Naoki Kamiya

22 papers C 1Journal 5Unranked 16
YearRankTypeTitle / Venue / Authors
2024 conf
GCCE
Kosuke Ashino, Yexin Zhou, Yoichi Ohyanagi, Koji Shibazaki, Naoki Kamiya
2024 J jnl
IEEE Access
Naoki Kamiya, Yu Yoshizato, Yexin Zhou, Yoichi Ohyanagi, Koji Shibazaki
2024 J jnl
IEEE Access
Masahiro Kawamoto, Naoki Kamiya, Xiangrong Zhou, Hiroki Kato, Takeshi Hara, Hiroshi Fujita
2024 conf
GCCE
Kosuke Ashino, Yexin Zhou, Yoichi Ohyanagi, Koji Shibazaki, Naoki Kamiya
2023 conf
HCI (16)
Nihan Karatas, Yuki Yoshihara, Hiroko Tanabe, Takahiro Tanaka, Kazuhiro Fujikake, Shuhei Takeuchi, Kenji Iwata, Makoto Harazawa, Naoki Kamiya
2022 conf
HCI (6)
Hiroko Tanabe, Yuki Yoshihara, Nihan Karatas, Kazuhiro Fujikake, Takahiro Tanaka, Shuhei Takeuchi, Tsuneyuki Yamamoto, Makoto Harazawa, Naoki Kamiya
2021 J jnl
IEEE Access
Yuichi Wakamatsu, Naoki Kamiya, Xiangrong Zhou, Hiroki Kato, Takeshi Hara, Hiroshi Fujita
2021 conf
GCCE
Koya Okada, Akiko Iwata, Yuri Urano, Yexin Zhou, Koji Shibazaki, Naoki Kamiya
2020 conf
GCCE
Tomohiro Kitamura, Akiko Iwata, Yuri Urano, Yexin Zhou, Koji Shibazaki, Naoki Kamiya
2020 conf
HCI (47)
Yuki Mekata, Shuhei Takeuchi, Tsuneyuki Yamamoto, Naoki Kamiya, Takashi Suzuki, Miwa Nakanishi
2019 conf
GCCE
Ayu Ikuta, Ami Oshima, Akiko Iwata, Yuri Urano, Mikako Suzuki, Yoichi Ohyanagi, Koji Shibazaki, Naoki Kamiya
2019 conf
ICM
Naoki Kamiya, Kiyoshi Ohishi, Yuki Yokokura, Toshimasa Miyazaki
2018 conf
MSKI@MICCAI
Naoki Kamiya, Masanori Kume, Guoyan Zheng, Xiangrong Zhou, Hiroki Kato, Huayue Chen, Chisako Muramatsu, Takeshi Hara, Toshiharu Miyoshi, Masayuki Matsuo, Hiroshi Fujita
2018 conf
AMC
Naoki Kamiya, Kiyoshi Ohishi, Yuki Yokokura, Toshimasa Miyazaki
2018 J jnl
Int. J. Comput. Assist. Radiol. Surg.
Naoki Kamiya, Jing Li, Masanori Kume, Hiroshi Fujita, Dinggang Shen, Guoyan Zheng
2017 conf
Computer-Aided Diagnosis
Naoki Kamiya, Kosuke Ieda, Xiangrong Zhou, Megumi Yamada, Hiroki Kato, Chisako Muramatsu, Takeshi Hara, Toshiharu Miyoshi, Takashi Inuzuka, Masayuki Matsuo, Hiroshi Fujita
2017 C conf
IECON
Toshimasa Miyazaki, Naoki Kamiya, Hiroshi Nakamura, Yuki Yokokura, Kiyoshi Ohishi
2016 conf
Computer-Aided Diagnosis
Naoki Kamiya, Xiangrong Zhou, K. Azuma, Chisako Muramatsu, Takeshi Hara, Hiroshi Fujita
2016 conf
AAAI Spring Symposia
Kenichi Shibata, Naoki Kamiya, Shogo Ishikawa, Hideki Ueno, Akira Tamai, Yoichi Takebayashi
2013 J jnl
IEICE Trans. Inf. Syst.
Naoki Kamiya, Xiangrong Zhou, Huayue Chen, Chisako Muramatsu, Takeshi Hara, Hiroshi Fujita
2011 conf
EMBC
Naoki Kamiya, Xiangrong Zhou, H. Chen, Chisako Muramatsu, Takeshi Hara, Ryujiro Yokoyama, Masayuki Kanematsu, Hiroaki Hoshi, Hiroshi Fujita
2010 conf
Computer-Aided Diagnosis
Naoki Kamiya, Xiangrong Zhou, Huayue Chen, Takeshi Hara, Ryujiro Yokoyama, Masayuki Kanematsu, Hiroaki Hoshi, Hiroshi Fujita
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"