Ramya Korlakai Vinayak

39 papers A* 10A 4B 1Misc 2Journal 18Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
CoRR
Aniket Rege, Arka Sadhu, Yuliang Li, Kejie Li, Ramya Korlakai Vinayak, Yuning Chai, Yong Jae Lee, Hyo Jin Kim
2026 J jnl
CoRR
Rachel S. Y. Teo, P. N. Karthik, Ramya Korlakai Vinayak, Vincent Y. F. Tan
2026 J jnl
CoRR
Yi Chen, Daiwei Chen, Sukrut Madhav Chikodikar, Caitlyn Heqi Yin, Ramya Korlakai Vinayak
2025 J jnl
CoRR
Daisuke Yamada, Harit Vishwakarma, Ramya Korlakai Vinayak
2025 J jnl
CoRR
Zhi Wang, Chicheng Zhang, Ramya Korlakai Vinayak
2025 J jnl
CoRR
Aniket Rege, Zinnia Nie, Mahesh Ramesh, Unmesh Raskar, Zhuoran Yu, Aditya Kusupati, Yong Jae Lee, Ramya Korlakai Vinayak
2025 A conf
UAI
Gokcan Tatli, Yi Chen, Blake Mason, Robert D. Nowak, Ramya Korlakai Vinayak
2025 J jnl
CoRR
Gokcan Tatli, Yi Chen, Blake Mason, Robert D. Nowak, Ramya Korlakai Vinayak
2025 A* conf
ICLR
Daiwei Chen, Yi Chen, Aniket Rege, Zhi Wang, Ramya Korlakai Vinayak
2025 A* conf
WWW
Yi Chen, Ramya Korlakai Vinayak
2025 A* conf
ICML
Harit Vishwakarma, Yi Chen, Satya Sai Srinath Namburi GNVV, Sui Jiet Tay, Ramya Korlakai Vinayak, Frederic Sala
2024 A conf
AISTATS
Gokcan Tatli, Yi Chen, Ramya Korlakai Vinayak
2024 A* conf
AAAI
Harrison Rosenberg, Shimaa Ahmed, Guruprasad V. Ramesh, Kassem Fawaz, Ramya Korlakai Vinayak
2024 conf
Allerton
Gokcan Tatli, Ramya Korlakai Vinayak
2024 A conf
UAI
Zhi Wang, Geelon So, Ramya Korlakai Vinayak
2024 J jnl
CoRR
Zhi Wang, Geelon So, Ramya Korlakai Vinayak
2024 J jnl
CoRR
Daiwei Chen, Yi Chen, Aniket Rege, Ramya Korlakai Vinayak
2024 A* conf
NeurIPS
Harit Vishwakarma, Yi Chen, Sui Jiet Tay, Satya Sai Srinath Namburi, Frederic Sala, Ramya Korlakai Vinayak
2024 J jnl
CoRR
Harit Vishwakarma, Reid Chen, Sui Jiet Tay, Satya Sai Srinath Namburi, Frederic Sala, Ramya Korlakai Vinayak
2024 A conf
AISTATS
Harit Vishwakarma, Heguang Lin, Ramya Korlakai Vinayak
2024 J jnl
CoRR
Harit Vishwakarma, Heguang Lin, Ramya Korlakai Vinayak
2023 A* conf
NeurIPS
Harit Vishwakarma, Heguang Lin, Frederic Sala, Ramya Korlakai Vinayak
2023 J jnl
CoRR
Harrison Rosenberg, Shimaa Ahmed, Guruprasad V. Ramesh, Ramya Korlakai Vinayak, Kassem Fawaz
2022 J jnl
CoRR
Harit Vishwakarma, Heguang Lin, Frederic Sala, Ramya Korlakai Vinayak
2022 conf
Allerton
Gokcan Tatli, Robert D. Nowak, Ramya Korlakai Vinayak
2022 A* conf
NeurIPS
Gregory Canal, Blake Mason, Ramya Korlakai Vinayak, Robert Nowak
2022 J jnl
CoRR
Gregory Canal, Blake Mason, Ramya Korlakai Vinayak, Robert D. Nowak
2021 J jnl
CoRR
Zhen Miao, Weihao Kong, Ramya Korlakai Vinayak, Wei Sun, Fang Han
2020 A* conf
ICML
Jennifer Brennan, Ramya Korlakai Vinayak, Kevin Jamieson
2020 J jnl
CoRR
Jennifer Brennan, Ramya Korlakai Vinayak, Kevin Jamieson
2019 A* conf
ICML
Ramya Korlakai Vinayak, Weihao Kong, Gregory Valiant, Sham M. Kakade
2019 J jnl
CoRR
Ramya Korlakai Vinayak, Weihao Kong, Gregory Valiant, Sham M. Kakade
2019 J jnl
CoRR
Ramya Korlakai Vinayak, Weihao Kong, Sham M. Kakade
2019 A* conf
WWW
Gabriel Cadamuro, Ramya Korlakai Vinayak, Joshua Blumenstock, Sham M. Kakade, Jacob N. Shapiro
2017 Misc conf
ICASSP
Ramya Korlakai Vinayak, Tijana Zrnic, Babak Hassibi
2016 conf
NIPS
Ramya Korlakai Vinayak, Babak Hassibi
2016 B conf
ISIT
Ramya Korlakai Vinayak, Babak Hassibi
2014 conf
NIPS
Ramya Korlakai Vinayak, Samet Oymak, Babak Hassibi
2014 Misc conf
ICASSP
Ramya Korlakai Vinayak, Samet Oymak, Babak Hassibi
redb/extractors/macho_extractors/macho_exports.py
← Index redb/extractors/macho_extractors/macho_exports.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 MachOExport


class MachOExportExtractor(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_exports"
        self.log.debug(inspect.currentframe().f_code.co_name)

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

    def _extract_exports(self, arch_name=None):
        """Extract export information from the MachO binary for a specific architecture."""
        self.log.debug(inspect.currentframe().f_code.co_name)

        if not self.macho:
            return None

        try:
            # Get exported symbols using new API for specific architecture
            exported_symbols = self.macho.get_exported_symbols(arch=arch_name)

            # Extract all exported symbols (may be empty for some binaries)
            # Handle None or empty dict
            if not exported_symbols:
                exported_symbols = {}
            all_symbols = []
            for dylib_name, symbols in exported_symbols.items():
                # Process symbol names
                for symbol in symbols:
                    if isinstance(symbol, bytes):
                        symbol = symbol.decode('utf-8', errors='replace')
                    all_symbols.append(symbol)

            # Create export dataclass
            macho_export = MachOExport(
                macho_exports_total=len(all_symbols),
                macho_export_symbols=all_symbols  # Empty list is fine, but None is not allowed for Array type
            )

            return macho_export

        except Exception as e:
            self.log.error(f"Error extracting MachO exports 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 exports for each architecture
                results = []
                for arch_name in architectures:
                    exports = self._extract_exports(arch_name)
                    if exports:
                        exports.arch_identifier = arch_name
                        results.append(exports)
                return results
            else:
                # Single architecture - return single result
                return self._extract_exports(architectures[0] if architectures else None)
        except Exception as e:
            self.log.error(f"Error extracting MachO exports: {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 exports for this architecture
                macho_export = self._extract_exports(arch_name)
                if not macho_export:
                    continue

                data.append([
                    arch_sha256,                          # sha256 (arch-specific)
                    macho_export.macho_exports_total,     # macho_exports_total
                    macho_export.macho_export_symbols,    # macho_export_symbols (keep as array!)
                    current_time,                         # analysis_date
                ])

            column_names = [
                'sha256',
                'macho_exports_total', 'macho_export_symbols',
                'analysis_date'
            ]

            if not data:
                return None

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

            return (data, column_names, column_type_names)

        return None

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