Ram Chillarege

45 papers A* 4A 7Misc 1Journal 14Unranked 18
YearRankTypeTitle / Venue / Authors
2024 J jnl
Computer
Ram Chillarege
2020 Misc conf
SoftCOM
Emilia Cioroaica, Stanislav Chren, Oum-El-Kheir Aktouf, Alf Larsson, Ram Chillarege, Thomas Kuhn, Daniel Schneider, Christian Wolschke
2018 A* conf
ICSE
Patrick J. Morrison, Rahul Pandita, Xusheng Xiao, Ram Chillarege, Laurie A. Williams
2018 J jnl
Empir. Softw. Eng.
Patrick Morrison, Rahul Pandita, Xusheng Xiao, Ram Chillarege, Laurie A. Williams
2017 conf
ISSRE Workshops
Ram Chillarege
2017 conf
HASE
Nuno Silva, Marco Vieira, João Carlos Cunha, Ram Chillarege
2017 conf
ISSRE Workshops
Ram Chillarege
2013 conf
ISSRE (Supplemental Proceedings)
Ram Chillarege
2013 conf
ISSRE (Supplemental Proceedings)
Ram Chillarege
2012 conf
ISSRE Workshops
Ram Chillarege
2011 conf
WoSAR@ISSRE
Ram Chillarege
2010 J jnl
IEEE Secur. Priv.
Ram Chillarege, Jeffrey M. Voas
2006 A conf
ISSRE
Ram Chillarege, P. Santhanam
2004 J jnl
IEEE Trans. Dependable Secur. Comput.
Daniel P. Siewiorek, Ram Chillarege, Zbigniew Kalbarczyk
2003 A conf
ISSRE
Dorron Levy, Ram Chillarege
2002 A conf
DSN
Ram Chillarege, Kothanda Ram Prasad
2002 J jnl
IEEE Softw.
Ram Chillarege
1998 conf
FTCS
Ram Chillarege, Robert W. Horst, Clifford B. Meltzer, Angelo Pruscino, Dalibor F. Vrsalovic
1996 conf
FTCS
Jörgen Christmansson, Ram Chillarege
1996 J jnl
IEEE Trans. Reliab.
Ram Chillarege
1995 conf
ICSM
Michael Buckley, Ram Chillarege
1995 conf
FTCS
Ram Chillarege, Shriram Biyani, Jeanette Rosenthal
1994 J jnl
J. Syst. Softw.
Michael J. Halliday, Inderpal S. Bhandari, Jarir K. Chaar, Ram Chillarege
1994 J jnl
IEEE Micro
Lisa Spainhower, Thomas A. Gregg, Ram Chillarege
1994 A conf
ISSRE
Ram Chillarege, Shriram Biyani
1994 J jnl
IBM Syst. J.
Inderpal S. Bhandari, Michael J. Halliday, Jarir K. Chaar, Ram Chillarege, K. Jones, J. S. Atkinson, Cleo Lepori-Costello, P. Y. Jasper, E. D. Tarver, C. C. Lewis, M. Yonezawa
1994 conf
CASCON
Ram Chillarege
1993 J jnl
IEEE Trans. Software Eng.
Inderpal S. Bhandari, Michael J. Halliday, Eric Tarver, David Brown, Jarir K. Chaar, Ram Chillarege
1993 J jnl
IEEE Trans. Software Eng.
Jarir K. Chaar, Michael J. Halliday, Inderpal S. Bhandari, Ram Chillarege
1993 A conf
ITC
Jarir K. Chaar, Michael J. Halliday, Inderpal S. Bhandari, Ram Chillarege
1993 A conf
ISSRE
Ram Chillarege, Ravishankar K. Iyer, Jean-Claude Laprie, John D. Musa
1993 A conf
ISSRE
Ram Chillarege, Bonnie K. Ray, Al Garrigan, Dave Ruth
1993 conf
Hardware and Software Architectures for Fault Tolerance
Ram Chillarege
1992 conf
FTCS
Mark Sullivan, Ram Chillarege
1992 conf
FTCS
Lisa Spainhower, Jack Isenberg, Ram Chillarege, Joseph Berding
1992 J jnl
IEEE Trans. Software Eng.
Ram Chillarege, Inderpal S. Bhandari, Jarir K. Chaar, Michael J. Halliday, Diane S. Moebus, Bonnie K. Ray, Man-Yuen Wong
1991 conf
FTCS
Ram Chillarege, Robert W. Horst, Daniel P. Siewiorek, Robert S. Swarz
1991 A* conf
ICSE
Ram Chillarege, Wei-lun Kao, Richard G. Condit
1991 conf
FTCS
Mark Sullivan, Ram Chillarege
1989 J jnl
IEEE Trans. Computers
Ram Chillarege, Ravishankar K. Iyer
1989 A* conf
SIGMETRICS
Ram Chillarege
1989 conf
FTCS
Ram Chillarege, Nicholas S. Bowen
1987 J jnl
IEEE Trans. Computers
Ram Chillarege, Ravishankar K. Iyer
1986
Ram Chillarege
1985 A* conf
SIGMETRICS
Ram Chillarege, Ravishankar K. Iyer
redb/extractors/macho_extractors/macho_segments.py
← Index redb/extractors/macho_extractors/macho_segments.py python
import hashlib
import inspect
import base64
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 MachOSegment


class MachOSegmentExtractor(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_segments"
        self.log.debug(inspect.currentframe().f_code.co_name)

    def _is_empty_result(self, extracted_data) -> bool:
        """
        Override: Empty segments is an ERROR, not a valid empty case.
        A valid MachO file must have segments (at minimum __PAGEZERO, __TEXT).
        """
        # Always return False - empty segments should be treated as an error
        return False

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

    def _extract_segments_for_arch(self, arch_name):
        """Extract segment information for a specific architecture."""
        self.log.debug(f"Extracting segments for architecture: {arch_name}")
        segments = []

        try:
            # Get segments using new API with architecture parameter
            segments_data = self.macho.get_segments(arch=arch_name)
            if not segments_data:
                return segments

            # Extract segments for this architecture
            for segment in segments_data:
                try:
                    segment_name = segment.get('segname', 'Unknown')

                    # Calculate segment hash
                    segment_data = self._get_segment_data(segment)
                    if segment_data:
                        seg_sha256 = hashlib.sha256(segment_data).hexdigest()
                    else:
                        seg_sha256 = ""

                    # Use entropy already calculated by machofile module, rounded to 3 decimal places
                    seg_entropy = round(segment.get('entropy', 0.0), 3)

                    # Create segment dataclass with architecture info
                    macho_segment = MachOSegment(
                        segment_name=segment_name,
                        segment_vaddr=segment.get('vaddr', 0),
                        segment_vsize=segment.get('vsize', 0),
                        segment_offset=segment.get('offset', 0),
                        segment_size=segment.get('size', 0),
                        segment_max_vm_protection=segment.get('max_vm_protection', 0),
                        segment_initial_vm_protection=segment.get('initial_vm_protection', 0),
                        segment_nsects=segment.get('nsects', 0),
                        segment_flags=segment.get('flags', 0),
                        segment_entropy=seg_entropy,
                        segment_sha256=seg_sha256,
                    )
                    # Add architecture info to the segment
                    macho_segment.architecture = arch_name
                    segments.append(macho_segment)

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

            return segments

        except Exception as e:
            self.log.error(f"Error extracting MachO segments for architecture {arch_name}: {e}")
            return segments

    def _extract_segments(self):
        """Extract segment information from all architectures in the MachO binary."""
        self.log.debug(inspect.currentframe().f_code.co_name)
        segments = []

        if not self.macho:
            return segments

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

            # Process each architecture
            for arch_name in architectures:
                arch_segments = self._extract_segments_for_arch(arch_name)
                segments.extend(arch_segments)

            return segments

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

    def _get_segment_data(self, segment):
        """Get the raw data for a segment."""
        try:
            offset = segment.get('offset', 0)
            size = segment.get('size', 0)
            
            if size == 0:
                return None
            
            # Read segment data from file
            with open(self.filepath, 'rb') as f:
                f.seek(offset)
                return f.read(size)
                
        except Exception as e:
            self.log.warning(f"Error reading segment data: {e}")
            return None

    def extract(self):
        self.log.debug(inspect.currentframe().f_code.co_name)
        try:
            segments = self._extract_segments()
            return segments
        except Exception as e:
            self.log.error(f"Error extracting MachO segments: {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:
                # Extract segments for this specific architecture
                segments = self._extract_segments_for_arch(arch_name)
                if not segments:
                    continue

                # Get architecture-specific sha256 and header info
                try:
                    arch_general_info = self.macho.get_general_info(arch=arch_name)
                    arch_sha256 = arch_general_info.get('SHA256', self.sha256)

                    # Get raw architecture value
                    arch_header_raw = self.macho.get_macho_header(arch=arch_name)
                    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

                for segment in segments:
                    data.append([
                        arch_sha256,                          # sha256 (architecture-specific)
                        segment.segment_name,                 # segment_name
                        segment.segment_vaddr,                # segment_vaddr
                        segment.segment_vsize,                # segment_vsize
                        segment.segment_offset,               # segment_offset
                        segment.segment_size,                 # segment_size
                        segment.segment_max_vm_protection,    # segment_max_vm_protection
                        segment.segment_initial_vm_protection, # segment_initial_vm_protection
                        segment.segment_nsects,               # segment_nsects
                        segment.segment_flags,                # segment_flags
                        segment.segment_entropy,              # segment_entropy
                        segment.segment_sha256,               # segment_sha256
                        current_time,                         # analysis_date
                    ])

            column_names = [
                'sha256',
                'segment_name', 'segment_vaddr', 'segment_vsize', 'segment_offset',
                'segment_size', 'segment_max_vm_protection', 'segment_initial_vm_protection',
                'segment_nsects', 'segment_flags', 'segment_entropy', 'segment_sha256',
                'analysis_date'
            ]

            if not data:
                return None

            column_type_names = [
                'FixedString(64)',
                'String', 'UInt64', 'UInt64', 'UInt64',
                'UInt64', 'UInt32', 'UInt32',
                'UInt32', 'UInt32', 'Float64', 'FixedString(64)',
                'DateTime64(3, \'UTC\')'
            ]

            return (data, column_names, column_type_names)

        return None

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