Na Liu

32 papers C 3Misc 3Journal 23Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
IEEE Geosci. Remote. Sens. Lett.
Na Liu, Xu Zhang, Li Wang, Lianming Xu, Sha Zhu
2025 Misc conf
ICASSP
Yao Wang, Xin Wu, Lianming Xu, Na Liu, Li Wang
2025 J jnl
CoRR
Zhe Xiao, Shu Sun, Na Liu, Lianming Xu, Li Wang
2025 Misc conf
ICASSP
Na Liu, Lianming Xu, Suxian Fu, Li Wang
2025 J jnl
IEEE Wirel. Commun. Lett.
Yifan Wang, Shu Sun, Na Liu, Lianming Xu, Li Wang
2024 J jnl
IEEE Trans. Neural Networks Learn. Syst.
Yinjian Wang, Wei Li, Na Liu, Yuanyuan Gui, Ran Tao
2024 J jnl
CoRR
Yifan Wang, Shu Sun, Na Liu, Lianming Xu, Li Wang
2023 J jnl
IEEE Trans. Geosci. Remote. Sens.
Yan Shi, Aiyong Tan, Na Liu, Wei Li, Ran Tao, Jocelyn Chanussot
2023 J jnl
Sci. China Inf. Sci.
Na Liu, Wei Li, Yinjian Wang, Ran Tao, Qian Du, Jocelyn Chanussot
2023 J jnl
IEEE Trans. Geosci. Remote. Sens.
Wei Li, Yinjian Wang, Na Liu, Chenchao Xiao, Zhiwei Sun, Qian Du
2023 J jnl
IEEE Geosci. Remote. Sens. Lett.
Na Liu, Wei Li, Xian Sun, Ran Tao, Jocelyn Chanussot
2023 J jnl
J. Cogn. Neurosci.
Na Liu, Di Wu, Yifan Wang, Pan Zhang, Yinling Zhang
2023 J jnl
IEEE Trans. Geosci. Remote. Sens.
Zhangxi Xiong, Na Liu, Nan Wang, Zhiwei Sun, Wei Li
2022 conf
WHISPERS
Yinjian Wang, Wei Li, Na Liu, Ran Tao
2022 Misc conf
ICASSP
Na Liu, Wei Li, Ran Tao
2022 J jnl
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yongsheng Zhou, Peiyun Chen, Na Liu, Qiang Yin, Fan Zhang
2022 J jnl
IEEE Trans. Geosci. Remote. Sens.
Na Liu, Wei Li, Ran Tao, Qian Du, Jocelyn Chanussot
2022 C conf
IGARSS
Na Liu, Yinjian Wang, Yixiao Yang, Wei Li, Ran Tao
2021 conf
WHISPERS
Ting Hu, Na Liu, Wei Li, Ran Tao, Feng Zhang, Paul Scheunders
2021 J jnl
IEEE Trans. Geosci. Remote. Sens.
Ting Hu, Wei Li, Na Liu, Ran Tao, Feng Zhang, Paul Scheunders
2021 J jnl
IEEE Trans. Geosci. Remote. Sens.
Na Liu, Lu Li, Wei Li, Ran Tao, James E. Fowler, Jocelyn Chanussot
2019 conf
WHISPERS
Na Liu, Wei Li, Ran Tao, James E. Fowler, Lina Yang
2019 J jnl
IEEE Trans. Geosci. Remote. Sens.
Wei Li, Yuxiang Zhang, Na Liu, Qian Du, Ran Tao
2019 J jnl
IEEE Trans. Geosci. Remote. Sens.
Na Liu, Wei Li, Ran Tao, James E. Fowler
2018 J jnl
IEEE J. Sel. Areas Commun.
Haijun Zhang, Na Liu, Keping Long, Julian Cheng, Victor C. M. Leung, Lajos Hanzo
2018 J jnl
IEEE J. Sel. Top. Signal Process.
Na Liu, Wei Li, Qian Du
2017 C conf
ICCC
Haijun Zhang, Na Liu, Keping Long, Victor C. M. Leung, Lajos Hanzo
2017 J jnl
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Na Liu, Robert Wang, Yunkai Deng, Shuo Zhao, Xiangyu Wang
2017 J jnl
IEEE Commun. Mag.
Haijun Zhang, Na Liu, Xiaoli Chu, Keping Long, Abdol-Hamid Aghvami, Victor C. M. Leung
2017 J jnl
CoRR
Haijun Zhang, Na Liu, Xiaoli Chu, Keping Long, Abdol-Hamid Aghvami, Victor C. M. Leung
2017 J jnl
Signal Process.
Na Liu, Ran Tao, Robert Wang, Yunkai Deng, Ning Li, Shuo Zhao
2016 C conf
IGARSS
Na Liu, Robert Wang, Shuo Zhao, Xiangyu Wang
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