K. R. Prasanna Kumar

21 papers A 1Journal 4Unranked 16
YearRankTypeTitle / Venue / Authors
2022 conf
WMT
Pavanpankaj Vegi, Sivabhavani J., Biswajit Paul, K. R. Prasanna Kumar, Chitra Viswanathan
2022 conf
ISDA (3)
K. R. Prasanna Kumar, S. Aravind, K. Gopinath, P. Navienkumar, K. Logeswaran, M. Gunasekar
2022 conf
WMT
Pavanpankaj Vegi, Sivabhavani J., Biswajit Paul, Abhinav Mishra, Prashant Banjare, K. R. Prasanna Kumar, Chitra Viswanathan
2021 conf
WAT@ACL/IJCNLP
Pavanpankaj Vegi, Sivabhavani J., Biswajit Paul, Chitra Viswanathan, K. R. Prasanna Kumar
2021 conf
IBICA
K. R. Prasanna Kumar, D. Pravin, N. Rokith Dhayal, S. Sathya
2021 conf
IBICA
K. R. Prasanna Kumar, P. Aswanth, A. Athithya, T. Gopika
2021 J jnl
J. Parallel Distributed Comput.
Raktim Bhattacharjee, Rajesh Rajagopalamenon, K. R. Prasanna Kumar, M. V. Vinu Paul, G. Athithan, A. V. Sahadevan
2020 J jnl
Neural Comput. Appl.
K. R. Prasanna Kumar, Kittusamy Kousalya
2020 J jnl
Multim. Tools Appl.
Paromita Choudhury, K. R. Prasanna Kumar, Sukumar Nandi, G. Athithan
2018 conf
ICACCI
Kadambari Sai Kiran, Anupam Mandal, K. R. Prasanna Kumar, Pabitra Mitra, S. Veni
2017 conf
NCC
Srinivasa Raghavan K. M., Nisha Meenakshi, Sanjeev Kumar Mittal, Chiranjeevi Yarra, Anupam Mandal, K. R. Prasanna Kumar, Prasanta Kumar Ghosh
2017 conf
MIKE
Anupam Mandal, K. R. Prasanna Kumar, Pabitra Mitra
2017 conf
ICAPR
Anupam Mandal, K. R. Prasanna Kumar, Pabitra Mitra
2014 J jnl
Int. J. Speech Technol.
Anupam Mandal, K. R. Prasanna Kumar, Pabitra Mitra
2013 conf
O-COCOSDA/CASLRE
Suparnakanti Das, Anupam Mandal, K. R. Prasanna Kumar, Paromita Choudhury, Anil Kumar Chilli
2013 conf
ICACCI
Paromita Choudhury, K. R. Prasanna Kumar, G. Athithan, Sukumar Nandi
2009 conf
ICAPR
Anupam Mandal, K. R. Prasanna Kumar, G. Athithan, C. Chandra Sekhar
2008 conf
ICON
Annapurna Agrawal, K. R. Prasanna Kumar, G. Athithan
2003 conf
ICASSP (2)
S. Krishnakumar, K. R. Prasanna Kumar, N. Balakrishnan
2003 A conf
INTERSPEECH
J. Sujatha, K. R. Prasanna Kumar, K. R. Ramakrishnan, N. Balakrishnan
2002 conf
JCIS
J. Sujatha, K. R. Prasanna Kumar, K. R. Ramakrishnan, N. Balakrishnan
redb/extractors/pe_extractors/pe_sections.py
← Index redb/extractors/pe_extractors/pe_sections.py python
import base64
import hashlib
import inspect
from redb.extractors.enum import Tag
from redb.extractors.pe_extractor import PEExtractor
from redb.models.dataclasses import PESection
from datetime import datetime, timezone
from typing import Any


class PESectionExtractor(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_sections"
        self.log.debug(inspect.currentframe().f_code.co_name)

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

    def _extract_sections(self):
        self.log.debug(inspect.currentframe().f_code.co_name)
        sections = []
        for section in self.pe.sections:
            try:
                name = self.process_binary_string(section.Name)
            except Exception as e:
                name = "UnableToDecode"
                self.log.warning(
                    f'Unable to store section Name "{section.Name}" for {self.hash.sha256}'
                    f" exception {e}"
                )
            sec_sha256 = section.get_hash_sha256()
            sec_md5 = section.get_hash_md5()
            # sec_entropy = "%.2f" % section.get_entropy()
            sec_entropy = section.get_entropy()
            pe_section = PESection(
                _id=hashlib.sha256(
                    name.encode()
                ).hexdigest(),  # usecase 8e035beb02a411f8a9e92d4cf184ad34f52bbd0a81a50c222cdd4706e4e45104, all section have same sha256
                section_name=name,
                section_name_b64=base64.b64encode(
                    section.Name.rstrip(b'\x00')
                ).decode(),  # base64.b64decode(b64) to decode
                section_v_addr=section.VirtualAddress,
                section_v_addr_hex=hex(section.VirtualAddress),
                section_v_size=section.Misc_VirtualSize,
                section_size=section.SizeOfRawData,
                section_pointer_to_raw_data=hex(section.PointerToRawData),
                section_md5=sec_md5,
                section_sha256=sec_sha256,
                section_entropy=sec_entropy,
            )
            sections.append(pe_section)
        return sections

    def extract(self):
        self.log.debug(inspect.currentframe().f_code.co_name)
        try:
            sections = self._extract_sections()
            # self.export_to_elastic(sections)  # Let the exporters handle this
            return sections
        except Exception as e:
            self.log.error(f"Error extracting PE sections: {e}")
            return None

    def prepare_export_data(self, exporter_type: str) -> Any:
        if exporter_type == "ElasticsearchExporter":
            return self.extract()
        elif exporter_type == "ClickHouseExporter":
            sections = self.extract()
            if sections is None:
                return None
            
            data = []
            current_time = datetime.now(timezone.utc)
            
            for section in sections:
                data.append([
                    self.sha256,                          # sha256
                    self.md5,                             # md5
                    self.sha1,                            # sha1
                    section.section_name,                 # section_name
                    section.section_name_b64,             # section_name_b64
                    section.section_entropy,              # section_entropy
                    section.section_sha256,               # section_sha256
                    section.section_md5,                  # section_md5
                    section.section_size,                 # section_size
                    section.section_v_addr,               # section_v_addr
                    section.section_v_size,               # section_v_size
                    int(section.section_pointer_to_raw_data, 16),  # section_pointer_to_raw_data - convert from hex
                    current_time                          # analysis_date
                ])
            
            column_names = [
                'sha256', 'md5', 'sha1', 'section_name', 'section_name_b64',
                'section_entropy', 'section_sha256', 'section_md5', 'section_size',
                'section_v_addr', 'section_v_size', 'section_pointer_to_raw_data',
                'analysis_date'
            ]
            
            if not data:
                return None

            column_type_names = [
                'FixedString(64)', 'FixedString(32)', 'FixedString(40)',
                'LowCardinality(String)', 'LowCardinality(String)',
                'Float64', 'FixedString(64)', 'FixedString(32)', 'UInt64',
                'UInt64', 'UInt64', 'UInt64',
                'DateTime64(3, \'UTC\')'
            ]

            return (data, column_names, column_type_names)

    def get_clickhouse_table(self) -> str:
        return "redb_pe_sections"