R. S. Anand

64 papers B 3C 1Journal 48Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
Neural Comput. Appl.
Rajeev Kumar, R. S. Anand
2025 J jnl
Soft Comput.
Rajeev Kumar, R. S. Anand
2025 J jnl
Speech Commun.
Raj Kumar, Manoj Tripathy, Niraj Kumar, R. S. Anand
2025 B conf
SMC
Anand Mohan, Ojaswi Chopra, Ruchi Singh, Pradnya Praveen Simpi, Pratham Kumar Srivastava, R. S. Anand
2025 J jnl
IEEE Trans Autom. Sci. Eng.
Bulbul Behera, M. Felix Orlando, Tarun Kanti Podder, R. S. Anand
2024 J jnl
Prog. Artif. Intell.
Rajeev Kumar, R. S. Anand
2024 conf
ICCCNT
Anand Mohan, R. S. Anand
2024 B conf
SMC
Anand Mohan, R. S. Anand
2024 conf
ICSTCC
Bulbul Behera, Vishal Babu, Suraj Kumar, M. Felix Orlando, R. S. Anand
2023 conf
ICCSCE
Meenakshi Bisla, R. S. Anand
2023 J jnl
Biomed. Signal Process. Control.
Santhiya Thanaraj, Arun Balodi, R. S. Anand, Anurag Rawat
2022 B conf
RO-MAN
Kaushik Halder, M. Felix Orlando, R. S. Anand
2020 J jnl
Neural Comput. Appl.
Arun Balodi, R. S. Anand, M. L. Dewal, Anurag Rawat
2020 J jnl
IEEE Trans. Instrum. Meas.
Sneha Singh, R. S. Anand
2020 J jnl
IEEE Trans. Instrum. Meas.
Sneha Singh, R. S. Anand
2019 J jnl
Int. J. Imaging Syst. Technol.
Sneha Singh, R. S. Anand
2018 conf
RAIT
Arvind R. Yadav, Jayendra Kumar, R. S. Anand, M. L. Dewal, Sangeeta Gupta
2018 conf
ICIIS
Jayendra Kumar, S. P. Srivastava, R. S. Anand, Pratul Arvind, Shivain Bhardwaj, Ankit Thakur
2018 conf
DLMIA/ML-CDS@MICCAI
Shubham Kumar, Abhijit Guha Roy, Ping Wu, Sailesh Conjeti, R. S. Anand, Jian Wang, Igor Yakushev, Stefan Förster, Markus Schwaiger, Sung-Cheng Huang, Axel Rominger, Chuantao Zuo, Kuangyu Shi
2018 J jnl
CoRR
Shubham Kumar, Abhijit Guha Roy, Ping Wu, Sailesh Conjeti, R. S. Anand, Jian Wang, Igor Yakushev, Stefan Förster, Markus Schwaiger, Sung-Cheng Huang, Axel Rominger, Chuantao Zuo, Kuangyu Shi
2017 J jnl
Wirel. Pers. Commun.
Sachin Singh, Manoj Tripathy, R. S. Anand
2017 J jnl
Biomed. Signal Process. Control.
Deep Gupta, R. S. Anand
2016 C conf
FUSION
Hardik Jain, Olaf Hellwich, R. S. Anand
2016 J jnl
Comput. Biol. Medicine
Arun Balodi, M. L. Dewal, R. S. Anand, Anurag Rawat
2015 J jnl
Biomed. Signal Process. Control.
Deep Gupta, R. S. Anand, Barjeev Tyagi
2015 J jnl
Int. J. Speech Technol.
Sachin Singh, Manoj Tripathy, R. S. Anand
2015 J jnl
Int. J. Speech Technol.
Sachin Singh, Manoj Tripathy, R. S. Anand
2015 J jnl
Signal Image Video Process.
Deep Gupta, R. S. Anand, Barjeev Tyagi
2015 J jnl
Appl. Soft Comput.
Arvind R. Yadav, R. S. Anand, M. L. Dewal, Sangeeta Gupta
2015 J jnl
Biomed. Signal Process. Control.
Sneha Singh, Deep Gupta, R. S. Anand, Vinod Kumar
2015 J jnl
Signal Image Video Process.
Shruti Sharma, M. L. Dewal, R. S. Anand
2015 J jnl
IET Image Process.
Deep Gupta, R. S. Anand, Barjeev Tyagi
2014 J jnl
Biomed. Signal Process. Control.
Deep Gupta, R. S. Anand, Barjeev Tyagi
2014 J jnl
Wirel. Pers. Commun.
Mohammad Arif, R. S. Anand
2014 J jnl
Neurocomputing
Yatindra Kumar, M. L. Dewal, R. S. Anand
2014 J jnl
Signal Image Video Process.
Yatindra Kumar, M. L. Dewal, R. S. Anand
2014 J jnl
Signal Image Video Process.
Tirupathiraju Kanumuri, M. L. Dewal, R. S. Anand
2014 J jnl
Biomed. Signal Process. Control.
Deep Gupta, R. S. Anand, Barjeev Tyagi
2014 conf
SIRS
Sachin Singh, Manoj Tripathy, R. S. Anand
2013 J jnl
Signal Image Video Process.
Anil Kumar, Girish Kumar Singh, R. S. Anand
2013 conf
NCVPRIPG
Arvind R. Yadav, M. L. Dewal, R. S. Anand, Sangeeta Gupta
2013 J jnl
Int. J. Comput. Intell. Syst.
Emjee Puthooran, R. S. Anand, Shaktidev Mukherjee
2012 conf
ISED
Deep Gupta, R. S. Anand, Barjeev Tyagi
2012 conf
CICSyN
Raghupathi Gali, M. L. Dewal, R. S. Anand
2012 J jnl
Signal Image Video Process.
G. G. Bhutada, R. S. Anand, S. C. Saxena
2012 J jnl
Int. J. Speech Technol.
Mohammad Arif, R. S. Anand
2011 J jnl
Signal Image Video Process.
Anil Kumar, Girish Kumar Singh, R. S. Anand
2011 J jnl
J. Frankl. Inst.
Anil Kumar, Girish Kumar Singh, R. S. Anand
2011 J jnl
Appl. Soft Comput.
Anil Kumar, Girish Kumar Singh, R. S. Anand
2011 J jnl
Digit. Signal Process.
G. G. Bhutada, R. S. Anand, S. C. Saxena
2011 J jnl
Int. J. Inf. Commun. Technol.
Dinesh Kumar Rajoriya, R. S. Anand, R. P. Maheshwari
2011 J jnl
Int. J. Speech Technol.
Mohammad Arif, R. S. Anand
2011 J jnl
Int. J. Adv. Intell. Paradigms
Vijay Rajaram Rathod, R. S. Anand
2010 J jnl
Int. J. Math. Model. Numer. Optimisation
Anil Kumar, Girish Kumar Singh, R. S. Anand
2010 J jnl
J. Math. Model. Algorithms
Anil Kumar, Girish Kumar Singh, R. S. Anand
2010 conf
ICWET
Vijay Rajaram Rathod, R. S. Anand, Triupatiraju Kanumuri
2010 J jnl
Int. J. Comput. Intell. Stud.
G. G. Bhutada, R. S. Anand, S. C. Saxena
2010 J jnl
Int. J. Comput. Intell. Stud.
Dinesh Kumar Rajoriya, R. S. Anand, R. P. Maheshwari
2010 J jnl
Int. J. Math. Model. Numer. Optimisation
Narendra D. Londhe, R. S. Anand
2010 J jnl
Neural Comput. Appl.
Abhishek Sharma, Anamika Dubey, Abhyuday N. Jagannatha, R. S. Anand
2009 J jnl
Adv. Eng. Softw.
M. A. Ansari, R. S. Anand
2008 conf
ICIIS
Abhishek Banik, R. S. Anand, M. A. Ansari
2005 J jnl
Digit. Signal Process.
Ashish Thakur, R. S. Anand
2005 J jnl
Comput. Electr. Eng.
R. S. Anand
redb/extractors/elf_extractors/elf_exports.py
← Index redb/extractors/elf_extractors/elf_exports.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 ELFExport


class ELFExportExtractor(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_exports = None
        self.elastic_index = self.index_prefix + "-elf_exports"
        self.log.debug(inspect.currentframe().f_code.co_name)

    def _get_exported_functions_from_symbols(self, elf) -> Set[str]:
        """Extract exported functions from symbol tables."""
        exported_functions = set()

        try:
            # Check both static (.symtab) and dynamic (.dynsym) symbol tables
            symbol_sections = ['.symtab', '.dynsym']

            for section_name in symbol_sections:
                section = elf.get_section_by_name(section_name)
                if not section or not hasattr(section, 'iter_symbols'):
                    continue

                for symbol in section.iter_symbols():
                    # Check if symbol is exported (defined and globally visible)
                    if (symbol.name and
                        symbol.entry.get('st_shndx', 0) != 'SHN_UNDEF' and  # Not undefined
                        symbol.entry.get('st_info', {}).get('bind') in ['STB_GLOBAL', 'STB_WEAK'] and  # Global or weak binding
                        symbol.entry.get('st_info', {}).get('type') in ['STT_FUNC', 'STT_OBJECT']):  # Function or object

                        # Additional checks for meaningful exports
                        if (symbol.entry.get('st_value', 0) > 0 or  # Has a value
                            symbol.entry.get('st_size', 0) > 0):    # Has a size
                            exported_functions.add(symbol.name)

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

        return exported_functions

    def _get_exported_functions_from_dynamic_section(self, elf) -> Set[str]:
        """Extract exported functions information from dynamic section."""
        exported_functions = set()

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

            # Look for version definition sections that might indicate exports
            # This is complementary to symbol table analysis
            for tag in dynamic_section.iter_tags():
                if tag.entry.d_tag == 'DT_SONAME':
                    # If it has a SONAME, it's likely a shared library with exports
                    # The actual exports are still found in symbol tables
                    pass

        except Exception as e:
            self.log.error(f"Error extracting exports from dynamic section: {e}")

        return exported_functions

    def _filter_meaningful_exports(self, exports: Set[str]) -> Set[str]:
        """Filter out compiler-generated and internal symbols to focus on meaningful exports."""
        filtered_exports = set()

        # Common patterns to exclude (compiler-generated, internal symbols)
        exclude_patterns = [
            '_start',
            '_init',
            '_fini',
            '__libc_',
            '__gmon_start__',
            '_IO_stdin_used',
            '__data_start',
            '__bss_start',
            '_edata',
            '_end',
            '__TMC_END__',
            '_ITM_deregisterTMCloneTable',
            '_ITM_registerTMCloneTable',
            '__cxa_finalize',
            '__gxx_personality_v0',
            '_Jv_RegisterClasses'
        ]

        for export in exports:
            # Skip empty or very short names
            if not export or len(export) < 2:
                continue

            # Skip symbols that match exclude patterns
            skip = False
            for pattern in exclude_patterns:
                if export.startswith(pattern):
                    skip = True
                    break

            # Skip symbols that look like internal mangled names (but keep reasonable C++ names)
            if export.startswith('_Z') and len(export) > 50:  # Very long mangled names
                skip = True

            if not skip:
                filtered_exports.add(export)

        return filtered_exports

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

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

            def extract_data(elf):
                # Extract exported functions from multiple sources
                exported_functions = set()

                # From symbol tables (primary source)
                symbol_exports = self._get_exported_functions_from_symbols(elf)
                exported_functions.update(symbol_exports)

                # From dynamic section (supplementary)
                dynamic_exports = self._get_exported_functions_from_dynamic_section(elf)
                exported_functions.update(dynamic_exports)

                # Filter out compiler-generated and internal symbols
                meaningful_exports = self._filter_meaningful_exports(exported_functions)

                # Convert to sorted list for consistent output
                export_functions_list = sorted(list(meaningful_exports))

                # Return ELFExport dataclass
                return ELFExport(
                    elf_exports_total=len(export_functions_list),
                    elf_export_functions=export_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_exports = result
            return self.elf_exports

        except Exception as e:
            self.log.error(f"Error extracting ELF exports {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_exports
        elif exporter_type == "ClickHouseExporter":
            try:
                if not self.elf_exports:
                    return None

                # Prepare data array
                data = [[
                    self.sha256,
                    self.md5,
                    self.sha1,
                    self.elf_exports.elf_exports_total,
                    self.elf_exports.elf_export_functions,
                    datetime.now(timezone.utc)
                ]]

                column_names = [
                    'sha256', 'md5', 'sha1',
                    'elf_exports_total',
                    'elf_export_functions',
                    'analysis_date'
                ]

                if not data:
                    return None

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

                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_exports"