, Y. Chen, Q. Chen, Y. Xie
2013 J jnl
Quantum Inf. Process.
Shuming Wang, S. Y. Mu, C. Zhu, Y. X. Gong, P. Xu, H. Liu, S. N. Zhu, X. Zhang
2012 J jnl
J. Syst. Control. Eng.
H. Liu, L. Guo, Y. Zhang
2012 J jnl
IET Networks
H. Liu, Y. Gu
2011 J jnl
J. Oper. Res. Soc.
Haluk Yapicioglu, H. Liu, Alice E. Smith, Gerry V. Dozier
2009 J jnl
Int. J. Robotics Autom.
D. Han, C. Xiong, H. Liu
2008 J jnl
IET Softw.
H. Liu, G. Li, Z. Y. Ma, W. Z. Shao
2007 J jnl
IET Softw.
H. Liu, W. Z. Shao, L. Zhang, Z. Y. Ma
2006 C conf
CSCWD
J. Chen, H. Liu
2006 J jnl
Ann. Oper. Res.
Joseph Deasy, Eva K. Lee, T. Bortfeld, Mark P. Langer, K. Zakarian, J. Alaly, Y. Zhang, H. Liu, R. Mohan, R. Ahuja, A. Pollack, J. Purdy, Ronald L. Rardin
2006 J jnl
Int. J. Geogr. Inf. Sci.
L. Wang, H. Liu
2006 conf
ICONIP (3)
Rencheng Wang, Fang Li, M. Wu, J. Z. Wang, L. Jiang, H. Liu
2004 J jnl
Comput. Aided Des.
H. Liu, Takashi Maekawa, Nicholas M. Patrikalakis, Emanuel M. Sachs, Wonjoon Cho
2003 J jnl
Int. J. Comput. Eng. Sci.
H. Liu, Stephen Yee Ming Wan, G. C. Lim, Andrew A. O. Tay
2003 conf
DRCN
Amitava Dutta, Peter Kubat, H. Liu
2002 J jnl
J. Univers. Comput. Sci.
Jennifer Lennon, H. Liu, Hermann A. Maurer
2000 Misc conf
PDPTA
L. Shen, H. Liu, M. Gu, B. Gupta
1995 J jnl
Signal Process.
C. C. Ko, H. Liu
1993 A conf
ICDAR
T. Cheng, J. Khan, H. Liu, D. Y. Y. Yun
1990 conf
Int. CMG Conference
H. Liu, G. Friedman
redb/extractors/pe_extractors/pe_signature_old.py
← Index redb/extractors/pe_extractors/pe_signature_old.py python
import inspect
import pefile

from hashlib import md5, sha1, sha256

from asn1crypto import cms, pem, x509, core

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


class PESignatureExtractor(PEExtractor):
    """
    RFC 3161 - Internet X.509 Public Key Infrastructure Time-Stamp Protocol (TSP)
    Section 2.4.2 defines the TSTInfo structure.
    https://tools.ietf.org/html/rfc3161#section-2.4.2

    Microsoft Authenticode Time Stamping Specification
    https://download.microsoft.com/download/9/c/5/9c5b2167-8017-4bae-9fde-d599bac8184a/Authenticode_PE.docx
    """

    def __init__(
        self,
        filepath,
        log,
        index_prefix=None,
        elastic_index=None,
        known_benign=False,
        known_malicious=False,
        pe=None,
    ):
        super().__init__(
            filepath,
            log,
            index_prefix,
            elastic_index,
            known_benign,
            known_malicious,
            pe,
        )
        self.elastic_index = self.index_prefix + "-pe_signature"
        self.log.debug(inspect.currentframe().f_code.co_name)

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

    @staticmethod
    def _extract_certificate_info(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(
            _id=format(certificate.serial_number, "x").upper(),
            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_md5=md5(cert_data).hexdigest().upper(),
            certificate_sha256=sha256(cert_data).hexdigest().upper(),
        )

    @staticmethod
    def _parse_microsoft_time_stamp(ts_token):
        class TSTInfo(core.Sequence):
            _fields = [
                ("version", core.Integer),
                ("policy_id", core.ObjectIdentifier),
                ("message_imprint", core.Sequence),
                ("serial_number", core.Integer),
                ("gen_time", core.GeneralizedTime),
                ("accuracy", core.Sequence, {"optional": True}),
                ("ordering", core.Boolean, {"optional": True}),
                ("nonce", core.Integer, {"optional": True}),
                ("tsa", core.Sequence, {"optional": True}),
                ("extensions", core.Sequence, {"optional": True}),
            ]

        # The content should be SignedData
        signed_data = ts_token["content"]

        # The actual timestamp should be in the encapContentInfo
        encap_content_info = signed_data["encap_content_info"]
        tst_info = TSTInfo.load(encap_content_info["content"])

        # Extract the genTime field from TSTInfo, type(genTime): <class 'datetime.datetime'>
        gen_time = tst_info["gen_time"].native

        return gen_time

    def _extract_signer_info(self, signer):
        self.log.debug(inspect.currentframe().f_code.co_name)
        signing_time = None

        for attr_set in [signer["signed_attrs"], signer["unsigned_attrs"]]:
            if attr_set:
                for attribute in attr_set:
                    attr_type = attribute["type"].dotted
                    if attr_type == "1.2.840.113549.1.9.5":  # signingTime
                        signing_time = attribute["values"][0].native
                        break
                    elif (
                        attr_type == "1.3.6.1.4.1.311.3.2.1"
                        or attr_type == "1.3.6.1.4.1.311.3.3.1"
                    ):  # microsoft_time_stamp_token
                        try:
                            ts_token = attribute["values"][0].native
                            signing_time = self._parse_microsoft_time_stamp(ts_token)
                            self.log.debug(
                                f"Signing Time from Microsoft Time Stamp Token: {signing_time}"
                            )
                        except Exception as e:
                            self.log.error(
                                f"Error parsing Microsoft Time Stamp Token: {e}"
                            )
                            self.log.error("Token structure:", attribute["values"][0])
                    elif attr_type == "1.2.840.113549.1.9.6":  # counterSignature
                        counter_sig_values = attribute["values"]
                        for counter_sig_value in counter_sig_values:
                            try:
                                counter_sig_info = cms.SignerInfo.load(
                                    counter_sig_value.native
                                )
                                cs_signed_attrs = counter_sig_info["signed_attrs"]
                                for cs_attr in cs_signed_attrs:
                                    cs_attr_type = cs_attr["type"].dotted
                                    if (
                                        cs_attr_type == "1.2.840.113549.1.9.5"
                                    ):  # signingTime
                                        signing_time = cs_attr["values"][0].native
                                        self.log.debug(
                                            "Signing Time (from countersignature):",
                                            signing_time,
                                        )
                                        break
                                if signing_time:
                                    break
                            except Exception as e:
                                self.log.error(
                                    f"Error processing countersignature: {e}"
                                )
                    if signing_time:
                        break
            if signing_time:
                break
        signer_serial_number = format(
            signer["sid"].native["serial_number"], "x"
        ).upper()
        grouped_serial_number = " ".join(
            [
                signer_serial_number[i : i + 2]
                for i in range(0, len(signer_serial_number), 2)
            ]
        )
        return PESigner(
            # this is to avoid duplicate _id with the Signer certificate used to sign as they are in the same ES index
            _id=format(signer["sid"].native["serial_number"], "x").upper()
            + signer["digest_algorithm"]["algorithm"].native,
            signer_serial_number=grouped_serial_number,
            signer_digest_algorithm=signer["digest_algorithm"]["algorithm"].native,
            signer_signature_algorithm=signer["signature_algorithm"][
                "algorithm"
            ].native,
            signing_time=(
                signing_time.strftime("%Y-%m-%d %H:%M:%S") if signing_time else None
            ),
            # "countersigners": extract_countersigners(signer), # TODO: Implement this
        )

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

        addr_8 = address + 8
        signature_data = bytes(
            self.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"]
        signers = signed_data["signer_infos"]

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

        signer_info_list = []
        for signer in signers:
            signer_info = self._extract_signer_info(signer)
            signer_info_list.append(signer_info)

        return certificates_list, signer_info_list

    def extract(self):
        try:
            self.log.debug(inspect.currentframe().f_code.co_name)
            if self._is_signed():
                certificates_list, signers_list = self._extract_signature_info()
                # self.export_to_elastic([PECodeSigning(certificates_list, signers_list)])
                self.export_to_elastic(certificates_list, Tag.PE_CERTIFICATE.value)
                self.export_to_elastic(signers_list, Tag.PE_SIGNER.value)
            return True
        except Exception as e:
            self.log.error(f"Error extracting PE Signature: {e}")
            return None