M. Sami Fadali

64 papers A* 1B 7C 27Misc 1Journal 23Unranked 5
YearRankTypeTitle / Venue / Authors
2022 C conf
ICINCO
M. Sami Fadali
2021 C conf
ICINCO
Saber Yaghoobi, M. Sami Fadali
2020 C conf
ACC
M. Sami Fadali
2020 J jnl
IET Cyper-Phys. Syst.: Theory & Appl.
Gokhan Cetin, M. Sami Fadali, Hao Xu
2019 conf
ICINCO (1)
Hamid Khodabandehlou, M. Sami Fadali
2019 J jnl
Neurocomputing
Hamid Khodabandehlou, M. Sami Fadali
2018 C conf
ACC
M. Sami Fadali, Edwin E. Yaz
2018 J jnl
CoRR
Hamid Khodabandehlou, M. Sami Fadali
2017 C conf
ACC
Mohammad Amin Chitsazan, M. Sami Fadali, Amanda K. Nelson, Andrzej M. Trzynadlowski
2016 B conf
FUZZ-IEEE
Saeed Jafarzadeh, M. Sami Fadali
2016 conf
SSCI
Gokhan Cetin, M. Sami Fadali, Hao Xu
2014 C conf
ACC
Saeed Jafarzadeh, M. Sami Fadali
2014 J jnl
IEEE Trans. Fuzzy Syst.
M. Sami Fadali, Saeed Jafarzadeh
2014 J jnl
IEEE Trans. Fuzzy Syst.
M. Sami Fadali, Saeed Jafarzadeh
2013 J jnl
IEEE Trans. Cybern.
Saeed Jafarzadeh, M. Sami Fadali
2012 C conf
ACC
M. Sami Fadali, Saeed Jafarzadeh
2012 C conf
IECON
Mehdi Farasat, Ekrem Karaman, Andrzej M. Trzynadlowski, M. Sami Fadali
2012 C conf
ACC
Saeed Jafarzadeh, M. Sami Fadali
2012 J jnl
IEEE Trans. Ind. Electron.
Saeed Jafarzadeh, Cristian Lascu, M. Sami Fadali
2012 J jnl
IEEE Trans. Syst. Man Cybern. Part B
Assem H. Sonbol, M. Sami Fadali, Saeed Jafarzadeh
2011 C conf
ACC
M. Sami Fadali, Saeed Jafarzadeh
2011 J jnl
IEEE Trans. Control. Syst. Technol.
Hyun Cheol Cho, M. Sami Fadali
2011 J jnl
J. Frankl. Inst.
M. Sami Fadali, Hossein M. Oloomi
2011 J jnl
IEEE Trans. Fuzzy Syst.
Saeed Jafarzadeh, M. Sami Fadali, Assem H. Sonbol
2011 J jnl
IEEE Trans. Fuzzy Syst.
Saeed Jafarzadeh, M. Sami Fadali, Assem H. Sonbol
2010 J jnl
IEEE Trans. Control. Syst. Technol.
Hyun Cheol Cho, Jeremy Knowles, M. Sami Fadali, Kwon Soon Lee
2010 C conf
ACC
M. Sami Fadali, Saeed Jafarzadeh, A. Nafeh
2010 B conf
LCN
Murat Yuksel, Kostas E. Bekris, Cansin Yaman Evrenosoglu, Mehmet Hadi Gunes, M. Sami Fadali, Mehdi Etezadi-Amoli, Frederick C. Harris Jr.
2010 B conf
FUZZ-IEEE
Saeed Jafarzadeh, M. Sami Fadali
2009 C conf
ACC
M. Sami Fadali, Michael A. Savageau
2008 C conf
ACC
M. Sami Fadali
2007 J jnl
Int. J. Fuzzy Log. Intell. Syst.
Hyun Cheol Cho, M. Sami Fadali, Kwon Soon Lee
2007 C conf
CAINE
M. Sami Fadali
2006 C conf
ACC
M. Sami Fadali, Hossein M. Oloomi
2006 J jnl
IEEE Trans. Fuzzy Syst.
Assem H. Sonbol, M. Sami Fadali
2006 J jnl
IEEE Trans. Syst. Man Cybern. Part B
Assem H. Sonbol, M. Sami Fadali
2005 B conf
FUZZ-IEEE
Hyun Cheol Cho, M. Sami Fadali, Hyunjeong Lee
2005 B conf
FUZZ-IEEE
M. Sami Fadali
2005 J jnl
Autom.
M. Sami Fadali
2005 C conf
ACC
M. Sami Fadali
2004 J jnl
Eur. J. Control
M. Sami Fadali
2004 C conf
ACC
Assem H. Sonbol, M. Sami Fadali
2003 C conf
ACC
M. Sami Fadali, Laurence E. LaForge
2003 conf
CDC
Assem H. Sonbol, M. Sami Fadali
2003 C conf
ACC
Assem H. Sonbol, M. Sami Fadali
2003 conf
IASSE
Gordon K. Lee, M. Sami Fadali, Hyun Cheol Cho
2003 J jnl
Comput. Electr. Eng.
M. Sami Fadali
2003 conf
PDCS
Alina Solovyova-Vincent, Frederick C. Harris Jr., M. Sami Fadali
2003 J jnl
Comput. Electr. Eng.
Kenneth H. McNichols, M. Sami Fadali
2003 J jnl
IEEE Trans. Computers
Laurence E. LaForge, Kirk F. Korver, M. Sami Fadali
2002 C conf
ACC
Assem H. Sonbol, M. Sami Fadali
2002 C conf
ACC
Wael Abd-Almageed, M. Sami Fadali, George Bebis
2002 C conf
ACC
M. Sami Fadali
2001 C conf
CAINE
M. Sami Fadali, Laurence E. LaForge, Frederick C. Harris Jr.
2001 C conf
ACC
M. Sami Fadali, Laurence E. LaForge, Assem H. Sonbol
2001 C conf
ACC
M. Sami Fadali, Satya Gummuluri
2000 C conf
ACC
M. Sami Fadali, Kenneth H. McNichols
2000 C conf
ACC
M. Sami Fadali, Hosam E. Emara-Shabaik
1999 J jnl
IEEE Trans. Syst. Man Cybern. Part A
M. Sami Fadali, Yongmian Zhang, Sushil J. Louis
1998 Misc conf
CATA
M. Sami Fadali, George Bebis
1996 J jnl
IEEE Trans. Syst. Man Cybern. Part B
Chang Q. Zhang, M. Sami Fadali
1989 B conf
SMC
Edgar C. Tacker, Carl G. Looney, M. Sami Fadali, Dwight D. Egbert
1989 B conf
SMC
Larry Marran, M. Sami Fadali, Edgar C. Tacker
1985 A* conf
ICRA
Thomas A. W. Dwyer III, M. Sami Fadali, Ning Chen, G. K. F. Lee
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"