K. V. S. Hari

103 papers B 2Misc 12Journal 71Unranked 18
YearRankTypeTitle / Venue / Authors
2025 J jnl
IEEE Signal Process. Mag.
Michaël Unser, Dong Yu, Barry D. Van Veen, K. V. S. Hari, John G. Apostolopoulos, Daniel P. W. Ellis, Santiago Segarra, Katherine L. Bouman, Hongkang Li, Nicholas Chimitt, Burak Varici
2025 J jnl
IEEE Signal Process. Mag.
V. John Mathews, K. V. S. Hari
2025 J jnl
IEEE Trans. Commun.
Pavan Kumar Gadamsetty, K. V. S. Hari, Lajos Hanzo
2025 J jnl
IEEE Wirel. Commun. Lett.
Swati Bhattacharya, K. V. S. Hari, Yonina C. Eldar
2024 conf
MLMI@MICCAI (1)
Hemant Kumar Aggarwal, Sudhanya Chatterjee, Dattesh Shanbhag, Uday Patil, K. V. S. Hari
2024 J jnl
CoRR
Hemant Kumar Aggarwal, Sudhanya Chatterjee, Dattesh Shanbhag, Uday Patil, K. V. S. Hari
2024 Misc conf
ICASSP
Maria Francis, K. V. S. Hari
2023 conf
NCC
Pavan Kumar Gadamsetty, K. V. S. Hari
2023 J jnl
IEEE Access
Maria Francis, Farhad Mehran, K. V. S. Hari
2023 J jnl
Signal Process.
Satwika Bhogavalli, K. V. S. Hari, Éric Grivel, Vincent Corretja
2023 conf
SSP
Swati Bhattacharya, K. V. S. Hari, Yonina C. Eldar
2023 J jnl
CoRR
Swati Bhattacharya, K. V. S. Hari, Yonina C. Eldar
2023 Misc conf
ICASSP
Satwika Bhogavalli, Éric Grivel, K. V. S. Hari, Vincent Corretja
2022 conf
SPCOM
Swati Bhattacharya, K. V. S. Hari
2022 J jnl
IEEE Veh. Technol. Mag.
Kamesh Namuduri, Uwe-Carsten Fiebig, David W. Matolak, Ismail Güvenç, K. V. S. Hari, Helka-Liina Määttänen
2022 conf
RIVF
K. V. S. Hari
2022 conf
EMBC
Shubham Sharma, K. V. S. Hari, Geert Leus
2021 J jnl
IEEE Veh. Technol. Mag.
Kamesh Namuduri, Uwe-Carsten Fiebig, K. V. S. Hari, David W. Matolak, Ismail Güvenç, Helka-Liina Määttänen
2021 conf
EUSIPCO
Satwika Bhogavalli, K. V. S. Hari
2020 Misc conf
ICASSP
Carl-Gustaf Jansson, Rajeev Thottappillil, Stefan Hillmann, Sebastian Möller, K. V. S. Hari, Rajesh Sundaresan
2020 Misc conf
ICASSP
Shubham Sharma, K. V. S. Hari, Geert Leus
2020 Misc conf
ICASSP
Shubham Sharma, K. V. S. Hari, Geert Leus
2019 J jnl
IEEE J. Sel. Areas Commun.
Rakshith Rajashekar, Marco Di Renzo, Lie-Liang Yang, K. V. S. Hari, Lajos Hanzo
2019 conf
NCC
Kiran Gunde, K. V. S. Hari
2019 J jnl
IEEE Trans. Veh. Technol.
Rakshith Rajashekar, Lie-Liang Yang, K. V. S. Hari, Lajos Hanzo
2018 J jnl
IEEE Trans. Commun.
Rakshith Rajashekar, Marco Di Renzo, K. V. S. Hari, Lajos Hanzo
2018 J jnl
Comput. Electr. Eng.
Renu Jose, K. V. S. Hari
2018 J jnl
IEEE Trans. Veh. Technol.
Rakshith Rajashekar, K. V. S. Hari, Lajos Hanzo
2018 J jnl
IEEE Access
Rakshith Rajashekar, K. V. S. Hari, Lajos Hanzo
2017 J jnl
IEEE Trans. Signal Process.
Rakshith Rajashekar, Marco Di Renzo, K. V. S. Hari, Lajos Hanzo
2017 J jnl
IEEE Commun. Lett.
Avik Santra, K. V. S. Hari
2017 J jnl
IEEE Trans. Commun.
Rakshith Rajashekar, Chao Xu, Naoki Ishikawa, Shinya Sugiura, K. V. S. Hari, Lajos Hanzo
2017 J jnl
IEEE Trans. Veh. Technol.
Rakshith Rajashekar, Naoki Ishikawa, Shinya Sugiura, K. V. S. Hari, Lajos Hanzo
2017 J jnl
IET Signal Process.
Renu Jose, K. V. S. Hari
2017 J jnl
IEEE Trans. Veh. Technol.
Amit Kumar Dutta, K. V. S. Hari, Chandra R. Murthy, Neelesh B. Mehta, Lajos Hanzo
2016 J jnl
Signal Process.
Karthik Upadhya, Chandra Sekhar Seelamantula, K. V. S. Hari
2016 Misc conf
ICASSP
Deepa K. G., Sooraj K. Ambat, K. V. S. Hari
2016 J jnl
IEEE Access
Pranav S. Koundinya, K. V. S. Hari, Lajos Hanzo
2016 J jnl
IEEE Commun. Surv. Tutorials
Ping Yang, Yue Xiao, Yong Liang Guan, K. V. S. Hari, A. Chockalingam, Shinya Sugiura, Harald Haas, Marco Di Renzo, Christos Masouros, Zi Long Liu, Lixia Xiao, Shaoqian Li, Lajos Hanzo
2015 J jnl
Signal Process.
Sooraj K. Ambat, K. V. S. Hari
2015 J jnl
CoRR
Deepa K. G., Sooraj K. Ambat, K. V. S. Hari
2015 J jnl
IEEE Trans. Veh. Technol.
Amit Kumar Dutta, K. V. S. Hari, Lajos Hanzo
2015 J jnl
IEEE Signal Process. Lett.
Rakshith Rajashekar, K. V. S. Hari, Lajos Hanzo
2014 J jnl
IEEE Trans. Signal Process.
Sooraj K. Ambat, Saikat Chatterjee, K. V. S. Hari
2014 J jnl
CoRR
Karthik Upadhya, Chandra Sekhar Seelamantula, K. V. S. Hari
2014 J jnl
IEEE Trans. Wirel. Commun.
Dinesh Dileep Gaurav, K. V. S. Hari
2014 J jnl
IET Signal Process.
Renu Jose, K. V. S. Hari
2014 J jnl
IET Commun.
Amit Kumar Dutta, K. V. S. Hari, Lajos Hanzo
2014 J jnl
Signal Process.
N. Mukund Sriram, B. S. Adiga, K. V. S. Hari
2014 J jnl
IEEE Trans. Commun.
Amit Kumar Dutta, K. V. S. Hari, Lajos Hanzo
2014 conf
NCC
Deepa K. G., Sooraj K. Ambat, K. V. S. Hari
2014 J jnl
IEEE Trans. Veh. Technol.
Mohammad Ismat Kadir, Sheng Chen, K. V. S. Hari, Krishnamurthy Giridhar, Lajos Hanzo
2014 J jnl
Signal Process.
Sooraj K. Ambat, Saikat Chatterjee, K. V. S. Hari
2014 conf
NCC
Prateek Basavapur Swamy, Sooraj K. Ambat, Saikat Chatterjee, K. V. S. Hari
2014 J jnl
IEEE Trans. Commun.
Rakshith Rajashekar, K. V. S. Hari, Lajos Hanzo
2013 J jnl
IEEE Signal Process. Lett.
Dinesh Dileep Gaurav, K. V. S. Hari
2013 J jnl
CoRR
Dinesh Dileep Gaurav, K. V. S. Hari
2013 J jnl
IEEE Signal Process. Lett.
Rakshith Rajashekar, K. V. S. Hari, Lajos Hanzo
2013 J jnl
IEEE Veh. Technol. Mag.
Rong Zhang, Li Wang, Gerard Parr, Osianoh Glenn Aliu, Benga Awoseyila, Nader Azarmi, Saleem Bhatti, Eliane L. Bodanese, Hong Chen, Mehrdad Dianati, Amit Kumar Dutta, Michael Fitch, Krishnamurthy Giridhar, Steve Hailes, K. V. S. Hari, Muhammad Ali Imran, Aditya K. Jagannatham, Abhay Karandikar, Santosh Kawade, Mohammed Zafar Ali Khan, Sayee C. Kompalli, Patrick Langdon, Babu Narayanan, Andreas Mauthe, Joseph McGeehan, Neelesh B. Mehta, J. Klutto Milleth, Klaus Moessner, Rakshith Rajashekar, Barathram Ramkumar, Vinay J. Ribeiro, Kasturi Vasudevan, Lajos Hanzo, John Bigham
2013 J jnl
IEEE Commun. Lett.
Rakshith Rajashekar, K. V. S. Hari, Lajos Hanzo
2013 J jnl
IEEE Signal Process. Lett.
Rakshith Jagannath, K. V. S. Hari
2013 J jnl
IEEE Trans. Signal Process.
Sooraj K. Ambat, Saikat Chatterjee, K. V. S. Hari
2013 Misc conf
ICASSP
Sooraj K. Ambat, Saikat Chatterjee, K. V. S. Hari
2013 J jnl
CoRR
Renu Jose, Sooraj K. Ambat, K. V. S. Hari
2013 J jnl
IET Commun.
Renu Jose, K. V. S. Hari
2013 conf
EW
Rakshith Rajashekar, K. V. S. Hari, Krishnamurthy Giridhar, Lajos Hanzo
2013 J jnl
IEEE Trans. Commun.
Rakshith Rajashekar, K. V. S. Hari, Lajos Hanzo
2013 J jnl
IEEE Signal Process. Lett.
Rakshith Rajashekar, K. V. S. Hari, Lajos Hanzo
2012 conf
EUSIPCO
Sooraj K. Ambat, Saikat Chatterjee, K. V. S. Hari
2012 J jnl
CoRR
Sooraj K. Ambat, Saikat Chatterjee, K. V. S. Hari
2012 conf
ICC
Li Wang, K. V. S. Hari, Lajos Hanzo
2012 J jnl
CoRR
Rakshith Rajashekar, K. V. S. Hari
2012 J jnl
CoRR
Renu Jose, K. V. S. Hari
2012 J jnl
CoRR
Rakshith Rajashekar, K. V. S. Hari
2012 J jnl
CoRR
Rakshith Rajashekar, K. V. S. Hari, Lajos Hanzo
2011 conf
VTC Spring
Amit Kumar Dutta, K. V. S. Hari
2011 conf
WPMC
Dinesh Dileep Gaurav, K. V. S. Hari
2011 B conf
GLOBECOM
Rakshith Rajashekar, K. V. S. Hari, Lajos Hanzo
2011 Misc conf
ICASSP
K. V. S. Hari, V. Lalitha
2010 J jnl
IEEE J. Sel. Top. Signal Process.
Satya Sudhakar Yedlapalli, K. V. S. Hari
2009 J jnl
IEEE Trans. Signal Process.
M. R. Bhavani Shankar, K. V. S. Hari
2007 B conf
PIMRC
Karthik Muralidhar, Kwok H. Li, K. V. S. Hari
2006 conf
EUSIPCO
A. Vijaya Krishna, K. V. S. Hari
2006 J jnl
IEEE Trans. Signal Process.
A. Vijaya Krishna, K. V. S. Hari
2006 J jnl
IEEE Trans. Commun.
M. R. Bhavani Shankar, K. V. S. Hari
2004 J jnl
IEEE Trans. Signal Process.
V. G. S. Prasad, K. V. S. Hari
2004 conf
ICASSP (4)
T. S. Vinod, K. V. S. Hari
2004 J jnl
IEEE Signal Process. Lett.
M. R. Bhavani Shankar, K. V. S. Hari
2002 Misc conf
ICASSP
V. G. S. Prasad, K. V. S. Hari
2001 J jnl
IEEE Commun. Mag.
Helmut Bölcskei, Arogyaswami Paulraj, K. V. S. Hari, Rohit U. Nabar, Willie W. Lu
2000 J jnl
Signal Process.
Girish Ganesan, K. V. S. Hari
1999 J jnl
Signal Process.
K. V. S. Hari, B. V. Ramakrishnan
1996 J jnl
IEEE Trans. Signal Process.
L. Srinivas, K. V. S. Hari
1995 J jnl
IEEE Trans. Signal Process.
L. Srinivas, K. V. S. Hari
1994 J jnl
Autom.
K. V. S. Hari, Uma Gummadavelli
1993 conf
ICASSP (4)
K. V. S. Hari, Uma Gummadavelli
1993 J jnl
IEEE Trans. Signal Process.
Bhaskar D. Rao, K. V. S. Hari
1991 Misc conf
ICASSP
Bhaskar D. Rao, K. V. S. Hari
1990 Misc conf
ICASSP
Bhaskar D. Rao, K. V. S. Hari
1989 J jnl
IEEE Trans. Acoust. Speech Signal Process.
Bhaskar D. Rao, K. V. S. Hari
1989 J jnl
IEEE Trans. Acoust. Speech Signal Process.
Bhaskar D. Rao, K. V. S. Hari
1989 Misc conf
ICASSP
Bhaskar D. Rao, K. V. S. Hari
1987 J jnl
IEEE Trans. Acoust. Speech Signal Process.
Surendra Prasad, K. V. S. Hari
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"