Malay Bhattacharyya

62 papers A* 2B 1C 2Journal 39Unranked 17
YearRankTypeTitle / Venue / Authors
2026 A* conf
AAAI
Soumyajit Dev, Malay Bhattacharyya
2025 J jnl
IEEE Trans. Emerg. Top. Comput. Intell.
Arpita Sarkar, Malay Bhattacharyya, Utpal Garain, Saibal Kumar Pal, Shantanu, Sanghamitra Bandyopadhyay, Nikhil R. Pal
2025 J jnl
Cryptologia
Arpita Sarkar, Malay Bhattacharyya, Girish Mishra, Utpal Garain, Saibal K. Pal, Sanghamitra Bandyopadhyay, Nikhil R. Pal
2024 J jnl
CoRR
Akanksha Das, Jyoti Patel, Malay Bhattacharyya
2024 J jnl
CoRR
Akanksha Das, Malay Bhattacharyya
2024 conf
ICPR (24)
Jyoti Patel, Soumen Mandal, Malay Bhattacharyya
2024 ed.
PReMI
Ashish Ghosh, Irwin King, Malay Bhattacharyya, Shubhra Sankar Ray, Sankar K. Pal
2023 J jnl
Behav. Inf. Technol.
Sankar Kumar Mridha, Malay Bhattacharyya
2022 B conf
IEEE Big Data
Bijoly Saha Bhattacharya, Biswajit Mandal, Arindam Biswas, Malay Bhattacharyya
2022 C conf
COMPASS
Dipto Das, Malay Bhattacharyya, Laura S. Gaytán-Lugo, Ebtisam Abdullah Alabdulqader, Nova Ahmed
2021 conf
COMAD/CODS
G. S. S. Aditya Sairam, Parasuram Kolli, Anudeep Immidisetty, Pranav Kumar, Madhu Sudhan B, Malay Bhattacharyya
2021 J jnl
Soc. Netw. Anal. Min.
Chandrima Bhattacharya, Debaroti Chowdhury, Nova Ahmed, Su Özgür, Bodhisatwa Bhattacharya, Sankar Kumar Mridha, Malay Bhattacharyya
2020 J jnl
IEEE Trans. Knowl. Data Eng.
Sujoy Chatterjee, Anirban Mukhopadhyay, Malay Bhattacharyya
2020 J jnl
Inf. Process. Manag.
Sankar Kumar Mridha, Braznev Sarkar, Sujoy Chatterjee, Malay Bhattacharyya
2019 J jnl
IEEE Intell. Syst.
Sankar Kumar Mridha, Malay Bhattacharyya
2018 J jnl
Knowl. Based Syst.
Sujoy Chatterjee, Anirban Mukhopadhyay, Malay Bhattacharyya
2018 J jnl
Electron. Commer. Res.
Sankar Kumar Mridha, Malay Bhattacharyya
2018 conf
HCOMP (WIP&Demo)
Auroshikha Mandal, Mehul Agarwal, Malay Bhattacharyya
2018 J jnl
CoRR
Auroshikha Mandal, Mehul Agarwal, Malay Bhattacharyya
2018 conf
COMAD/CODS
Sankar Kumar Mridha, Malay Bhattacharyya
2018 conf
COMAD/CODS
Malay Bhattacharyya, Sankar Kumar Mridha
2017 J jnl
SIGWEB Newsl.
Sujoy Chatterjee, Anirban Mukhopadhyay, Malay Bhattacharyya
2017 conf
CHI Extended Abstracts
Sujoy Chatterjee, Malay Bhattacharyya
2017 J jnl
Inf. Sci.
Sujoy Chatterjee, Anirban Mukhopadhyay, Malay Bhattacharyya
2017 J jnl
CoRR
Sankar Kumar Mridha, Braznev Sarkar, Sujoy Chatterjee, Malay Bhattacharyya
2017 conf
AAAI Spring Symposia
Malay Bhattacharyya
2017 J jnl
Hum. Comput.
Sankar Kumar Mridha, Malay Bhattacharyya
2017 A* conf
ICDE
Sujoy Chatterjee, Anirban Mukhopadhyay, Malay Bhattacharyya
2017 J jnl
Inf. Sci.
Sujoy Chatterjee, Malay Bhattacharyya
2017 conf
CSCW Companion
Malay Bhattacharyya, Yoshihiko Suhara, Md. Mustafizur Rahman, Markus Krause
2017 J jnl
CoRR
Sujoy Chatterjee, Anirban Mukhopadhyay, Malay Bhattacharyya
2017 conf
AAAI Spring Symposia
Sujoy Chatterjee, Anirban Mukhopadhyay, Malay Bhattacharyya
2016 J jnl
CoRR
Sujoy Chatterjee, Anirban Mukhopadhyay, Malay Bhattacharyya
2016 J jnl
CoRR
Malay Bhattacharyya
2016 conf
IHCI
Ankita Singh, Richa Tibrewal, Chandrima Bhattacharya, Malay Bhattacharyya
2016 J jnl
CoRR
Abhisek Dash, Sujoy Chatterjee, Tripti Prasad, Malay Bhattacharyya
2016 conf
AAAI Spring Symposia
Malay Bhattacharyya
2016 conf
MobileHCI Adjunct
Richa Tibrewal, Ankita Singh, Malay Bhattacharyya
2015 conf
CODS
Sujoy Chatterjee, Malay Bhattacharyya
2015 J jnl
XRDS
Malay Bhattacharyya
2015 J jnl
Inf. Sci.
Malay Bhattacharyya, Sanghamitra Bandyopadhyay
2014 conf
EDBT/ICDT Workshops
Malay Bhattacharyya, Supratim Bhattacharya, Sanghamitra Bandyopadhyay
2013 J jnl
IEEE Trans. Biomed. Eng.
Malay Bhattacharyya, Manali Das, Sanghamitra Bandyopadhyay
2013 J jnl
IEEE ACM Trans. Comput. Biol. Bioinform.
Ujjwal Maulik, Anirban Mukhopadhyay, Malay Bhattacharyya, Lars Kaderali, Benedikt Brors, Sanghamitra Bandyopadhyay, Roland Eils
2012 C conf
IWOCA
Malay Bhattacharyya, Sanghamitra Bandyopadhyay
2012 J jnl
XRDS
Malay Bhattacharyya
2012 J jnl
Genom. Proteom. Bioinform.
Malay Bhattacharyya, Manali Das, Sanghamitra Bandyopadhyay
2011 J jnl
IEEE ACM Trans. Comput. Biol. Bioinform.
Sanghamitra Bandyopadhyay, Malay Bhattacharyya
2011 J jnl
XRDS
Malay Bhattacharyya, Vaggelis Giannikas
2011 conf
PReMI
Malay Bhattacharyya, Sanghamitra Bandyopadhyay, Ujjwal Maulik
2010 J jnl
BMC Bioinform.
Sanghamitra Bandyopadhyay, Malay Bhattacharyya
2009 J jnl
BMC Bioinform.
Sanghamitra Bandyopadhyay, Malay Bhattacharyya
2009 J jnl
Cybern. Syst.
Malay Bhattacharyya, Anup Kumar Bandyopadhyay
2009 J jnl
ACM Crossroads
Malay Bhattacharyya
2009 conf
ICAPR
Malay Bhattacharyya, Sanghamitra Bandyopadhyay
2009 J jnl
Fundam. Informaticae
Sanghamitra Bandyopadhyay, Malay Bhattacharyya
2009 J jnl
Memetic Comput.
Malay Bhattacharyya, Sanghamitra Bandyopadhyay
2008 conf
ICONIP (1)
Sanghamitra Bandyopadhyay, Malay Bhattacharyya
2008 J jnl
J. Multiple Valued Log. Soft Comput.
Malay Bhattacharyya, Manas Bhattacharyya
2008 J jnl
Optim. Lett.
Malay Bhattacharyya, Anup Kumar Bandyopadhyay
1998 J jnl
Fuzzy Sets Syst.
Malay Bhattacharyya
1998 J jnl
Fuzzy Sets Syst.
Malay Bhattacharyya
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