Osami Wada

29 papers Journal 17Unranked 12
YearRankTypeTitle / Venue / Authors
2024 J jnl
IPSJ Trans. Syst. LSI Des. Methodol.
Takehiro Kitamura, Takashi Hisakado, Osami Wada, Mahfuzul Islam
2023 conf
ASP-DAC
Shun Yamaguchi, Mahfuzul Islam, Takashi Hisakado, Osami Wada
2023 conf
A-SSCC
Shun Yamaguchi, Takashi Hisakado, Osami Wada, Mahfuzul Islam
2023 conf
NEWCAS
Mahfuzul Islam, Shogo Harada, Takashi Hisakado, Osami Wada
2023 conf
ASP-DAC
Mahfuzul Islam, Takehiro Kitamura, Takashi Hisakado, Osami Wada
2022 J jnl
IET Circuits Devices Syst.
Ryoma Nakata, Takashi Hisakado, Tohlu Matsushima, Osami Wada
2022 J jnl
IEEE Trans. Circuits Syst. II Express Briefs
Shun Yamaguchi, Mahfuzul Islam, Takashi Hisakado, Osami Wada
2022 J jnl
IEICE Trans. Fundam. Electron. Commun. Comput. Sci.
Takehiro Kitamura, Mahfuzul Islam, Takashi Hisakado, Osami Wada
2022 conf
NEWCAS
Takehiro Kitamura, Mahfuzul Islam, Takashi Hisakado, Osami Wada
2021 conf
A-SSCC
Shogo Harada, Mahfuzul Islam, Takashi Hisakado, Osami Wada
2021 conf
ISQED
Takehiro Kitamura, Mahfuzul Islam, Takashi Hisakado, Osami Wada
2018 J jnl
IEICE Trans. Electron.
Katsuya Ohishi, Takashi Hisakado, Tohlu Matsushima, Osami Wada
2017 J jnl
IEICE Trans. Electron.
Takashi Hisakado, Keisuke Yoshida, Tohlu Matsushima, Osami Wada
2016 J jnl
IEICE Trans. Commun.
Yuri Wakaduki, Tetsushi Watanabe, Yoshitaka Toyota, Kengo Iokibe, Liuji R. Koga, Osami Wada
2015 J jnl
IEICE Trans. Commun.
Osami Wada
2015 J jnl
IEICE Trans. Commun.
Yosuke Kondo, Masato Izumichi, Kei Shimakura, Osami Wada
2015 conf
EMC Compo
Hidetoshi Miyahara, Nobuaki Ikehara, Tohlu Matsushima, Takashi Hisakado, Osami Wada
2013 conf
EMC Compo
Osami Wada
2013 conf
EMC Compo
Masaaki Maeda, Tohlu Matsushima, Osami Wada
2013 conf
EMC Compo
Tohlu Matsushima, Nobuaki Ikehara, Takashi Hisakado, Osami Wada
2013 conf
EMC Compo
Atsushi Nakamura, Masaaki Maeda, Tohlu Matsushima, Osami Wada
2010 J jnl
IEICE Trans. Commun.
Tohlu Matsushima, Tetsushi Watanabe, Yoshitaka Toyota, Ryuji Koga, Osami Wada
2010 J jnl
IEICE Trans. Commun.
Tetsushi Watanabe, Tohlu Matsushima, Yoshitaka Toyota, Osami Wada, Ryuji Koga
2009 J jnl
IEICE Trans. Commun.
Tohlu Matsushima, Tetsushi Watanabe, Yoshitaka Toyota, Ryuji Koga, Osami Wada
2009 J jnl
IEICE Trans. Commun.
Umberto Paoletti, Takashi Hisakado, Osami Wada
2009 J jnl
IEICE Trans. Commun.
Tohlu Matsushima, Tetsushi Watanabe, Yoshitaka Toyota, Ryuji Koga, Osami Wada
2008 J jnl
IEICE Electron. Express
Umberto Paoletti, Takashi Hisakado, Osami Wada
2007 J jnl
IEICE Trans. Commun.
Umberto Paoletti, Osami Wada
2005 J jnl
IEICE Trans. Commun.
Zhi Liang Wang, Osami Wada, Takashi Harada, Takahiro Yaguchi, Yoshitaka Toyota, Ryuji Koga
redb/extractors/js_extractors/js_deobfuscation.py
← Index redb/extractors/js_extractors/js_deobfuscation.py python
import hashlib
import inspect
import re
from datetime import datetime, timezone
from typing import Any

from redb.extractors.enum import Tag
from redb.extractors.js_extractor import JSExtractor
from redb.extractors.js_extractors.js_patterns import PATTERNS

# String literals of 4+ characters; only used by the deobfuscation diff to count
# strings revealed after deobfuscation. Compiled once at module load.
_STRING_LITERAL_4PLUS_RE = re.compile(r"[\"\']([^\"\']{4,})[\"\']")


class JSDeobfuscationExtractor(JSExtractor):
    """Compute pre/post-deobfuscation metrics for a JS sample.

    The actual deobfuscation pass (external tool with jsbeautifier fallback)
    lives on `JSContext.deobfuscated` and is cached per sample, so any other
    extractor that needs the deobfuscated text reads the same value without
    re-running the subprocess. Configure the external tool via env vars:
        JS_DEOBFUSCATOR_PATH    Path or name (default: webcrack)
        JS_DEOBFUSCATE_TIMEOUT  Seconds (default: 60)
    """

    def __init__(
        self, filepath, log, exporters=None, index_prefix=None,
        known_benign=False, known_malicious=False, source=None, context=None,
    ):
        super().__init__(
            filepath, log, exporters, index_prefix,
            known_benign, known_malicious, source, context=context,
        )
        self.deobfuscation_result = None
        self.log.debug(inspect.currentframe().f_code.co_name)

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

    def extract(self):
        src = self.js_source
        if not src:
            return None

        deobfuscated, deobfuscator_used = self._context.deobfuscated
        if deobfuscated is None:
            return None

        original_size = len(src)
        original_entropy = self._context.text_entropy
        deobfuscated_size = len(deobfuscated)
        deobfuscated_entropy = self._calculate_text_entropy(deobfuscated)
        size_change_ratio = round(deobfuscated_size / original_size, 4) if original_size else 0.0

        # Strings revealed by deobfuscation: matched literals are extracted from
        # both versions and the set difference is the count of "new" strings.
        original_strings = set(_STRING_LITERAL_4PLUS_RE.findall(src))
        deobfuscated_strings = set(_STRING_LITERAL_4PLUS_RE.findall(deobfuscated))
        new_strings = deobfuscated_strings - original_strings

        # Suspicious APIs revealed by deobfuscation. Both sides of the diff
        # come from JSContext caches: the raw scan is computed once for the
        # whole pipeline; the deobfuscated scan is computed once and reused
        # by JSSuspiciousAPIsExtractor's revealed_by_deobf rows.
        original_apis = {n for n in self._context.scan if n in PATTERNS}
        deobfuscated_apis = set(self._context.scan_deobfuscated)
        new_apis = deobfuscated_apis - original_apis

        deobfuscated_sha256 = hashlib.sha256(deobfuscated.encode('utf-8')).hexdigest()

        self.deobfuscation_result = {
            'deobfuscator_used': deobfuscator_used,
            'deobfuscation_successful': True,
            'original_size': original_size,
            'deobfuscated_size': deobfuscated_size,
            'size_change_ratio': size_change_ratio,
            'original_entropy': original_entropy,
            'deobfuscated_entropy': deobfuscated_entropy,
            'new_strings_found': len(new_strings),
            'new_apis_found': len(new_apis),
            'deobfuscated_sha256': deobfuscated_sha256,
        }
        return self.deobfuscation_result

    def prepare_export_data(self, exporter_type: str) -> Any:
        if exporter_type == "ClickHouseExporter":
            if not self.deobfuscation_result:
                return None

            r = self.deobfuscation_result
            current_time = datetime.now(timezone.utc)
            data = [[
                self.sha256,
                r['deobfuscator_used'],
                int(r['deobfuscation_successful']),
                r['original_size'],
                r['deobfuscated_size'],
                r['size_change_ratio'],
                r['original_entropy'],
                r['deobfuscated_entropy'],
                r['new_strings_found'],
                r['new_apis_found'],
                r['deobfuscated_sha256'],
                current_time,
            ]]

            column_names = [
                "sha256", "deobfuscator_used", "deobfuscation_successful",
                "original_size", "deobfuscated_size", "size_change_ratio",
                "original_entropy", "deobfuscated_entropy",
                "new_strings_found", "new_apis_found",
                "deobfuscated_sha256", "analysis_date",
            ]

            column_type_names = [
                "FixedString(64)", "LowCardinality(String)", "UInt8",
                "UInt64", "UInt64", "Float64",
                "Float64", "Float64",
                "UInt32", "UInt32",
                "FixedString(64)", "DateTime64(3, 'UTC')",
            ]

            return (data, column_names, column_type_names)

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