Oleg V. Michailovich

97 papers A* 1B 8Misc 1Journal 45Unranked 42
YearRankTypeTitle / Venue / Authors
2020 conf
MICCAI (6)
Hossein Soleimani, Oleg V. Michailovich
2020 B conf
SMC
Hossein Soleimani, Oleg V. Michailovich
2020 conf
ISBI
Mohamad Hourani, Adrian Basarab, Oleg V. Michailovich, Giulia Matrone, Alessandro Ramalli, Denis Kouamé, Jean-Yves Tourneret
2020 Misc conf
ICASSP
Tomer Weiss, Sanketh Vedula, Ortal Senouf, Oleg V. Michailovich, Michael Zibulevsky, Alexander M. Bronstein
2020 J jnl
IEEE Access
Hossein Soleimani, Oleg V. Michailovich
2020 J jnl
CoRR
Hossein Soleimani, Oleg V. Michailovich
2020 J jnl
CoRR
Daniel Otero, Davide La Torre, Oleg V. Michailovich, Edward R. Vrscay
2020 J jnl
CoRR
Oleg V. Michailovich, Rinat Mukhometzianov
2020 J jnl
CoRR
Tomer Weiss, Sanketh Vedula, Ortal Senouf, Oleg V. Michailovich, Alex M. Bronstein
2019 conf
ICIAR (1)
Hossein Soleimani, George Poothicottu Jacob, Oleg V. Michailovich
2019 conf
ISBI
Oleg V. Michailovich, Adrian Basarab, Denis Kouame
2019 J jnl
CoRR
Tomer Weiss, Sanketh Vedula, Ortal Senouf, Alexander M. Bronstein, Oleg V. Michailovich, Michael Zibulevsky
2019 conf
MIDL
Sanketh Vedula, Ortal Senouf, Grigoriy Zurakhov, Alexander M. Bronstein, Oleg V. Michailovich, Michael Zibulevsky
2019 J jnl
CoRR
Tomer Weiss, Ortal Senouf, Sanketh Vedula, Oleg V. Michailovich, Michael Zibulevsky, Alexander M. Bronstein
2019 conf
ICIAR (1)
Hossein Soleimani, Jose Rincon, Oleg V. Michailovich
2019 conf
DART/MIL3ID@MICCAI
Ortal Senouf, Sanketh Vedula, Tomer Weiss, Alexander M. Bronstein, Oleg V. Michailovich, Michael Zibulevsky
2019 J jnl
CoRR
Ortal Senouf, Sanketh Vedula, Tomer Weiss, Alexander M. Bronstein, Oleg V. Michailovich, Michael Zibulevsky
2018 conf
ICIAR
Daniel Otero, Davide La Torre, Oleg V. Michailovich, Edward R. Vrscay
2018 conf
MICCAI (1)
Ortal Senouf, Sanketh Vedula, Grigoriy Zurakhov, Alexander M. Bronstein, Michael Zibulevsky, Oleg V. Michailovich, Dan Adam, David Blondheim
2018 conf
MLMIR@MICCAI
Sanketh Vedula, Ortal Senouf, Grigoriy Zurakhov, Alexander M. Bronstein, Michael Zibulevsky, Oleg V. Michailovich, Dan Adam, Diana Gaitini
2018 J jnl
CoRR
Ortal Senouf, Sanketh Vedula, Grigoriy Zurakhov, Alexander M. Bronstein, Michael Zibulevsky, Oleg V. Michailovich, Dan Adam, David Blondheim
2018 J jnl
CoRR
Sanketh Vedula, Ortal Senouf, Grigoriy Zurakhov, Alexander M. Bronstein, Michael Zibulevsky, Oleg V. Michailovich, Dan Adam, Diana Gaitini
2018 J jnl
CoRR
Sanketh Vedula, Ortal Senouf, Grigoriy Zurakhov, Alexander M. Bronstein, Oleg V. Michailovich, Michael Zibulevsky
2017 conf
Computer-Aided Diagnosis
Syeda Maryam, Laura McCrackin, Mark Crowley, Yogesh Rathi, Oleg V. Michailovich
2017 J jnl
Signal Process.
Daniel Otero, Davide La Torre, Oleg V. Michailovich, Edward R. Vrscay
2017 J jnl
CoRR
Sanketh Vedula, Ortal Senouf, Alexander M. Bronstein, Oleg V. Michailovich, Michael Zibulevsky
2016 J jnl
NeuroImage
Lipeng Ning, Kawin Setsompop, Oleg V. Michailovich, Nikos Makris, Martha Elizabeth Shenton, Carl-Fredrik Westin, Yogesh Rathi
2016 J jnl
NeuroImage
Lipeng Ning, Kawin Setsompop, Oleg V. Michailovich, Nikos Makris, Martha Elizabeth Shenton, Carl-Fredrik Westin, Yogesh Rathi
2016 conf
Image Processing: Algorithms and Systems
Oleg V. Michailovich
2016 J jnl
NeuroImage
Hengameh Mirzaalian, Lipeng Ning, Peter Savadjiev, Ofer Pasternak, Sylvain Bouix, Oleg V. Michailovich, Gerald Grant, Christine E. Marx, Rajendra A. Morey, Laura A. Flashman, Marie St. George, Thomas W. McAllister, Norberto Andaluz, Lori Shutter, Raul Coimbra, Ross D. Zafonte, Michael J. Coleman, Marek Kubicki, Carl-Fredrik Westin, Murray B. Stein, Martha Elizabeth Shenton, Yogesh Rathi
2016 conf
Image Processing: Algorithms and Systems
Oleg V. Michailovich
2016 conf
ICIAR
Davide La Torre, Franklin Mendivil, Oleg V. Michailovich, Edward R. Vrscay
2015 conf
IPMI
Lipeng Ning, Kawin Setsompop, Oleg V. Michailovich, Nikos Makris, Carl-Fredrik Westin, Yogesh Rathi
2015 J jnl
IEEE Trans. Image Process.
Mohammad Rostami, Oleg V. Michailovich, Zhou Wang
2014 B conf
Image Processing
Yogesh Rathi, Oleg V. Michailovich, Kawin Setsompop, Carl-Fredrik Westin
2014 conf
ISBI
Oleg V. Michailovich, Yogesh Rathi
2014 conf
ICIAR (1)
Daniel Otero, Oleg V. Michailovich, Edward R. Vrscay
2014 conf
Image Processing: Algorithms and Systems
Sudipto Dolui, Iván C. Salgado Patarroyo, Oleg V. Michailovich
2014 conf
CCECE
Eric B. Lum, Oleg V. Michailovich
2014 conf
MICCAI (2)
Yogesh Rathi, Lipeng Ning, Oleg V. Michailovich, Huijun Liao, Borjan A. Gagoski, Patricia Ellen Grant, Martha Elizabeth Shenton, Robert Stern, Carl-Fredrik Westin, Alexander P. Lin
2014 J jnl
Medical Image Anal.
Yogesh Rathi, Oleg V. Michailovich, Frederik B. Laun, Kawin Setsompop, Patricia Ellen Grant, Carl-Fredrik Westin
2014 B conf
Image Processing
Quan Zhou, Oleg V. Michailovich, Yogesh Rathi
2014 J jnl
CoRR
Quan Zhou, Oleg V. Michailovich, Yogesh Rathi
2013 J jnl
J. Vis. Commun. Image Represent.
Sudipto Dolui, Alan Kuurstra, Iván C. Salgado Patarroyo, Oleg V. Michailovich
2013 conf
CDMRI/MMBC@MICCAI
Yogesh Rathi, Marc Niethammer, Frederik B. Laun, Kawin Setsompop, Oleg V. Michailovich, Patricia Ellen Grant, Carl-Fredrik Westin
2013 conf
MICCAI (3)
Yogesh Rathi, Borjan A. Gagoski, Kawin Setsompop, Oleg V. Michailovich, Patricia Ellen Grant, Carl-Fredrik Westin
2013 conf
ICIAR
Iván C. Salgado Patarroyo, Sudipto Dolui, Oleg V. Michailovich, Edward R. Vrscay
2012 conf
ICIAR (2)
Oleg V. Michailovich, Davide La Torre, Edward R. Vrscay
2012 B conf
ICIP
Mohammad Rostami, Oleg V. Michailovich, Zhou Wang
2012 B conf
Image Processing
Alan Kuurstra, Sudipto Dolui, Oleg V. Michailovich
2012 J jnl
IEEE Trans. Image Process.
Mohammad Rostami, Oleg V. Michailovich, Zhou Wang
2012 conf
MMBIA
Sudipto Dolui, Iván C. Salgado Patarroyo, Oleg V. Michailovich, Yogesh Rathi
2012 B conf
Image Processing
Sudipto Dolui, Alan Kuurstra, Oleg V. Michailovich
2011 J jnl
CoRR
Sudipto Dolui, Alan Kuurstra, Iván C. Salgado Patarroyo, Oleg V. Michailovich
2011 J jnl
IEEE Trans. Image Process.
Oleg V. Michailovich
2011 conf
ISBI
Sudipto Dolui, Oleg V. Michailovich
2011 conf
ISBI
Sudipto Dolui, Oleg V. Michailovich, Yogesh Rathi
2011 B conf
ICIP
Sudipto Dolui, Oleg V. Michailovich
2011 J jnl
CoRR
Mohammad Rostami, Oleg V. Michailovich, Zhou Wang
2011 J jnl
IEEE Trans. Image Process.
Elad Shaked, Oleg V. Michailovich
2011 conf
ISBI
Elad Shaked, Sudipto Dolui, Oleg V. Michailovich
2011 conf
MICCAI (2)
Yogesh Rathi, Oleg V. Michailovich, Kawin Setsompop, Sylvain Bouix, Martha Elizabeth Shenton, Carl-Fredrik Westin
2011 J jnl
IEEE Trans. Medical Imaging
Oleg V. Michailovich, Yogesh Rathi, Sudipto Dolui
2010 J jnl
Medical Image Anal.
James G. Malcolm, Oleg V. Michailovich, Sylvain Bouix, Carl-Fredrik Westin, Martha Elizabeth Shenton, Yogesh Rathi
2010 conf
Image-Guided Procedures
Igor V. Solovey, Oleg V. Michailovich, Robert Sheng Xu
2010 B conf
Image Processing
Robert Sheng Xu, Oleg V. Michailovich, Igor Solovey, Magdy M. A. Salama
2010 conf
MICCAI (1)
Yogesh Rathi, James G. Malcolm, Oleg V. Michailovich, Jill M. Goldstein, Larry J. Seidman, Robert W. McCarley, Carl-Fredrik Westin, Martha Elizabeth Shenton
2010 conf
ISBI
Elad Shaked, Oleg V. Michailovich
2010 conf
MICCAI (1)
Oleg V. Michailovich, Yogesh Rathi
2010 J jnl
CoRR
Robert Sheng Xu, Oleg V. Michailovich, Magdy M. A. Salama
2010 J jnl
IEEE Trans. Image Process.
Oleg V. Michailovich, Yogesh Rathi
2010 J jnl
CoRR
Elad Shaked, Oleg V. Michailovich
2010 J jnl
CoRR
Oleg V. Michailovich, Yogesh Rathi, Sudipto Dolui
2010 conf
ISBI
Oleg V. Michailovich, Yogesh Rathi
2009 J jnl
CoRR
Oleg V. Michailovich
2009 conf
EUSIPCO
Mahdi S. Hosseini, Oleg V. Michailovich
2009 J jnl
Medical Image Anal.
Yogesh Rathi, Oleg V. Michailovich, Martha Elizabeth Shenton, Sylvain Bouix
2009 J jnl
CoRR
Robert Sheng Xu, Oleg V. Michailovich, Magdy M. A. Salama
2009 J jnl
CoRR
Elad Shaked, Oleg V. Michailovich
2008 conf
ISBI
Yogesh Rathi, Oleg V. Michailovich, Sylvain Bouix, Martha Elizabeth Shenton
2008 J jnl
IEEE Trans. Image Process.
Oleg V. Michailovich, Allen R. Tannenbaum
2008 conf
ISBI
Oleg V. Michailovich, Yogesh Rathi
2008 J jnl
Signal Process.
Oleg V. Michailovich, Allen R. Tannenbaum
2008 conf
CVPR Workshops
Yogesh Rathi, Oleg V. Michailovich, Sylvain Bouix, Martha Elizabeth Shenton
2008 J jnl
IEEE Trans. Image Process.
Oleg V. Michailovich, Allen R. Tannenbaum
2007 J jnl
IEEE Trans. Image Process.
Oleg V. Michailovich, Allen R. Tannenbaum
2007 J jnl
IEEE Trans. Image Process.
Oleg V. Michailovich, Yogesh Rathi, Allen R. Tannenbaum
2007 conf
ICA
Oleg V. Michailovich, Douglas Wiens
2007 conf
ICIP (5)
Oleg V. Michailovich, Allen R. Tannenbaum
2007 A* conf
CVPR
Yogesh Rathi, Allen R. Tannenbaum, Oleg V. Michailovich
2006 conf
ISBI
Oleg V. Michailovich, Allen R. Tannenbaum
2005 J jnl
IEEE Trans. Medical Imaging
Oleg V. Michailovich, Dan Adam
2004 J jnl
IEEE Trans. Medical Imaging
Oleg V. Michailovich, Dan Adam
2003 J jnl
IEEE Trans. Medical Imaging
Oleg V. Michailovich, Dan Adam
2002 J jnl
IEEE Trans. Medical Imaging
Oleg V. Michailovich, Dan Adam
2002 conf
ISBI
Oleg V. Michailovich, Dan Adam
2002 J jnl
IEEE Trans. Biomed. Eng.
Dan Adam, Oleg V. Michailovich
redb/extractors/macho_extractors/macho_imports.py
← Index redb/extractors/macho_extractors/macho_imports.py python
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 MachOImport


class MachOImportExtractor(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_imports"
        self.log.debug(inspect.currentframe().f_code.co_name)

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

    def _extract_imports(self, arch_name=None):
        """Extract import information from the MachO binary for a specific architecture.

        Handles machofile v2026.2.4+ API where get_imported_functions() returns:
        Dict[str, List[Dict]] where each dict has {'name': str, 'sources': [str, ...]}
        """
        self.log.debug(inspect.currentframe().f_code.co_name)

        if not self.macho:
            return None

        try:
            # Get imported functions using API for specific architecture
            imported_functions = self.macho.get_imported_functions(arch=arch_name)
            if not imported_functions:
                return None

            # Keep the library→functions mapping (like PE does)
            library_names = []
            imports_with_mapping = []  # List of {library: [(name, source), ...]}

            for dylib_name, functions in imported_functions.items():
                # v2026.2.4+: dylib_name is already str, but handle bytes for compatibility
                if isinstance(dylib_name, bytes):
                    dylib_name = dylib_name.decode('utf-8', errors='replace')
                library_names.append(dylib_name)

                # Process function entries
                func_list = []
                for func_entry in functions:
                    # v2026.2.4+: func_entry is {'name': str, 'sources': [str, ...]}
                    if isinstance(func_entry, dict):
                        func_name = func_entry.get('name', '')
                        # Join sources if multiple, take first if single
                        sources = func_entry.get('sources', [])
                        import_source = sources[0] if sources else None
                        func_list.append((func_name, import_source))
                    else:
                        # Legacy format: func_entry is str or bytes
                        if isinstance(func_entry, bytes):
                            func_entry = func_entry.decode('utf-8', errors='replace')
                        func_list.append((func_entry, None))

                imports_with_mapping.append({dylib_name: func_list})

            # Count total functions
            total_functions = sum(len(list(d.values())[0]) for d in imports_with_mapping)

            # Create import dataclass with mapping preserved
            macho_import = MachOImport(
                macho_imports_total=total_functions,
                macho_import_libraryName=library_names if library_names else None,
                macho_import_functions=imports_with_mapping if imports_with_mapping else None
            )

            return macho_import

        except Exception as e:
            self.log.error(f"Error extracting MachO imports for arch {arch_name}: {e}")
            return None

    def extract(self):
        self.log.debug(inspect.currentframe().f_code.co_name)
        try:
            # Get architectures (macho is already parsed in base class)
            architectures = self.macho.get_architectures()
            if len(architectures) > 1:
                # FAT binary - return list of imports for each architecture
                results = []
                for arch_name in architectures:
                    imports = self._extract_imports(arch_name)
                    if imports:
                        imports.arch_identifier = arch_name
                        results.append(imports)
                return results
            else:
                # Single architecture - return single result
                return self._extract_imports(architectures[0] if architectures else None)
        except Exception as e:
            self.log.error(f"Error extracting MachO imports: {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

            # Flatten the data - one row per function import (like PE imports)
            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 imports for this architecture
                macho_import = self._extract_imports(arch_name)
                if not macho_import or not macho_import.macho_import_functions:
                    continue

                # Flatten to one row per (library, function) pair
                for lib_funcs in macho_import.macho_import_functions:
                    for lib, funcs in lib_funcs.items():
                        for func_name, import_source in funcs:
                            data.append([
                                arch_sha256,        # sha256 (arch-specific)
                                lib,                # library_name
                                func_name,          # function_name
                                import_source,      # import_source (chained_fixups, bind_opcodes, symtab)
                                current_time,       # analysis_date
                            ])

            column_names = [
                'sha256',
                'library_name', 'function_name', 'import_source',
                'analysis_date'
            ]

            if not data:
                return None

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

            return (data, column_names, column_type_names)

        return None

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