Ovidiu-Andrei Schipor

28 papers B 1C 1Journal 20Unranked 6
YearRankTypeTitle / Venue / Authors
2024 J jnl
Multim. Tools Appl.
Radu-Daniel Vatavu, Petruta-Paraschiva Rusu, Ovidiu-Andrei Schipor, Maria-Doina Schipor
2024 C conf
IMX
Laura-Bianca Bilius, Ovidiu-Andrei Schipor, Radu-Daniel Vatavu
2023 J jnl
Int. J. Hum. Comput. Interact.
Ovidiu-Andrei Schipor, Radu-Daniel Vatavu
2023 J jnl
Virtual Real.
Cristian Pamparau, Ovidiu-Andrei Schipor, Alexandru Dancu, Radu-Daniel Vatavu
2022 conf
W4A
Ovidiu-Andrei Schipor, Laura-Bianca Bilius, Ovidiu-Ciprian Ungurean, Alexandru-Ionut Siean, Alexandru-Tudor Andrei, Radu-Daniel Vatavu
2022 conf
W4A
Ovidiu-Andrei Schipor, Laura-Bianca Bilius, Radu-Daniel Vatavu
2021 J jnl
Interact. Comput.
Ovidiu-Andrei Schipor, Radu-Daniel Vatavu
2021 conf
ISAmI
Radu-Daniel Vatavu, Ovidiu-Andrei Schipor
2021 B conf
MUM
Ovidiu-Andrei Schipor, Radu-Daniel Vatavu
2019 J jnl
Inf. Softw. Technol.
Ovidiu-Andrei Schipor, Radu-Daniel Vatavu, Jean Vanderdonckt
2019 J jnl
Int. J. Hum. Comput. Stud.
Irina Popovici, Ovidiu-Andrei Schipor, Radu-Daniel Vatavu
2019 conf
ISMAR Adjunct
Ovidiu-Andrei Schipor, Radu-Daniel Vatavu, Wenjun Wu
2019 J jnl
Proc. ACM Hum. Comput. Interact.
Ovidiu-Andrei Schipor, Radu-Daniel Vatavu, Wenjun Wu
2019 conf
EICS Workshops
Ovidiu-Andrei Schipor, Radu-Daniel Vatavu
2018 J jnl
IEEE Pervasive Comput.
Ovidiu-Andrei Schipor, Radu-Daniel Vatavu
2014 J jnl
CoRR
Ovidiu-Andrei Schipor, Stefan Gheorghe Pentiuc, Maria-Doina Schipor
2014 J jnl
CoRR
Ovidiu-Andrei Schipor, Titus-Marian Nestor
2014 J jnl
CoRR
Stefan Gheorghe Pentiuc, Ovidiu-Andrei Schipor, Mirela Danubianu, Doina-Maria Schipor
2014 J jnl
CoRR
Cristian-Eduard Belciug, Ovidiu-Andrei Schipor, Mirela Danubianu
2014 J jnl
CoRR
Ovidiu-Andrei Schipor
2014 J jnl
CoRR
Ovidiu-Andrei Schipor, Stefan Gheorghe Pentiuc, Doina-Maria Schipor
2014 J jnl
CoRR
Stefan Gheorghe Pentiuc, Felicia Florentina Giza, Ovidiu-Andrei Schipor
2014 J jnl
CoRR
Ovidiu-Andrei Schipor, Felicia Florentina Giza-Belciug, Stefan Gheorghe Pentiuc, Cristian-Eduard Belciug, Titus-Marian Nestor
2014 J jnl
CoRR
Felicia Florentina Giza, Cristina Elena Turcu, Ovidiu-Andrei Schipor
2014 J jnl
CoRR
Ovidiu-Andrei Schipor, Felicia Florentina Giza
2011 conf
SpeD
Ovidiu-Andrei Schipor, Stefan Gheorghe Pentiuc, Maria-Doina Schipor
2010 J jnl
Int. J. Comput. Commun. Control
Mirela Danubianu, Stefan Gheorghe Pentiuc, Ovidiu-Andrei Schipor, Iolanda Tobolcea
2010 J jnl
Comput. Informatics
Ovidiu-Andrei Schipor, Stefan Gheorghe Pentiuc, Maria-Doina Schipor
redb/extractors/elf_extractors/elf_sections.py
← Index redb/extractors/elf_extractors/elf_sections.py python
import inspect
import hashlib
import math
from collections import Counter
from datetime import datetime, timezone
from typing import Any, List, Dict

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 ELFSection


class ELFSectionExtractor(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_sections = []
        self.elastic_index = self.index_prefix + "-elf_sections"
        self.log.debug(inspect.currentframe().f_code.co_name)

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

    def _calculate_entropy(self, data: bytes) -> float:
        """Calculate Shannon entropy of data."""
        if not data:
            return 0.0

        try:
            # Count frequency of each byte
            byte_counts = Counter(data)
            data_len = len(data)

            # Calculate entropy
            entropy = 0.0
            for count in byte_counts.values():
                if count > 0:
                    frequency = count / data_len
                    entropy -= frequency * math.log2(frequency)

            return entropy
        except Exception as e:
            self.log.error(f"Error calculating entropy: {e}")
            return 0.0

    def _map_section_type(self, sh_type_str: str) -> int:
        """Map section type string to enum value."""
        type_map = {
            'SHT_NULL': 0,
            'SHT_PROGBITS': 1,
            'SHT_SYMTAB': 2,
            'SHT_STRTAB': 3,
            'SHT_RELA': 4,
            'SHT_HASH': 5,
            'SHT_DYNAMIC': 6,
            'SHT_NOTE': 7,
            'SHT_NOBITS': 8,
            'SHT_REL': 9,
            'SHT_DYNSYM': 11
        }
        return type_map.get(sh_type_str, 0)

    def _decode_section_flags(self, flags: int) -> List[str]:
        """Decode section flags to human-readable strings."""
        flag_strings = []

        # Common ELF section flags
        if flags & 0x1:  # SHF_WRITE
            flag_strings.append('WRITE')
        if flags & 0x2:  # SHF_ALLOC
            flag_strings.append('ALLOC')
        if flags & 0x4:  # SHF_EXECINSTR
            flag_strings.append('EXECINSTR')
        if flags & 0x10:  # SHF_MERGE
            flag_strings.append('MERGE')
        if flags & 0x20:  # SHF_STRINGS
            flag_strings.append('STRINGS')
        if flags & 0x40:  # SHF_INFO_LINK
            flag_strings.append('INFO_LINK')
        if flags & 0x80:  # SHF_LINK_ORDER
            flag_strings.append('LINK_ORDER')
        if flags & 0x100:  # SHF_OS_NONCONFORMING
            flag_strings.append('OS_NONCONFORMING')
        if flags & 0x200:  # SHF_GROUP
            flag_strings.append('GROUP')
        if flags & 0x400:  # SHF_TLS
            flag_strings.append('TLS')

        return flag_strings if flag_strings else ['NONE']

    def _extract_section_data(self, section) -> Dict:
        """Extract data from a single section."""
        try:
            header = section.header

            # Get section name (handle empty names)
            section_name = section.name if section.name else f"<unnamed_{section.header.get('sh_name', 0)}>"

            # Get section type and map to enum
            sh_type_str = header.get('sh_type', 'SHT_NULL')
            section_type_enum = self._map_section_type(sh_type_str)
            section_type_str = sh_type_str.replace('SHT_', '') if sh_type_str.startswith('SHT_') else sh_type_str

            # Get section properties
            section_flags = header.get('sh_flags', 0)
            section_flags_str = self._decode_section_flags(section_flags)
            section_addr = header.get('sh_addr', 0)
            section_offset = header.get('sh_offset', 0)
            section_size = header.get('sh_size', 0)
            section_link = header.get('sh_link', 0)
            section_info = header.get('sh_info', 0)
            section_addralign = header.get('sh_addralign', 0)
            section_entsize = header.get('sh_entsize', 0)

            # Calculate entropy and hashes for section data
            section_entropy = 0.0
            section_sha256 = ""
            section_md5 = ""

            try:
                if section_size > 0 and section_type_str != 'NOBITS':
                    section_data = section.data()
                    if section_data:
                        # Calculate entropy
                        section_entropy = self._calculate_entropy(section_data)

                        # Calculate hashes
                        section_sha256 = hashlib.sha256(section_data).hexdigest()
                        section_md5 = hashlib.md5(section_data).hexdigest()
            except Exception as e:
                self.log.warning(f"Could not read section '{section_name}' data: {e}")
                section_entropy = 0.0
                section_sha256 = ""
                section_md5 = ""

            return ELFSection(
                section_name=section_name,
                section_type=section_type_enum,
                section_type_str=section_type_str,
                section_flags=section_flags,
                section_flags_str=section_flags_str,
                section_addr=section_addr,
                section_offset=section_offset,
                section_size=section_size,
                section_link=section_link,
                section_info=section_info,
                section_addralign=section_addralign,
                section_entsize=section_entsize,
                section_entropy=section_entropy,
                section_sha256=section_sha256,
                section_md5=section_md5
            )

        except Exception as e:
            self.log.error(f"Error extracting section data: {e}")
            return None

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

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

            def extract_data(elf):
                sections_data = []

                # Iterate through all sections with per-section error handling
                for section_index, section in enumerate(elf.iter_sections()):
                    try:
                        section_data = self._extract_section_data(section)
                        if section_data:
                            sections_data.append(section_data)
                        else:
                            self.log.warning(f"Failed to extract data for section {section_index}")
                    except Exception as e:
                        self.log.warning(f"Error processing section {section_index}: {e}")
                        # Continue processing other sections

                return sections_data

            if not self._is_elf_file():
                return None

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

            self.elf_sections = result
            return self.elf_sections

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

                # Prepare data arrays for all sections
                data = []
                current_time = datetime.now(timezone.utc)
                for section in self.elf_sections:
                    row = [
                        self.sha256,
                        self.md5,
                        self.sha1,
                        section.section_name,
                        section.section_type,
                        section.section_type_str,
                        section.section_flags,
                        section.section_flags_str,
                        section.section_addr,
                        section.section_offset,
                        section.section_size,
                        section.section_link,
                        section.section_info,
                        section.section_addralign,
                        section.section_entsize,
                        section.section_entropy,
                        section.section_sha256,
                        section.section_md5,
                        current_time
                    ]
                    data.append(row)

                column_names = [
                    'sha256', 'md5', 'sha1',
                    'section_name', 'section_type', 'section_type_str',
                    'section_flags', 'section_flags_str',
                    'section_addr', 'section_offset', 'section_size',
                    'section_link', 'section_info', 'section_addralign', 'section_entsize',
                    'section_entropy', 'section_sha256', 'section_md5',
                    'analysis_date'
                ]

                column_type_names = [
                    'FixedString(64)', 'FixedString(32)', 'FixedString(40)',
                    'LowCardinality(String)',
                    "Enum8('NULL'=0, 'PROGBITS'=1, 'SYMTAB'=2, 'STRTAB'=3, 'RELA'=4, 'HASH'=5, 'DYNAMIC'=6, 'NOTE'=7, 'NOBITS'=8, 'REL'=9, 'DYNSYM'=11)",
                    'LowCardinality(String)',
                    'UInt64',
                    'Array(LowCardinality(String))',
                    'UInt64', 'UInt64', 'UInt64',
                    'UInt32', 'UInt32', 'UInt64', 'UInt64',
                    'Float64',
                    'FixedString(64)', 'FixedString(32)',
                    '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_sections"