Chandu Visweswariah

37 papers A* 10A 10Misc 2Journal 8Unranked 7
YearRankTypeTitle / Venue / Authors
2016 J jnl
IBM J. Res. Dev.
Kevin Warren, Ron F. Ambrosio, Bei Chen, Yuhui Fu, Soumyadip Ghosh, Dzung T. Phan, Mathieu Sinn, Chunhua Tian, Chandu Visweswariah
2013 J jnl
ACM Trans. Design Autom. Electr. Syst.
Yiyu Shi, Jinjun Xiong, Vladimir Zolotov, Chandu Visweswariah
2013 A* conf
DAC
Vimitha A. Kuruvilla, Debjit Sinha, Jeff Piaget, Chandu Visweswariah, Nitin Chandrachoodan
2012 J jnl
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Eric A. Foreman, Peter A. Habitz, Ming-C. Cheng, Chandu Visweswariah
2012 A conf
ICCAD
Wangyang Zhang, Amith Singhee, Jinjun Xiong, Peter A. Habitz, Amol Joshi, Chandu Visweswariah, James Sundquist
2012 A* conf
DAC
Debjit Sinha, Chandu Visweswariah, Natesan Venkateswaran, Jinjun Xiong, Vladimir Zolotov
2012 A* conf
DAC
Vladimir Zolotov, Debjit Sinha, Jeffrey G. Hemmett, Eric A. Foreman, Chandu Visweswariah, Jinjun Xiong, Jeremy Leitzen, Natesan Venkateswaran
2010 J jnl
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Vladimir Zolotov, Jinjun Xiong, Hanif Fatemi, Chandu Visweswariah
2010 A* conf
DAC
Daniel K. Beece, Jinjun Xiong, Chandu Visweswariah, Vladimir Zolotov, Yifang Liu
2009 conf
PATMOS
Milena Vratonjic, Matthew M. Ziegler, George Gristede, Victor V. Zyuban, Thomas Mitchell, Ee Cho, Chandu Visweswariah, Vojin G. Oklobdzija
2009 A* conf
DAC
David D. Ling, Chandu Visweswariah, Peter Feldmann, Soroush Abbaspour
2009 J jnl
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Debjit Sinha, Alex Rubin, Chandu Visweswariah, Frank Borkam, Gregory Schaeffer, Soroush Abbaspour
2009 J jnl
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Jinjun Xiong, Vladimir Zolotov, Chandu Visweswariah, Peter A. Habitz
2009 A conf
ICCAD
Jiniun Xionq, Yiyu Shi, Vladimir Zolotov, Chandu Visweswariah
2009 Misc conf
VTS
Bernard Courtois, Chandu Visweswariah
2009 J jnl
J. Low Power Electron.
Howard Chen, Scott Neely, Jinjun Xiong, Vladimir Zolotov, Chandu Visweswariah
2009 A* conf
DAC
Jinjun Xiong, Yiyu Shi, Vladimir Zolotov, Chandu Visweswariah
2009 A* conf
DAC
Jinjun Xiong, Chandu Visweswariah, Vladimir Zolotov
2009 A conf
ICCAD
Vladimir Zolotov, Chandu Visweswariah, Jinjun Xiong
2008 A conf
DATE
Jinjun Xiong, Vladimir Zolotov, Chandu Visweswariah
2008 A conf
DATE
Jinjun Xiong, Vladimir Zolotov, Chandu Visweswariah, Peter A. Habitz
2008 conf
ISQED
Chandu Visweswariah
2008 conf
ASP-DAC
Ruiming Chen, Lizheng Zhang, Vladimir Zolotov, Chandu Visweswariah, Jinjun Xiong
2008 conf
PATMOS
Howard Chen, Scott Neely, Jinjun Xiong, Vladimir Zolotov, Chandu Visweswariah
2008 A conf
ICCAD
Vladimir Zolotov, Jinjun Xiong, Hanif Fatemi, Chandu Visweswariah
2007 A conf
ICCAD
Vladimir Zolotov, Jinjun Xiong, Soroush Abbaspour, David J. Hathaway, Chandu Visweswariah
2007 conf
ISPD
Chandu Visweswariah
2007 A conf
ICCAD
Vikram Iyengar, Jinjun Xiong, Subbayyan Venkatesan, Vladimir Zolotov, David E. Lackey, Peter A. Habitz, Chandu Visweswariah
2006 A* conf
DAC
Jinjun Xiong, Vladimir Zolotov, Natesan Venkateswaran, Chandu Visweswariah
2006 conf
SLIP
Chandu Visweswariah
2005 A conf
ICCAD
Matthew R. Guthaus, Natesan Venkateswaran, Chandu Visweswariah, Vladimir Zolotov
2005 A* conf
DAC
Hongliang Chang, Vladimir Zolotov, Sambasivan Narayan, Chandu Visweswariah
2004 conf
SBCCI
Chandu Visweswariah
2003 A* conf
DAC
Chandu Visweswariah
2003 A conf
DATE
Jurjen Westra, Dirk-Jan Jongeneel, Ralph H. J. M. Otten, Chandu Visweswariah
1999 J jnl
SIAM J. Optim.
Andrew R. Conn, Luís Nunes Vicente, Chandu Visweswariah
1992 Misc conf
VLSI Design
Chandu Visweswariah
redb/extractors/macho_extractors/macho_features.py
← Index redb/extractors/macho_extractors/macho_features.py python
import inspect
import json
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 MachO


class MachOFeaturesExtractor(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_features"
        self.log.debug(inspect.currentframe().f_code.co_name)

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

    def _extract_macho_features_for_arch(self, arch_name):
        """Extract basic MachO features for a specific architecture."""
        self.log.debug(inspect.currentframe().f_code.co_name)

        if not self.macho:
            return None

        try:
            # Get general info using new API
            general_info = self.macho.get_general_info()
            if not general_info:
                return None

            # Get header info for this specific architecture
            header_raw = self.macho.get_macho_header(arch=arch_name)
            header_formatted = self.macho.get_macho_header(arch=arch_name, formatted=True)

            if not header_raw or not header_formatted:
                return None

            # Get entry point using new API
            entry_point = None
            try:
                entry_point_info = self.macho.get_entry_point(arch=arch_name)
                if entry_point_info:
                    if isinstance(entry_point_info, dict):
                        entry_point = entry_point_info.get('entryoff') or entry_point_info.get('entry_address')
                    else:
                        entry_point = entry_point_info
            except Exception as e:
                self.log.debug(f"No entry point found: {e}")

            # Get UUID using new API
            uuid = None
            try:
                uuid_info = self.macho.get_uuid(arch=arch_name)
                if uuid_info:
                    uuid = str(uuid_info)
            except Exception as e:
                self.log.debug(f"No UUID found: {e}")

            # Get version info using new API with formatting
            version_info = None
            version_info_str = None
            try:
                version_info = self.macho.get_version_info(arch=arch_name)
                version_info_str = self.macho.get_version_info(arch=arch_name, formatted=True)
            except Exception as e:
                self.log.debug(f"No version info found: {e}")

            # Get segments using new API
            segments = self.macho.get_segments(arch=arch_name)
            number_of_segments = len(segments) if segments else 0

            # Get dylib info using new API
            dylib_names = self.macho.get_dylib_names(arch=arch_name)
            number_of_dylibs = len(dylib_names) if dylib_names else 0

            # Count imports using new API
            imported_functions = self.macho.get_imported_functions(arch=arch_name)
            number_of_imports = sum(len(funcs) for funcs in imported_functions.values()) if imported_functions else 0

            # Count exports using new API
            exported_symbols = self.macho.get_exported_symbols(arch=arch_name)
            number_of_exports = sum(len(symbols) for symbols in exported_symbols.values()) if exported_symbols else 0

            # Get unique load command types using new API
            load_commands_set = self.macho.get_load_commands_set(arch=arch_name, formatted=True)
            if isinstance(load_commands_set, set):
                load_commands_set = sorted(list(load_commands_set))

            # Get architectures for listing purposes
            architectures = self.macho.get_architectures()

            # Determine binary properties
            is_64bit = header_raw.get('magic') in [0xFEEDFACF, 0xCFFAEDFE]  # MH_MAGIC_64, MH_CIGAM_64
            is_signed = self._is_signed()
            
            # Create MachO dataclass
            macho_features = MachO(
                # Raw values from new API
                magic=header_raw.get('magic', 0),
                cputype=header_raw.get('cputype', 0),
                cpusubtype=header_raw.get('cpusubtype', 0),
                filetype=header_raw.get('filetype', 0),
                ncmds=header_raw.get('ncmds', 0),
                sizeofcmds=header_raw.get('sizeofcmds', 0),
                flags=header_raw.get('flags', 0),
                architecture=header_raw.get('cputype', 0),  # Use cputype as architecture
                architectures=[arch_info.get('cputype', 0) for arch_info in [self.macho.get_macho_header(arch=arch) for arch in architectures] if arch_info],
                # Human-readable values from formatted API
                magic_str=header_formatted.get('magic', ''),
                cputype_str=header_formatted.get('cputype', ''),
                cpusubtype_str=header_formatted.get('cpusubtype', ''),
                filetype_str=header_formatted.get('filetype', ''),
                flags_str=header_formatted.get('flags', '').split(', ') if header_formatted.get('flags') else [],
                architecture_str=header_formatted.get('cputype', ''),
                architectures_str=[arch_info.get('cputype', '') for arch_info in [self.macho.get_macho_header(arch=arch, formatted=True) for arch in architectures] if arch_info],
                # Additional properties
                is_64bit=is_64bit,
                is_signed=is_signed,
                number_of_load_commands=header_raw.get('ncmds', 0),
                load_commands_set=load_commands_set,
                number_of_segments=number_of_segments,
                number_of_dylibs=number_of_dylibs,
                number_of_imports=number_of_imports,
                number_of_exports=number_of_exports,
                entry_point=entry_point,
                uuid=uuid,
                version_info=version_info,
                version_info_str=version_info_str
            )
            
            return macho_features
            
        except Exception as e:
            self.log.error(f"Error extracting MachO features: {e}")
            return None

    def extract(self):
        self.log.debug(inspect.currentframe().f_code.co_name)
        try:
            if not self.macho:
                return None
            architectures = self.macho.get_architectures()
            if not architectures:
                return None

            # For FAT binaries, return features for all architectures
            # For single arch, return just the single result
            if len(architectures) > 1:
                # FAT binary - return list of features for each architecture
                results = []
                for arch_name in architectures:
                    features = self._extract_macho_features_for_arch(arch_name)
                    if features:
                        # Add architecture identifier to the result
                        if hasattr(features, '__dict__'):
                            # If it's a dataclass, we can access its dict
                            features.arch_identifier = arch_name
                        results.append(features)
                return results
            else:
                # Single architecture - return single result
                return self._extract_macho_features_for_arch(architectures[0])
        except Exception as e:
            self.log.error(f"Error extracting MachO features: {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 __init__)
            try:
                architectures = self.macho.get_architectures()
            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:
                # Extract features for this specific architecture
                macho_features = self._extract_macho_features_for_arch(arch_name)
                if not macho_features:
                    continue

                # Get architecture-specific sha256
                try:
                    arch_general_info = self.macho.get_general_info(arch=arch_name)
                    arch_sha256 = arch_general_info.get('SHA256', self.sha256)
                except Exception as e:
                    self.log.warning(f"Could not get arch-specific hash for {arch_name}: {e}")
                    arch_sha256 = self.sha256

                # Architecture field (kept in features table for ORDER BY)
                architecture = macho_features.cputype    # Raw CPU type value

                data.append([
                    arch_sha256,                          # sha256 (architecture-specific)
                    architecture,                         # architecture (raw CPU type)
                    # Raw values
                    macho_features.magic,                 # magic
                    macho_features.cputype,               # cputype
                    macho_features.cpusubtype,            # cpusubtype
                    macho_features.filetype,              # filetype
                    macho_features.ncmds,                 # ncmds
                    macho_features.sizeofcmds,            # sizeofcmds
                    macho_features.flags,                 # flags
                    # Human-readable values
                    macho_features.magic_str,             # magic_str
                    macho_features.cputype_str,           # cputype_str
                    macho_features.cpusubtype_str,        # cpusubtype_str
                    macho_features.filetype_str,          # filetype_str
                    macho_features.flags_str,             # flags_str
                    # Other fields
                    macho_features.is_64bit,              # is_64bit
                    macho_features.is_signed,             # is_signed
                    macho_features.entry_point if macho_features.entry_point else None,           # entry_point
                    macho_features.uuid if macho_features.uuid else None,  # uuid
                    json.dumps(macho_features.version_info) if macho_features.version_info else "{}",  # version_info
                    json.dumps(macho_features.version_info_str) if macho_features.version_info_str else "{}",  # version_info_str
                    macho_features.load_commands_set,     # load_commands_set
                    macho_features.number_of_segments,    # number_of_segments
                    macho_features.number_of_dylibs,      # number_of_dylibs
                    macho_features.number_of_imports,     # number_of_imports
                    macho_features.number_of_exports,     # number_of_exports
                    current_time,                         # analysis_date
                ])

            column_names = [
                'sha256', 'architecture',
                # Raw values
                'magic', 'cputype', 'cpusubtype', 'filetype', 'ncmds', 'sizeofcmds', 'flags',
                # Human-readable values
                'magic_str', 'cputype_str', 'cpusubtype_str', 'filetype_str', 'flags_str',
                # Other fields
                'is_64bit', 'is_signed',
                'entry_point', 'uuid', 'version_info', 'version_info_str', 'load_commands_set',
                'number_of_segments', 'number_of_dylibs', 'number_of_imports', 'number_of_exports',
                'analysis_date'
            ]

            if not data:
                return None

            column_type_names = [
                'FixedString(64)', 'Nullable(UInt32)',
                # Raw values
                'UInt32', 'UInt32', 'UInt32', 'UInt32', 'UInt32', 'UInt32', 'UInt32',
                # Human-readable values
                'LowCardinality(String)', 'LowCardinality(String)', 'LowCardinality(String)', 'LowCardinality(String)', 'Array(LowCardinality(String))',
                # Other fields
                'UInt8', 'UInt8',
                'Nullable(UInt64)', 'Nullable(String)', 'JSON', 'JSON', 'Array(Nullable(String))',
                'UInt32', 'UInt32', 'UInt32', 'UInt32', 'DateTime64(3, \'UTC\')'
            ]

            return (data, column_names, column_type_names)
        
        return None

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