Manjunatha Mahadevappa

87 papers B 1C 6Misc 1Journal 33Unranked 46
YearRankTypeTitle / Venue / Authors
2025 J jnl
Biomed. Signal Process. Control.
Chiranjib Bhowmick, Arita Halder, Shirin Dasgupta, Pranab Kumar Dutta, Manjunatha Mahadevappa
2025 J jnl
Circuits Syst. Signal Process.
Poulomi Pal, Manjunatha Mahadevappa
2025 J jnl
IEEE Trans. Instrum. Meas.
Arita Halder, Manjunatha Mahadevappa
2024 J jnl
Expert Syst. Appl.
Gowtham Reddy N, Swati Rani Hait, Debashree Guha, Manjunatha Mahadevappa
2024 J jnl
Image Vis. Comput.
Karri Karthik, Manjunatha Mahadevappa
2024 conf
EMBC
Gowtham Reddy N, Debashree Guha, Manjunatha Mahadevappa
2024 J jnl
Appl. Artif. Intell.
Karri Karthik, Manjunatha Mahadevappa
2024 conf
NCC
Gowtham Reddy N, Chandrima Debnath, Debashree Guha, Aneek Adhya, Manjunatha Mahadevappa
2024 J jnl
Biomed. Signal Process. Control.
Poulomi Pal, Manjunatha Mahadevappa
2023 J jnl
IEEE Trans. Artif. Intell.
Poulomi Pal, Manjunatha Mahadevappa
2023 J jnl
Biomed. Signal Process. Control.
Somaraju Boda, Manjunatha Mahadevappa, Pranab Kumar Dutta
2023 J jnl
J. Ambient Intell. Humaniz. Comput.
Saikat Basu, Sudipta Saha, Sourav Das, Rajlaksmi Guha, Jayanta Mukherjee, Manjunatha Mahadevappa
2023 J jnl
Biomed. Signal Process. Control.
Karri Karthik, Manjunatha Mahadevappa
2023 conf
EMBC
Arita Halder, Chiranjib Bhowmick, Pranab Kumar Dutta, Manjunatha Mahadevappa
2023 conf
EMBC
Sharique Ali Asghar, Manjunatha Mahadevappa
2023 conf
ICCCNT
Arita Halder, Chiranjib Bhowmick, Pranab Kumar Dutta, Manjunatha Mahadevappa
2023 conf
EMBC
Shatakshi Singh, Dimple Dawar, Jeyaraj Pandian, Rajeshwar Sahonta, C. S. Kumar, Manjunatha Mahadevappa
2023 J jnl
Vis. Comput.
Amritha Abdul Salam, Manjunatha Mahadevappa, Asha Das, Madhu S. Nair
2023 conf
EMBC
Poulomi Pal, Manjunatha Mahadevappa
2022 conf
EMBC
Poulomi Pal, Sumagna Dey, Manjunatha Mahadevappa
2022 conf
CinC
Poulomi Pal, Manjunatha Mahadevappa
2022 J jnl
Signal Image Video Process.
Amritha Abdul Salam, Manjunatha Mahadevappa, Asha Das, Madhu S. Nair
2022 J jnl
Signal Image Video Process.
Manish N. Tibdewal, Dhanashri Narayan Wategaonkar, Manjunatha Mahadevappa, Ajoy Kumar Ray, Ashok Dhoke, Monika Malokar
2021 J jnl
Biomed. Signal Process. Control.
Somaraju Boda, Manjunatha Mahadevappa, Pranab Kumar Dutta
2021 J jnl
Sensors
Rinku Roy, Manjunatha Mahadevappa, Kianoush Nazarpour
2021 C conf
TENCON
Amritha Abdul Salam, Poulomi Pal, Manjunatha Mahadevappa
2021 C conf
TENCON
Poulomi Pal, Amritha Abdul Salam, Manjunatha Mahadevappa
2021 J jnl
Medical Biol. Eng. Comput.
Thirumagal Jayaraman, Manjunatha Mahadevappa, Anup Sadhu, Pranab Kumar Dutta
2021 conf
EMBC
Shatakshi Singh, Bablu Tiwari, Dimple Dawar, Manpreet Kaur, Jeyaraj Pandian, Rajeshwar Sahonta, C. S. Kumar, Manjunatha Mahadevappa
2020 conf
EMBC
Sharique Ali Asghar, Poulomi Pal, Kashif Nazeer, Manjunatha Mahadevappa
2020 J jnl
IEEE Trans. Affect. Comput.
Anup Kumar Roy, Md. Nadeem Akhtar, Manjunatha Mahadevappa, Rajlakshmi Guha, Jayanta Mukherjee
2020 J jnl
Comput. Biol. Medicine
Rinku Roy, Debdeep Sikdar, Manjunatha Mahadevappa
2020 J jnl
IEEE Trans. Computational Imaging
Sanjeev Kumar, Manjunatha Mahadevappa, Pranab Kumar Dutta
2020 C conf
TENCON
Chiranjib Bhowmick, Pranab Kumar Dutta, Manjunatha Mahadevappa
2020 C conf
BIBE
Sudipta Ghosh, Bhabani Prasad Chattopadhyay, Ram Mohan Roy, Jayanta Mukhopadhyay, Manjunatha Mahadevappa
2020 J jnl
Vis. Comput. Ind. Biomed. Art
Thirumagal Jayaraman, Sravan Reddy M., Manjunatha Mahadevappa, Anup Sadhu, Pranab Kumar Dutta
2020 conf
EMBC
Poulomi Pal, Sudipta Ghosh, Bhabani Prasad Chattopadhyay, Kalyan Kumar Saha, Manjunatha Mahadevappa
2020 conf
EMBC
Chiranjib Bhowmick, Pranab Kumar Dutta, Manjunatha Mahadevappa
2019 conf
EMBC
Anup Kumar Roy, Shazia Nasreen, Debabrata Majumder, Manjunatha Mahadevappa, Rajlakshmi Guha, Jayanta Mukhopadhyay
2019 J jnl
Artif. Intell. Medicine
Sudipta Ghosh, Bhabani Prasad Chattopadhyay, Ram Mohan Roy, Jayanta Mukherjee, Manjunatha Mahadevappa
2019 conf
IHCI
Shatakshi Singh, Ashutosh Pradhan, Koushik Bakshi, Bablu Tiwari, Dimple Dawar, Mahesh Kate, Jeyaraj Pandian, C. S. Kumar, Manjunatha Mahadevappa
2019 conf
EMBC
Debdeep Sikdar, Rinku Roy, Manjunatha Mahadevappa
2019 C conf
TENCON
Karri Karthik, Manjunatha Mahadevappa, Krunal Patel
2019 C conf
TENCON
Amritha Abdul Salam, Manjunatha Mahadevappa
2018 conf
EMBC
Aupendu Kar, Sutanu Bera, Sri Phani Krishna Karri, Sudipta Ghosh, Manjunatha Mahadevappa, Debdoot Sheet
2018 conf
EMBC
Sutanu Bera, Rinku Roy, Debdeep Sikdar, Aupendu Kar, Rupsha Mukhopadhyay, Manjunatha Mahadevappa
2018 J jnl
Medical Biol. Eng. Comput.
Rinku Roy, Debdeep Sikdar, Manjunatha Mahadevappa, C. S. Kumar
2018 conf
BioRob
Rinku Roy, Ankush Roy, Manjunatha Mahadevappa
2018 conf
IHCI
Debdeep Sikdar, Rinku Roy, Manjunatha Mahadevappa
2018 conf
EMBC
Rupsha Mukhopadhyay, Manjunatha Mahadevappa, Prasanna Kumar Lenka, Abhishek Biswas
2018 conf
IEEE SENSORS
Rinku Roy, Atul Kumar, Manjunatha Mahadevappa, Cheruvu Siva Kumar
2018 conf
IEEE SENSORS
Satarupa Biswas, Rinku Roy, Debdeep Sikdar, Soumen Das, Manjunatha Mahadevappa
2018 conf
IHCI
Batala Sandhya, Manjunatha Mahadevappa
2018 J jnl
Biomed. Signal Process. Control.
Debdeep Sikdar, Rinku Roy, Manjunatha Mahadevappa
2018 J jnl
Biomed. Signal Process. Control.
Koushik Bakshi, Manjunatha Mahadevappa, C. S. Kumar
2018 conf
EMBC
Debdeep Sikdar, Rinku Roy, Koushik Bakshi, Manjunatha Mahadevappa
2018 conf
EMBC
Sudipta Ghosh, Bhabani Prasad Chattopadhyay, Ram Mohan Roy, Jayanta Mukhopadhyay, Manjunatha Mahadevappa
2018 conf
EMBC
Koushik Bakshi, Rajesh Pramanik, Manjunatha Mahadevappa, C. S. Kumar
2017 conf
EMBC
Satarupa Biswas, Debdeep Sikdar, Soumen Das, Manjunatha Mahadevappa
2017 conf
NER
Satarupa Biswas, Debanjan Das, Manjunatha Mahadevappa, Soumen Das
2017 J jnl
Signal Image Video Process.
Manish N. Tibdewal, Rohan R. Fate, Manjunatha Mahadevappa, Ajoy Kumar Ray, Monika Malokar
2017 conf
NER
Rinku Roy, Debdeep Sikdar, Manjunatha Mahadevappa, C. S. Kumar
2017 conf
NER
Koushik Bakshi, Satarupa Biswas, Manjunatha Mahadevappa, C. S. Kumar
2017 conf
CVPR Workshops
Hrushikesh Garud, Sri Phani Krishna Karri, Debdoot Sheet, Jyotirmoy Chatterjee, Manjunatha Mahadevappa, Ajoy Kumar Ray, Arindam Ghosh, Ashok K. Maity
2017 conf
NER
Debdeep Sikdar, Rinku Roy, Manjunatha Mahadevappa
2017 J jnl
Biomed. Signal Process. Control.
Manish N. Tibdewal, Himanshu R. Dey, Manjunatha Mahadevappa, Ajoy Kumar Ray, Monika Malokar
2016 conf
ICVGIP Workshops
Hrushikesh Garud, Sri Phani Krishna Karri, Debdoot Sheet, Ashok Kumar Maity, Jyotirmoy Chatterjee, Manjunatha Mahadevappa, Ajoy Kumar Ray
2015 J jnl
Int. J. Commun. Syst.
Judhistir Mahapatro, Sudip Misra, Manjunatha Mahadevappa, Nabiul Islam
2015 conf
EMBC
Kausik Basak, Goutam Dey, Debdoot Sheet, Manjunatha Mahadevappa, Mahitosh Mandal, Pranab Kumar Dutta
2015 J jnl
IET Networks
Sudip Misra, Judhistir Mahapatro, Manjunatha Mahadevappa, Nabiul Islam
2015 conf
EMBC
Rupsha Mukhopadhyay, Manjunatha Mahadevappa, Prasanna Kumar Lenka, Abhishek Biswas
2015 conf
IHCI
Rinku Roy, Manjunatha Mahadevappa, C. S. Kumar
2014 conf
BHI
Hrushikesh Garud, Ajoy Kumar Ray, Manjunatha Mahadevappa, Jyotirmoy Chatterjee, Subhamoy Mandal
2014 conf
BHI
Sri Phani Krishna Karri, Hrushikesh Garud, Debdoot Sheet, Jyotirmoy Chatterjee, Debjani Chakraborty, Ajoy Kumar Ray, Manjunatha Mahadevappa
2013 conf
NCVPRIPG
Kausik Basak, Manjunatha Mahadevappa, Pranab Kumar Dutta
2012 conf
WOCN
Judhistir Mahapatro, Sudip Misra, Manjunatha Mahadevappa, Nabiul Islam
2012 conf
IHCI
Judhistir Mahapatro, Sudip Misra, Manjunatha Mahadevappa, Nabiul Islam
2012 J jnl
Medical Biol. Eng. Comput.
Kausik Basak, Manjunatha Mahadevappa, Pranab Kumar Dutta
2012 conf
EMBC
Bikas K. Arya, J. Mohapatra, K. Subramanya, Hari Prasad, Ratnesh Kumar, Manjunatha Mahadevappa
2011 J jnl
Int. J. Medical Eng. Informatics
Sukanta K. Sabut, Chanda Sikdar, Priyanka Singh, Ratnesh Kumar, Manjunatha Mahadevappa
2011 Misc conf
COMSNETS
Amit Kumar, Rusha Patra, Manjunatha Mahadevappa, Jayanta Mukhopadhyay, Arun K. Majumdar
2011 J jnl
IEEE Trans. Biomed. Eng.
Subhamoy Mandal, Kausik Basak, K. M. Mandana, Ajoy Kumar Ray, Jyotirmoy Chatterjee, Manjunatha Mahadevappa
2011 conf
EMBC
Sukanta K. Sabut, Chanda Sikdar, R. Kumar, Manjunatha Mahadevappa
2010 J jnl
IEEE Trans. Consumer Electron.
Debdoot Sheet, Hrushikesh Garud, Amit Suveer, Manjunatha Mahadevappa, Jyotirmoy Chatterjee
2010 conf
ICDIP
Debdoot Sheet, Vikram Venkatraghavan, Amit Suveer, Hrushikesh Garud, Jyotirmoy Chatterjee, Manjunatha Mahadevappa, Ajoy Kumar Ray
2008 conf
ICETET
Sukanta K. Sabut, Manjunatha Mahadevappa
2004 B conf
IJCNN
Mark S. Humayun, Douglas Yanai, Robert J. Greenberg, James Little, Brian V. Mech, Manjunatha Mahadevappa, James D. Weiland, Gildo Y. Fujii, Eugene de Juan Jr.
redb/extractors/elf_extractors/elf_imports.py
← Index redb/extractors/elf_extractors/elf_imports.py python
import inspect
from datetime import datetime, timezone
from typing import Any, List, Set

from elftools.elf.elffile import ELFFile
from elftools.common.exceptions import ELFError

from redb.extractors.enum import Tag
from redb.extractors.elf_extractor import ELFExtractor
from redb.models.dataclasses import ELFImport


class ELFImportExtractor(ELFExtractor):

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

    def _get_import_libraries(self, elf) -> List[str]:
        """Extract imported libraries from dynamic section."""
        libraries = []

        try:
            # Get the dynamic section
            dynamic_section = elf.get_section_by_name('.dynamic')
            if not dynamic_section:
                return libraries

            # Extract DT_NEEDED entries (required libraries)
            for tag in dynamic_section.iter_tags():
                if tag.entry.d_tag == 'DT_NEEDED':
                    libraries.append(tag.needed)

        except Exception as e:
            self.log.error(f"Error extracting import libraries: {e}")

        return libraries

    def _get_imported_functions_from_symbols(self, elf) -> Set[str]:
        """Extract imported functions from dynamic symbol table."""
        imported_functions = set()

        try:
            # Get the dynamic symbol table
            dynsym_section = elf.get_section_by_name('.dynsym')
            if not dynsym_section or not hasattr(dynsym_section, 'iter_symbols'):
                return imported_functions

            # Look for undefined symbols (imports)
            for symbol in dynsym_section.iter_symbols():
                # Check if symbol is undefined (imported)
                if (symbol.entry.get('st_shndx', 0) == 'SHN_UNDEF' and
                    symbol.name and
                    symbol.entry.get('st_info', {}).get('bind') in ['STB_GLOBAL', 'STB_WEAK']):
                    imported_functions.add(symbol.name)

        except Exception as e:
            self.log.error(f"Error extracting imported functions from symbols: {e}")

        return imported_functions

    def _get_imported_functions_from_relocations(self, elf) -> Set[str]:
        """Extract imported functions from relocation sections."""
        imported_functions = set()

        try:
            # Look through relocation sections
            for section in elf.iter_sections():
                if hasattr(section, 'iter_relocations'):
                    try:
                        for relocation in section.iter_relocations():
                            # Get symbol associated with relocation
                            if hasattr(relocation, 'symbol') and relocation.symbol:
                                symbol_name = relocation.symbol.name
                                if symbol_name:
                                    imported_functions.add(symbol_name)
                    except Exception as e:
                        self.log.debug(f"Could not process relocations in section {section.name}: {e}")

        except Exception as e:
            self.log.error(f"Error extracting imported functions from relocations: {e}")

        return imported_functions

    def _get_plt_functions(self, elf) -> Set[str]:
        """Extract functions from PLT (Procedure Linkage Table) sections."""
        plt_functions = set()

        try:
            # Look for PLT-related sections
            plt_sections = ['.plt', '.plt.got', '.plt.sec']

            for section_name in plt_sections:
                section = elf.get_section_by_name(section_name)
                if section:
                    # PLT functions are typically associated with relocations
                    # We'll get them from the relocation analysis
                    pass

        except Exception as e:
            self.log.error(f"Error extracting PLT functions: {e}")

        return plt_functions

    def tag(self):
        return Tag.ELF_IMPORTS.value if hasattr(Tag, 'ELF_IMPORTS') else "elf_imports"

    def extract(self):
        try:
            self.log.debug(inspect.currentframe().f_code.co_name)

            def extract_data(elf):
                # Extract import libraries
                import_libraries = self._get_import_libraries(elf)

                # Extract imported functions from multiple sources
                imported_functions = set()

                # From dynamic symbols
                symbol_imports = self._get_imported_functions_from_symbols(elf)
                imported_functions.update(symbol_imports)

                # From relocations
                relocation_imports = self._get_imported_functions_from_relocations(elf)
                imported_functions.update(relocation_imports)

                # From PLT
                plt_imports = self._get_plt_functions(elf)
                imported_functions.update(plt_imports)

                # Convert to sorted lists for consistent output
                import_libraries_list = sorted(list(set(import_libraries)))
                import_functions_list = sorted(list(imported_functions))

                # Return ELFImport dataclass
                return ELFImport(
                    elf_imports_total=len(import_functions_list),
                    elf_import_libraries=import_libraries_list,
                    elf_import_functions=import_functions_list,
                )

            if not self._is_elf_file():
                return None

            result = self._with_elf_file(extract_data)
            if result is None:
                return None

            self.elf_imports = result
            return self.elf_imports

        except Exception as e:
            self.log.error(f"Error extracting ELF imports {self.hash.sha256}: {e}")
            return None

    def prepare_export_data(self, exporter_type: str) -> Any:
        self.log.debug(inspect.currentframe().f_code.co_name)

        if exporter_type == "ElasticsearchExporter":
            return self.elf_imports
        elif exporter_type == "ClickHouseExporter":
            try:
                if not self.elf_imports:
                    return None

                # Prepare data array
                data = [[
                    self.sha256,
                    self.md5,
                    self.sha1,
                    self.elf_imports.elf_imports_total,
                    self.elf_imports.elf_import_libraries,
                    self.elf_imports.elf_import_functions,
                    datetime.now(timezone.utc)
                ]]

                column_names = [
                    'sha256', 'md5', 'sha1',
                    'elf_imports_total',
                    'elf_import_libraries',
                    'elf_import_functions',
                    'analysis_date'
                ]

                column_type_names = [
                    'FixedString(64)', 'FixedString(32)', 'FixedString(40)',
                    'UInt32',
                    'Array(LowCardinality(String))',
                    'Array(LowCardinality(String))',
                    'DateTime64(3, \'UTC\')'
                ]

                if not data:
                    return None

                return (data, column_names, column_type_names)

            except Exception as e:
                self.log.error(f"Error preparing export data: {e}")
                raise

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