Jacopo Cavazza

46 papers A* 2A 4B 3Journal 24Unranked 12
YearRankTypeTitle / Venue / Authors
2024 conf
EUVIP
Martina Cocco, Santa Sozzi, Miriam Basile, Fabio Gibiino, Jacopo Cavazza, Paolo Semplici, Alessio Bechini, Nicola Vanello
2024 conf
MeMeA
Miriam Basile, Fabio Gibiino, Jacopo Cavazza, Paolo Semplici, Martina Cocco, Francesco Marcelloni, Alessio Bechini, Nicola Vanello
2023 conf
BATS
Miriam Basile, Fabio Gibiino, Jacopo Cavazza, Paolo Semplici, Alessio Bechini, Nicola Vanello
2023 J jnl
IEEE Trans. Pattern Anal. Mach. Intell.
Jacopo Cavazza, Vittorio Murino, Alessio Del Bue
2022 conf
CVPR Workshops
Shah Nawaz, Jacopo Cavazza, Alessio Del Bue
2022 J jnl
CoRR
Shah Nawaz, Jacopo Cavazza, Alessio Del Bue
2022 conf
ICIAP (2)
Federico Marmoreo, Julio Ivan Davila Carrazco, Jacopo Cavazza, Vittorio Murino
2022 J jnl
CoRR
Giancarlo Paoletti, Jacopo Cavazza, Cigdem Beyan, Alessio Del Bue
2021 J jnl
CoRR
Jacopo Cavazza
2021 conf
CVPR Workshops
Ruggero Ragonesi, Riccardo Volpi, Jacopo Cavazza, Vittorio Murino
2021 J jnl
CoRR
Federico Marmoreo, Julio Ivan Davila Carrazco, Vittorio Murino, Jacopo Cavazza
2021 A conf
WACV
Federico Marmoreo, Jacopo Cavazza, Vittorio Murino
2021 J jnl
CoRR
Federico Marmoreo, Jacopo Cavazza, Vittorio Murino
2021 A conf
BMVC
Giancarlo Paoletti, Jacopo Cavazza, Cigdem Beyan, Alessio Del Bue
2020 B conf
ICPR
Danilo Greco, Jacopo Cavazza, Alessio Del Bue
2020 J jnl
CoRR
Danilo Greco, Jacopo Cavazza, Alessio Del Bue
2020 J jnl
CoRR
Ruggero Ragonesi, Riccardo Volpi, Jacopo Cavazza, Vittorio Murino
2020 J jnl
Int. J. Comput. Vis.
Andrea Zunino, Jacopo Cavazza, Riccardo Volpi, Pietro Morerio, Andrea Cavallo, Cristina Becchio, Vittorio Murino
2020 B conf
ICPR
Giancarlo Paoletti, Jacopo Cavazza, Cigdem Beyan, Alessio Del Bue
2020 J jnl
CoRR
Giancarlo Paoletti, Jacopo Cavazza, Cigdem Beyan, Alessio Del Bue
2020 J jnl
Sci. Robotics
Francesco Bossi, Cesco Willemse, Jacopo Cavazza, Serena Marchesi, Vittorio Murino, Agnieszka Wykowska
2019 conf
ICCV Workshops
Matteo Bustreo, Jacopo Cavazza, Vittorio Murino
2019 J jnl
Pattern Recognit.
Jacopo Cavazza, Pietro Morerio, Vittorio Murino
2018 A conf
AISTATS
Jacopo Cavazza, Pietro Morerio, Benjamin D. Haeffele, Connor Lane, Vittorio Murino, René Vidal
2018
Jacopo Cavazza
2018 conf
ICLR (Poster)
Pietro Morerio, Jacopo Cavazza, Vittorio Murino
2018 A conf
BMVC
Abhinaba Roy, Jacopo Cavazza, Vittorio Murino
2017 conf
ICIAP (1)
Jacopo Cavazza, Pietro Morerio, Vittorio Murino
2017 J jnl
CoRR
Jacopo Cavazza, Pietro Morerio, Vittorio Murino
2017 J jnl
CoRR
Jacopo Cavazza, Connor Lane, Benjamin D. Haeffele, Vittorio Murino, René Vidal
2017 A* conf
ICCV
Pietro Morerio, Jacopo Cavazza, Riccardo Volpi, René Vidal, Vittorio Murino
2017 J jnl
CoRR
Pietro Morerio, Jacopo Cavazza, Riccardo Volpi, René Vidal, Vittorio Murino
2017 J jnl
CoRR
Jacopo Cavazza, Pietro Morerio, Benjamin D. Haeffele, Connor Lane, Vittorio Murino, René Vidal
2017 J jnl
CoRR
Pietro Morerio, Jacopo Cavazza, Vittorio Murino
2017 A* conf
ACM Multimedia
Andrea Zunino, Jacopo Cavazza, Atesh Koul, Andrea Cavallo, Cristina Becchio, Vittorio Murino
2017 conf
ICIAP (1)
Andrea Zunino, Jacopo Cavazza, Vittorio Murino
2017 J jnl
CoRR
Jacopo Cavazza, Pietro Morerio, Vittorio Murino
2017 conf
CVPR Workshops
Andrea Zunino, Jacopo Cavazza, Atesh Koul, Andrea Cavallo, Cristina Becchio, Vittorio Murino
2017 J jnl
CoRR
Andrea Zunino, Jacopo Cavazza, Atesh Koul, Andrea Cavallo, Cristina Becchio, Vittorio Murino
2017 conf
CVPR Workshops
Jacopo Cavazza, Pietro Morerio, Vittorio Murino
2017 J jnl
CoRR
Jacopo Cavazza, Pietro Morerio, Vittorio Murino
2016 J jnl
CoRR
Jacopo Cavazza, Vittorio Murino
2016 J jnl
CoRR
Andrea Zunino, Jacopo Cavazza, Atesh Koul, Andrea Cavallo, Cristina Becchio, Vittorio Murino
2016 J jnl
CoRR
Jacopo Cavazza, Andrea Zunino, Marco San-Biagio, Vittorio Murino
2016 B conf
ICPR
Jacopo Cavazza, Andrea Zunino, Marco San-Biagio, Vittorio Murino
2016 J jnl
CoRR
Andrea Zunino, Jacopo Cavazza, Vittorio Murino
redb/extractors/elf_extractors/elf_dependencies.py
← Index redb/extractors/elf_extractors/elf_dependencies.py python
import inspect
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 ELFDependency


class ELFDependencyExtractor(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_dependencies = []
        self.elastic_index = self.index_prefix + "-elf_dependencies"
        self.log.debug(inspect.currentframe().f_code.co_name)

    def _map_dependency_type(self, dt_tag_str: str) -> int:
        """Map dynamic tag string to enum value."""
        type_map = {
            'DT_NEEDED': 1,
            'DT_SONAME': 14,
            'DT_RPATH': 15,
            'DT_RUNPATH': 29
        }
        return type_map.get(dt_tag_str, 0)

    def _extract_dynamic_dependencies(self, elf) -> List[Dict]:
        """Extract dependencies from the dynamic section."""
        dependencies = []

        try:
            # Get the dynamic section
            dynamic_section = elf.get_section_by_name('.dynamic')
            if not dynamic_section:
                self.log.debug("No .dynamic section found")
                return dependencies

            # Iterate through dynamic tags
            for tag in dynamic_section.iter_tags():
                dt_tag = tag.entry.d_tag

                # Handle different dependency types
                if dt_tag == 'DT_NEEDED':
                    # Required library
                    dependency_name = tag.needed
                    dependencies.append(ELFDependency(
                        dependency_name=dependency_name,
                        dependency_type=self._map_dependency_type('DT_NEEDED'),
                        dependency_type_str='NEEDED'
                    ))

                elif dt_tag == 'DT_SONAME':
                    # Shared object name
                    dependency_name = tag.soname
                    dependencies.append(ELFDependency(
                        dependency_name=dependency_name,
                        dependency_type=self._map_dependency_type('DT_SONAME'),
                        dependency_type_str='SONAME'
                    ))

                elif dt_tag == 'DT_RPATH':
                    # Runtime library search path
                    dependency_name = tag.rpath
                    dependencies.append(ELFDependency(
                        dependency_name=dependency_name,
                        dependency_type=self._map_dependency_type('DT_RPATH'),
                        dependency_type_str='RPATH'
                    ))

                elif dt_tag == 'DT_RUNPATH':
                    # Runtime library search path (newer)
                    dependency_name = tag.runpath
                    dependencies.append(ELFDependency(
                        dependency_name=dependency_name,
                        dependency_type=self._map_dependency_type('DT_RUNPATH'),
                        dependency_type_str='RUNPATH'
                    ))

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

        return dependencies

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

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

            def extract_data(elf):
                # Extract dependencies - returns list of ELFDependency dataclasses
                dependencies = self._extract_dynamic_dependencies(elf)
                return dependencies

            if not self._is_elf_file():
                return None

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

            self.elf_dependencies = result
            return self.elf_dependencies

        except Exception as e:
            self.log.error(f"Error extracting ELF dependencies {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_dependencies
        elif exporter_type == "ClickHouseExporter":
            try:
                # Return valid empty structure if no dependencies (e.g., statically linked binary)
                # None is reserved for actual errors

                # Prepare data arrays for all dependencies
                data = []
                current_time = datetime.now(timezone.utc)
                for dep in self.elf_dependencies:
                    row = [
                        self.sha256,
                        self.md5,
                        self.sha1,
                        dep.dependency_name,
                        dep.dependency_type,
                        dep.dependency_type_str,
                        current_time
                    ]
                    data.append(row)

                column_names = [
                    'sha256', 'md5', 'sha1',
                    'dependency_name', 'dependency_type', 'dependency_type_str',
                    'analysis_date'
                ]

                if not data:
                    return None

                column_type_names = [
                    'FixedString(64)', 'FixedString(32)', 'FixedString(40)',
                    'LowCardinality(String)',
                    "Enum8('NEEDED'=1, 'SONAME'=14, 'RPATH'=15, 'RUNPATH'=29)",
                    '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_dependencies"