Nandamudi Vijaykumar

16 papers C 3Journal 6Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
PeerJ Comput. Sci.
Sidnir C. B. Ferreira, Romário Silva, Carlos André de Mattos Teixeira, Josiellem Souza, Evelin Gomes, Paulo Assumpção, João Guerreiro, Nandamudi Vijaykumar, Carlos Renato Lisboa Francês, Jasmine Priscyla Leite De Araújo
2023 conf
SmartNets
Jessé Da Costa Rocha, Marcela Alves De Souza, Evelin Helena Silva Cardoso, Nandamudi Vijaykumar, Jasmine Priscyla Leite De Araújo, Carlos Renato Lisboa Francês
2023 C conf
ICTSS
Gerson Barbosa, Erica Ferreira, Luciana Brasil Rebelo dos Santos, Marlon da Silva, Juliana Marino Balera, Nandamudi Vijaykumar
2023 conf
GEOINFO
Diego Sousa, Daniela L. Musa, Nandamudi Vijaykumar, Rodrigo M. Mariano, Luciana Brasil Rebelo dos Santos, Raphael Augusto O. Silva, Luanna G. M. do Nascimento, Luís A. Ferla, Karla Donato Fook
2023 C conf
ICTSS
Luciana Brasil Rebelo dos Santos, Erica Ferreira, Gian Ricardo Berkenbrock, Gerson Barbosa, Marlon da Silva, André Takeshi Endo, Nandamudi Vijaykumar, Catia Trubiani
2022 J jnl
Comput.
Maria da Penha Harb, Lena Silva, Thalita Ayass, Nandamudi Vijaykumar, Marcelino S. da Silva, Carlos Renato Francês
2021 C conf
WEBIST
Karla Donato Fook, Daniela Leal Musa, Nandamudi Vijaykumar, Rodrigo M. Mariano, Gabriel dos Reis Morais, Raphael Augusto O. Silva, Gabriel Sansigolo, Luciana Brasil Rebelo dos Santos, Luís Antônio Coelho Ferla, Cintia Almeida, Luanna G. M. do Nascimento, Vitória Martins Fontes da Silva, Monaliza C. dos Santos, Aracele Torres, Ângela Pereira, Fernando Atique, Jeffrey Lesser, Thomas D. Rogers, Andrew G. Britt, Rafael Laguardia, Ana Maria Alves Barbour, Orlando Guarnier Farias, Ariana Marco, Caróu Dickinson, Sand Tamires P. Camargo
2021 conf
SBES
Vinicius dos Santos, Anderson Yoshiaki Iwazaki, Érica Ferreira de Souza, Kátia Romero Felizardo, Nandamudi Vijaykumar
2021 conf
CIbSE
Alex Bonora, Kátia Romero Felizardo, Érica Ferreira de Souza, Nandamudi Vijaykumar
2020 J jnl
IEEE Access
Evelin Helena Silva Cardoso, Marcelino Silva da Silva, Francisco Eguinaldo De Albuquerque Félix Júnior, Solon Venâncio de Carvalho, André Carlos Ponce de Leon Ferreira de Carvalho, Nandamudi Vijaykumar, Carlos Renato Lisboa Francês
2020 J jnl
IEEE Access
Evelin Helena Silva Cardoso, Jasmine Priscyla Leite De Araújo, Solon Venâncio de Carvalho, Nandamudi Vijaykumar, Carlos Renato Lisboa Francês
2019 conf
CIbSE
Matheus Monteiro Mariano, Érica Ferreira de Souza, André Takeshi Endo, Nandamudi Vijaykumar
2018 J jnl
J. Inf. Data Manag.
Karine Reis Ferreira, Luís A. Ferla, Gilberto Ribeiro de Queiroz, Nandamudi Vijaykumar, Carlos Alberto Noronha, Rodrigo M. Mariano, Denis Taveira, Gabriel Sansigolo, Orlando Guarnieri, Thomas Rogers, Jeffrey Lesser, Michael Page, Fernando Atique, Daniela L. Musa, Janaina Y. Santos, Diego S. Morais, Cristiane R. Miyasaka, Cintia R. de Almeida, Luanna G. M. do Nascimento, Jaine A. Diniz, Monaliza C. dos Santos
2017 conf
CIbSE
Kátia Romero Felizardo, Érica Ferreira de Souza, Stephane Hesae, Nandamudi Vijaykumar, Elisa Yumi Nakagawa
2010 J jnl
RITA
Marinalva Dias Soares, Luciano Vieira Dutra, Nandamudi Vijaykumar
2005 conf
ITEE
Sebastian Karsten, Sabin Tabirca, Nandamudi Vijaykumar
redb/extractors/macho_extractors/macho_segments.py
← Index redb/extractors/macho_extractors/macho_segments.py python
import hashlib
import inspect
import base64
from datetime import datetime, timezone
from typing import Any

from redb.extractors.enum import Tag
from redb.extractors.macho_extractor import MachOExtractor
from redb.models.dataclasses import MachOSegment


class MachOSegmentExtractor(MachOExtractor):

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

    def _is_empty_result(self, extracted_data) -> bool:
        """
        Override: Empty segments is an ERROR, not a valid empty case.
        A valid MachO file must have segments (at minimum __PAGEZERO, __TEXT).
        """
        # Always return False - empty segments should be treated as an error
        return False

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

    def _extract_segments_for_arch(self, arch_name):
        """Extract segment information for a specific architecture."""
        self.log.debug(f"Extracting segments for architecture: {arch_name}")
        segments = []

        try:
            # Get segments using new API with architecture parameter
            segments_data = self.macho.get_segments(arch=arch_name)
            if not segments_data:
                return segments

            # Extract segments for this architecture
            for segment in segments_data:
                try:
                    segment_name = segment.get('segname', 'Unknown')

                    # Calculate segment hash
                    segment_data = self._get_segment_data(segment)
                    if segment_data:
                        seg_sha256 = hashlib.sha256(segment_data).hexdigest()
                    else:
                        seg_sha256 = ""

                    # Use entropy already calculated by machofile module, rounded to 3 decimal places
                    seg_entropy = round(segment.get('entropy', 0.0), 3)

                    # Create segment dataclass with architecture info
                    macho_segment = MachOSegment(
                        segment_name=segment_name,
                        segment_vaddr=segment.get('vaddr', 0),
                        segment_vsize=segment.get('vsize', 0),
                        segment_offset=segment.get('offset', 0),
                        segment_size=segment.get('size', 0),
                        segment_max_vm_protection=segment.get('max_vm_protection', 0),
                        segment_initial_vm_protection=segment.get('initial_vm_protection', 0),
                        segment_nsects=segment.get('nsects', 0),
                        segment_flags=segment.get('flags', 0),
                        segment_entropy=seg_entropy,
                        segment_sha256=seg_sha256,
                    )
                    # Add architecture info to the segment
                    macho_segment.architecture = arch_name
                    segments.append(macho_segment)

                except Exception as e:
                    self.log.warning(
                        f'Unable to process segment "{segment.get("segname", "Unknown")}" for architecture {arch_name} in {self.hash.sha256}: {e}'
                    )
                    continue

            return segments

        except Exception as e:
            self.log.error(f"Error extracting MachO segments for architecture {arch_name}: {e}")
            return segments

    def _extract_segments(self):
        """Extract segment information from all architectures in the MachO binary."""
        self.log.debug(inspect.currentframe().f_code.co_name)
        segments = []

        if not self.macho:
            return segments

        try:
            # Get architectures using new API (already parsed in base class)
            architectures = self.macho.get_architectures()
            if not architectures:
                return segments

            # Process each architecture
            for arch_name in architectures:
                arch_segments = self._extract_segments_for_arch(arch_name)
                segments.extend(arch_segments)

            return segments

        except Exception as e:
            self.log.error(f"Error extracting MachO segments: {e}")
            return segments

    def _get_segment_data(self, segment):
        """Get the raw data for a segment."""
        try:
            offset = segment.get('offset', 0)
            size = segment.get('size', 0)
            
            if size == 0:
                return None
            
            # Read segment data from file
            with open(self.filepath, 'rb') as f:
                f.seek(offset)
                return f.read(size)
                
        except Exception as e:
            self.log.warning(f"Error reading segment data: {e}")
            return None

    def extract(self):
        self.log.debug(inspect.currentframe().f_code.co_name)
        try:
            segments = self._extract_segments()
            return segments
        except Exception as e:
            self.log.error(f"Error extracting MachO segments: {e}")
            return None

    def prepare_export_data(self, exporter_type: str) -> Any:
        if exporter_type == "ElasticsearchExporter":
            return self.extract()
        elif exporter_type == "ClickHouseExporter":
            if not self.macho:
                return None

            # Get architectures (macho is already parsed in base class)
            try:
                architectures = self.macho.get_architectures()
                is_fat = len(architectures) > 1
            except Exception as e:
                self.log.error(f"Could not get architectures: {e}")
                return None

            data = []
            current_time = datetime.now(timezone.utc)

            # Loop through each architecture (1 for single, multiple for FAT)
            for arch_name in architectures:
                # Extract segments for this specific architecture
                segments = self._extract_segments_for_arch(arch_name)
                if not segments:
                    continue

                # Get architecture-specific sha256 and header info
                try:
                    arch_general_info = self.macho.get_general_info(arch=arch_name)
                    arch_sha256 = arch_general_info.get('SHA256', self.sha256)

                    # Get raw architecture value
                    arch_header_raw = self.macho.get_macho_header(arch=arch_name)
                    arch_cputype_raw = arch_header_raw.get('cputype', 0) if arch_header_raw else 0
                except Exception as e:
                    self.log.warning(f"Could not get arch-specific data for {arch_name}: {e}")
                    arch_sha256 = self.sha256
                    arch_cputype_raw = 0

                for segment in segments:
                    data.append([
                        arch_sha256,                          # sha256 (architecture-specific)
                        segment.segment_name,                 # segment_name
                        segment.segment_vaddr,                # segment_vaddr
                        segment.segment_vsize,                # segment_vsize
                        segment.segment_offset,               # segment_offset
                        segment.segment_size,                 # segment_size
                        segment.segment_max_vm_protection,    # segment_max_vm_protection
                        segment.segment_initial_vm_protection, # segment_initial_vm_protection
                        segment.segment_nsects,               # segment_nsects
                        segment.segment_flags,                # segment_flags
                        segment.segment_entropy,              # segment_entropy
                        segment.segment_sha256,               # segment_sha256
                        current_time,                         # analysis_date
                    ])

            column_names = [
                'sha256',
                'segment_name', 'segment_vaddr', 'segment_vsize', 'segment_offset',
                'segment_size', 'segment_max_vm_protection', 'segment_initial_vm_protection',
                'segment_nsects', 'segment_flags', 'segment_entropy', 'segment_sha256',
                'analysis_date'
            ]

            if not data:
                return None

            column_type_names = [
                'FixedString(64)',
                'String', 'UInt64', 'UInt64', 'UInt64',
                'UInt64', 'UInt32', 'UInt32',
                'UInt32', 'UInt32', 'Float64', 'FixedString(64)',
                'DateTime64(3, \'UTC\')'
            ]

            return (data, column_names, column_type_names)

        return None

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