Jake Stuchbury-Wass

16 papers A* 3C 1Misc 2Journal 5Unranked 5
YearRankTypeTitle / Venue / Authors
2026 Misc conf
HotMobile
Yang Liu, Qiang Yang, Jake Stuchbury-Wass, Dong Ma, Cecilia Mascolo
2025 J jnl
CoRR
Changshuo Hu, Qiang Yang, Yang Liu, Tobias Röddiger, Kayla-Jade Butkow, Mathias Ciliberto, Adam Pullin, Jake Stuchbury-Wass, Mahbub Hassan, Cecilia Mascolo, Dong Ma
2025 C conf
BSN
Adam Pullin, Jake Stuchbury-Wass, Mathias Ciliberto, Kayla-Jade Butkow, Philipp Lepold, Tobias Röddiger, Cecilia Mascolo
2025 J jnl
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Yang Liu, Qiang Yang, Kayla-Jade Butkow, Jake Stuchbury-Wass, Dong Ma, Cecilia Mascolo
2025 J jnl
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Qiang Yang, Yang Liu, Jake Stuchbury-Wass, Mathias Ciliberto, Tobias Röddiger, Kayla-Jade Butkow, Adam Pullin, Emeli Panariti, Dong Ma, Cecilia Mascolo
2025 conf
UbiComp Companion
Qiang Yang, Jake Stuchbury-Wass, Thomas Bytheway, Cecilia Mascolo
2025 A* conf
PerCom
Yang Liu, Kayla-Jade Butkow, Jake Stuchbury-Wass, Adam Pullin, Dong Ma, Cecilia Mascolo
2025 A* conf
CHI
Qiang Yang, Yang Liu, Jake Stuchbury-Wass, Kayla-Jade Butkow, Emeli Panariti, Dong Ma, Cecilia Mascolo
2025 A* conf
PerCom
Jake Stuchbury-Wass, Yang Liu, Kayla-Jade Butkow, Joshua Carter, Qiang Yang, Mathias Ciliberto, Ezio Preatoni, Dong Ma, Cecilia Mascolo
2024 conf
UbiComp Companion
Qiang Yang, Yang Liu, Jake Stuchbury-Wass, Kayla-Jade Butkow, Dong Ma, Cecilia Mascolo
2024 conf
BodySys@MobiSys
Changshuo Hu, Thivya Kandappu, Jake Stuchbury-Wass, Yang Liu, Anthony Tang, Cecilia Mascolo, Dong Ma
2024 conf
UbiComp Companion
Tobias Röddiger, Jake Stuchbury-Wass, Mathias Ciliberto, Philipp Lepold, Michael Beigl
2024 J jnl
CoRR
Yang Liu, Kayla-Jade Butkow, Jake Stuchbury-Wass, Adam Pullin, Dong Ma, Cecilia Mascolo
2023 Misc conf
ICASSP
Jake Stuchbury-Wass, Erika Bondareva, Kayla-Jade Butkow, Sanja Scepanovic, Zoran Radivojevic, Cecilia Mascolo
2023 J jnl
CoRR
Jake Stuchbury-Wass, Erika Bondareva, Kayla-Jade Butkow, Sanja Scepanovic, Zoran Radivojevic, Cecilia Mascolo
2022 conf
UbiComp/ISWC Adjunct
Jake Stuchbury-Wass, Andrea Ferlini, Cecilia Mascolo
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"