Vincent K. M. Cheung

14 papers A* 1Misc 2Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2026 A* conf
CHI
Jingjing Tang, Shinichi Furuya, Hayato Nishioka, Momoko Shioki, Geraint A. Wiggins, George Fazekas, Vincent K. M. Cheung
2025 J jnl
CoRR
Vincent K. M. Cheung, Pei-Cheng Shih, Masato Hirano, Masataka Goto, Shinichi Furuya
2025 J jnl
CoRR
Yueh-Po Peng, Ting-Kang Wang, Li Su, Vincent K. M. Cheung
2025 Misc conf
ICASSP
Huan Zhang, Vincent K. M. Cheung, Hayato Nishioka, Simon Dixon, Shinichi Furuya
2025 J jnl
CoRR
Ting-Kang Wang, Yueh-Po Peng, Li Su, Vincent K. M. Cheung
2025 J jnl
CoRR
Yueh-Po Peng, Vincent K. M. Cheung, Li Su
2024 J jnl
CoRR
Huan Zhang, Vincent K. M. Cheung, Hayato Nishioka, Simon Dixon, Shinichi Furuya
2024 J jnl
CoRR
Huan Zhang, Vincent K. M. Cheung, Hayato Nishioka, Simon Dixon, Shinichi Furuya
2023 J jnl
NeuroImage
Sabrina Turker, Philipp Kuhnke, Franz Roman Schmid, Vincent K. M. Cheung, Konstantin Weise, M. Knoke, Bettina Zeidler, Kenny Seidel, L. Eckert, Gesa Hartwigsen
2023 conf
ISMIR
Vincent K. M. Cheung, Lana Okuma, Kazuhisa Shibata, Kosetsu Tsukuda, Masataka Goto, Shinichi Furuya
2023 Misc conf
ICASSP
Vincent K. M. Cheung, Yueh-Po Peng, Jing-Hua Lin, Li Su
2021 conf
AIVR
Vincent K. M. Cheung, Tsung-Ping Chen, Li Su
2021 conf
ISMIR
Vincent K. M. Cheung, Hsuan-Kai Kao, Li Su
2020 J jnl
NeuroImage
Philipp Kuhnke, Marie C. Beaupain, Vincent K. M. Cheung, Konstantin Weise, Markus Kiefer, Gesa Hartwigsen
redb/extractors/js_extractors/js_content.py
← Index redb/extractors/js_extractors/js_content.py python
"""Persists raw + normalised text into the generic `code_text_content` table.

Reads the raw source and the deobfuscation result directly from the shared
JSContext so no extra compute happens here — both values are computed once
per sample (the source at JSContext construction, the deobfuscation lazily
on first access) and reused by any extractor that needs them.

`text_normalized` is left NULL when the deobfuscation pass produced no
output, so analysts can distinguish "we tried and got nothing" from
"normalisation succeeded".
"""

import inspect
from datetime import datetime, timezone
from typing import Any

from redb.extractors.enum import Tag
from redb.extractors.js_extractor import JSExtractor


class JSContentExtractor(JSExtractor):

    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.content_row = None
        self.log.debug(inspect.currentframe().f_code.co_name)

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

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

        deobfuscated, normalizer_used = self._context.deobfuscated

        self.content_row = {
            "content_type": self._context.content_type,
            "text_raw": src,
            "text_normalized": deobfuscated,  # may be None
            "normalizer_used": normalizer_used,  # may be None
        }
        return self.content_row

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

        r = self.content_row
        data = [[
            self.sha256,
            r["content_type"],
            r["text_raw"],
            r["text_normalized"],
            r["normalizer_used"],
            datetime.now(timezone.utc),
        ]]

        column_names = [
            "sha256",
            "content_type",
            "text_raw",
            "text_normalized",
            "normalizer_used",
            "analysis_date",
        ]

        column_type_names = [
            "FixedString(64)",
            "LowCardinality(String)",
            "String",
            "Nullable(String)",
            "Nullable(String)",
            "DateTime64(3, 'UTC')",
        ]

        return (data, column_names, column_type_names)

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