Nathaniel Dean

36 papers A 1Journal 22Unranked 9
YearRankTypeTitle / Venue / Authors
2024 J jnl
CoRR
Nathaniel Dean, Dilip Sarkar
2024 J jnl
CoRR
Nathaniel Dean, Dilip Sarkar
2023 J jnl
CoRR
Nathaniel Dean, Dilip Sarkar
2022 J jnl
CoRR
Nathaniel Dean, Dilip Sarkar
2017 J jnl
Integers
Nathaniel Dean
2016 J jnl
J. Integer Seq.
Adam H. Berliner, Nathaniel Dean, Jonelle Hook, Alison Marr, Aba Mbirika, Cayla D. McBee
2011 conf
CSE
Nathaniel Dean, Alexandra Ilic, Ignacio Ramírez, Jian Shen, Kevin Tian
2001 conf
Graphs and Discovery
Summer M. Husband, Christopher P. Husband, Nathaniel Dean, James M. Tour
2001 J jnl
J. Graph Theory
Dan Archdeacon, C. Paul Bonnington, Nathaniel Dean, Nora Hartsfield, Katherine Scott
2000 J jnl
Discret. Math.
Nathaniel Dean, Mekkia Kouider
2000 J jnl
Softw. Pract. Exp.
Jonathan W. Berry, Nathaniel Dean, Mark K. Goldberg, Gregory E. Shannon, Steven Skiena
2000 ed.
Robust Communication Networks: Interconnection and Survivability
Nathaniel Dean, D. Frank Hsu, Ramamoorthi Rav
1997 ed.
African Americans in Mathematics
Nathaniel Dean
1997 A conf
GD
Jonathan W. Berry, Nathaniel Dean, Mark K. Goldberg, Gregory E. Shannon, Steven Skiena
1996 J jnl
J. Graph Theory
Nathaniel Dean, Robin Thomas, Xingxing Yu
1995 conf
IPPS
Tsan-sheng Hsu, Vijaya Ramachandran, Nathaniel Dean
1995 J jnl
Oper. Res. Lett.
Nathaniel Dean, Monika Mevenkamp, Clyde L. Monma
1995 J jnl
Graphs Comb.
Kiran B. Chilakamarri, Nathaniel Dean
1994 ed.
Computational Support for Discrete Mathematics
Nathaniel Dean, Gregory E. Shannon
1994 conf
Parallel Algorithms
Tsan-sheng Hsu, Vijaya Ramachandran, Nathaniel Dean
1994 J jnl
Discret. Math.
Nathaniel Dean, Jennifer S. Zito
1993 J jnl
J. Graph Theory
Daniel Bienstock, Nathaniel Dean
1993 J jnl
Discret. Math.
Nathaniel Dean, Linda M. Lesniak, Akira Saito
1992 conf
Computational Support for Discrete Mathematics
Keh-Wei Lih, Nathaniel Dean, Milena Mihail
1992 conf
Discrete Mathematics in the Schools
Nathaniel Dean, Yanxi Liu
1992 conf
Computational Support for Discrete Mathematics
Tsan-sheng Hsu, Vijaya Ramachandran, Nathaniel Dean
1992 ch.
Computer Science and Operations Research
Nathaniel Dean, Monika Mevenkamp, Clyde L. Monma
1992 J jnl
J. Graph Theory
Daniel Bienstock, Nathaniel Dean
1992 J jnl
J. Comb. Theory B
Daniel Bienstock, Nathaniel Dean
1992 J jnl
J. Comb. Theory B
Nathaniel Dean
1991 conf
Graph Structure Theory
Nathaniel Dean, Katsuhiro Ota
1991 conf
Graph Structure Theory
Nathaniel Dean
1990 J jnl
J. Comb. Theory B
Nathaniel Dean
1989 J jnl
J. Graph Theory
Nathaniel Dean, Pierre Fraisse
1989 J jnl
J. Graph Theory
Nathaniel Dean, Robert L. Hemminger, Katsuhiro Ota
1986 J jnl
J. Graph Theory
Nathaniel Dean
redb/extractors/macho_extractors/macho_dylibs.py
← Index redb/extractors/macho_extractors/macho_dylibs.py python
import hashlib
import inspect
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 MachODylib


class MachODylibExtractor(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_dylibs"
        self.log.debug(inspect.currentframe().f_code.co_name)

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

    def _extract_dylibs(self):
        """Extract dynamic library information from all architectures in the MachO binary."""
        self.log.debug(inspect.currentframe().f_code.co_name)
        dylibs = []

        if not self.macho:
            return dylibs

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

            # Process each architecture
            for arch_name in architectures:
                # Get dylib commands using new API with architecture parameter
                dylib_commands = self.macho.get_dylib_commands(arch=arch_name)
                if not dylib_commands:
                    continue

                # Extract dylib commands for this architecture
                for dylib_cmd in dylib_commands:
                    try:
                        dylib_name = dylib_cmd.get('dylib_name', 'Unknown')
                        if isinstance(dylib_name, bytes):
                            dylib_name = dylib_name.decode('utf-8', errors='replace')

                        # Create dylib dataclass with architecture info
                        macho_dylib = MachODylib(
                            dylib_name=dylib_name,
                            dylib_timestamp=dylib_cmd.get('dylib_timestamp', 0),
                            dylib_current_version=dylib_cmd.get('dylib_current_version', 0),
                            dylib_compat_version=dylib_cmd.get('dylib_compat_version', 0),
                        )
                        # Add architecture info to the dylib
                        macho_dylib.architecture = arch_name
                        dylibs.append(macho_dylib)

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

            return dylibs

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

    def extract(self):
        self.log.debug(inspect.currentframe().f_code.co_name)
        try:
            dylibs = self._extract_dylibs()
            return dylibs
        except Exception as e:
            self.log.error(f"Error extracting MachO dylibs: {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:
                # Get architecture-specific sha256
                try:
                    arch_general_info = self.macho.get_general_info(arch=arch_name)
                    arch_header_raw = self.macho.get_macho_header(arch=arch_name)
                    arch_sha256 = arch_general_info.get('SHA256', self.sha256)
                    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

                # Get dylib commands for this architecture
                dylib_commands = self.macho.get_dylib_commands(arch=arch_name)
                if not dylib_commands:
                    continue

                # Process each dylib for this architecture
                for dylib_cmd in dylib_commands:
                    try:
                        dylib_name = dylib_cmd.get('dylib_name', 'Unknown')
                        if isinstance(dylib_name, bytes):
                            dylib_name = dylib_name.decode('utf-8', errors='replace')

                        data.append([
                            arch_sha256,                          # sha256 (architecture-specific)
                            dylib_name,                           # dylib_name
                            dylib_cmd.get('dylib_timestamp', 0), # dylib_timestamp
                            dylib_cmd.get('dylib_current_version', 0), # dylib_current_version
                            dylib_cmd.get('dylib_compat_version', 0),  # dylib_compat_version
                            current_time,                         # analysis_date
                        ])
                    except Exception as e:
                        self.log.warning(
                            f'Unable to process dylib "{dylib_cmd.get("dylib_name", "Unknown")}" for architecture {arch_name}: {e}'
                        )
                        continue

            column_names = [
                'sha256',
                'dylib_name', 'dylib_timestamp', 'dylib_current_version',
                'dylib_compat_version', 'analysis_date'
            ]

            if not data:
                return None

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

            return (data, column_names, column_type_names)

        return None

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