Rafael Ferreira

41 papers B 15Misc 3Journal 12Unranked 11
YearRankTypeTitle / Venue / Authors
2025 conf
EC-TEL (2)
Isabel Hilliger, Mar Pérez-Sanagustín, Esteban Villalobos, Rafael Ferreira, Carlos Gonzalez
2024 J jnl
J. Learn. Anal.
Isabel Hilliger, Hector G. Ceballos, Jorge Maldonado-Mahauad, Rafael Ferreira
2020 B conf
DocEng
Rafaella F. Vale, Rafael Dueire Lins, Rafael Ferreira
2020 B conf
ICALT
Elyda L. S. X. Freitas, Fernando da Fonseca de Souza, Vinicius C. Garcia, Rafael Ferreira, Dragan Gasevic
2019 J jnl
Internet High. Educ.
Vitor Rolim, Rafael Ferreira, Rafael Dueire Lins, Dragan Gasevic
2019 conf
AIED (2)
Arabella J. Sinclair, Rafael Ferreira, Dragan Gasevic, Christopher G. Lucas, Adam Lopez
2019 J jnl
Revista Brasileira de Informática na Educ.
Guilherme Passero, Rafael Ferreira, Rudimar Luís Scaranto Dazzi
2019 B conf
EDM
Guanliang Chen, David Lang, Rafael Ferreira, Dragan Gasevic
2019 B conf
ICALT
Taciana Pontual Falcão, Rafael Ferreira, Rodrigo Lins Rodrigues, Juliana Regueira Basto Diniz, Dragan Gasevic
2019 B conf
DocEng
Rafael Dueire Lins, Hilário Oliveira, Luciano de Souza Cabral, Jamilson Batista, Bruno Tenório Ávila, Diego A. Salcedo, Rafael Ferreira, Rinaldo Lima, Gabriel de França Pereira e Silva, Steven J. Simske
2019 B conf
DocEng
Rafael Dueire Lins, Hilário Oliveira, Luciano de Souza Cabral, Jamilson Batista, Bruno Tenório Ávila, Rafael Ferreira, Rinaldo Lima, Gabriel de França Pereira e Silva, Steven J. Simske
2019 conf
INTERACT (1)
Rodica Neamtu, André Câmara, Carlos Pereira, Rafael Ferreira
2018 conf
BRACIS
Rafaella F. Vale, Rafael Dueire Lins, Rafael Ferreira
2018 B conf
EC-TEL
Valter Neto, Vitor Rolim, Rafael Ferreira, Vitomir Kovanovic, Dragan Gasevic, Rafael Dueire Lins, Rodrigo Lins Rodrigues
2018 J jnl
Comput. Speech Lang.
Rafael Ferreira, George D. C. Cavalcanti, Fred Freitas, Rafael Dueire Lins, Steven J. Simske, Marcelo Riss
2018 conf
AIED (1)
Rafael Ferreira, Vitomir Kovanovic, Dragan Gasevic, Vitor Rolim
2017 J jnl
Revista Brasileira de Informática na Educ.
Vitor Rolim, Rafael Ferreira, Evandro Costa
2016 conf
WorldCIST (2)
Inés Maria González Vidal, Evandro de Barros Costa, Leandro Dias da Silva, Fabrísia Ferreira de Araújo, Rafael Ferreira
2016 B conf
DocEng
Rodolfo Ferreira, Rafael Ferreira, Rafael Dueire Lins, Hilário Oliveira, Marcelo Riss, Steven J. Simske
2016 J jnl
Comput. Speech Lang.
Rafael Ferreira, Rafael Dueire Lins, Steven J. Simske, Fred Freitas, Marcelo Riss
2016 J jnl
Expert Syst. Appl.
Hilário Oliveira, Rafael Ferreira, Rinaldo Lima, Rafael Dueire Lins, Fred Freitas, Marcelo Riss, Steven J. Simske
2015 B conf
DocEng
Jamilson Batista, Rodolfo Ferreira, Hilário Tomaz, Rafael Ferreira, Rafael Dueire Lins, Steven J. Simske, Gabriel Pereira e Silva, Marcelo Riss
2015 B conf
DocEng
Rafael Ferreira, Rafael Dueire Lins, Luciano de Souza Cabral, Fred Freitas, Steven J. Simske, Marcelo Riss
2015 conf
MICAI (Special Sessions)
Luciano de Souza Cabral, Rinaldo Lima, Rafael Dueire Lins, Manoel Neto, Rafael Ferreira, Steven J. Simske, Marcelo Riss
2015 B conf
DocEng
Gabriel Pereira e Silva, Rafael Ferreira, Rafael Dueire Lins, Luciano de Souza Cabral, Hilário Oliveira, Steven J. Simske, Marcelo Riss
2014 B conf
Document Analysis Systems
Rafael Ferreira, Frederico Luiz Gonçalves de Freitas, Luciano de Souza Cabral, Rafael Dueire Lins, Rinaldo Lima, Gabriel de França Pereira e Silva, Steven J. Simske, Luciano Favaro
2014 conf
WI-IAT (2)
Rafael Ferreira, Rafael Dueire Lins, Fred Freitas, Bruno Tenório Ávila, Steven J. Simske, Marcelo Riss
2014 J jnl
Expert Syst. Appl.
Rafael Ferreira, Luciano de Souza Cabral, Frederico Luiz Gonçalves de Freitas, Rafael Dueire Lins, Gabriel de França Pereira e Silva, Steven J. Simske, Luciano Favaro
2014 B conf
ACM Symposium on Document Engineering
Rafael Ferreira, Rafael Dueire Lins, Fred Freitas, Steven J. Simske, Marcelo Riss
2014 B conf
ACM Symposium on Document Engineering
Rinaldo J. Lima, Jamilson Batista, Rafael Ferreira, Fred Freitas, Rafael Dueire Lins, Steven J. Simske, Marcelo Riss
2013 conf
Web Intelligence
Rafael Ferreira, Frederico Luiz Gonçalves de Freitas, Luciano de Souza Cabral, Rafael Dueire Lins, Rinaldo Lima, Gabriel de França Pereira e Silva, Steven J. Simske, Luciano Favaro
2013 conf
DEXA (1)
Rinaldo Lima, Bernard Espinasse, Hilário Oliveira, Rafael Ferreira, Luciano de Souza Cabral, Dimas Filho, Fred Freitas, Renê Gadelha
2013 J jnl
Expert Syst. Appl.
Rafael Ferreira, Luciano de Souza Cabral, Rafael Dueire Lins, Gabriel Pereira e Silva, Fred Freitas, George D. C. Cavalcanti, Rinaldo Lima, Steven J. Simske, Luciano Favaro
2013 J jnl
Expert Syst. Appl.
Rafael Ferreira, Fred Freitas, Patrick H. S. Brito, Jean Melo, Rinaldo Lima, Evandro Costa
2012 conf
DEXA (1)
Hilário Oliveira, Rinaldo Lima, João Gomes, Rafael Ferreira, Frederico Luiz Gonçalves de Freitas, Evandro Costa
2012 J jnl
Expert Syst. Appl.
Evandro Costa, Rafael Ferreira, Patrick H. S. Brito, Ig Ibert Bittencourt, Olavo Holanda, Aydano P. Machado, Tarsis Marinho
2012 Misc conf
SAC
Rafael Ferreira, Patrick Henrique da S. Brito, Jean Melo, Evandro Costa, Rinaldo Lima, Frederico Luiz Gonçalves de Freitas
2012 J jnl
Int. J. Web Based Communities
Olavo Holanda, Rafael Ferreira, Evandro Costa, Ig Ibert Bittencourt, Jean Melo, Mário Peixoto, Willy Tiengo
2012 Misc conf
SAC
Rafael Ferreira, Rinaldo Lima, Jean Melo, Evandro Costa, Frederico Luiz Gonçalves de Freitas, Henrique Pacca Loureiro Luna
2012 B conf
ITS
Endhe Elias, Dalgoberto Miquilino, Ig Ibert Bittencourt, Thyago Tenório, Rafael Ferreira, Alan Silva, Seiji Isotani, Patrícia Augustin Jaques
2010 Misc conf
SAC
Tarsis Marinho, Evandro de Barros Costa, Diego Dermeval, Rafael Ferreira, Lucas Monteiro Braz, Ig Ibert Bittencourt, Henrique Pacca Loureiro Luna
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