Catherine F. Higham

16 papers A* 2Journal 12Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
CoRR
Catherine F. Higham, Paul Henderson, Roderick Murray-Smith
2025 conf
SSVM (1)
Lucas Beerens, Catherine F. Higham, Desmond J. Higham
2025 J jnl
SIAM Rev.
Catherine F. Higham, Desmond J. Higham, Peter Grindrod
2024 J jnl
CoRR
Lucas Beerens, Catherine F. Higham, Desmond J. Higham
2023 J jnl
CoRR
Catherine F. Higham, Desmond J. Higham, Peter Grindrod
2022 A* conf
KDD
Catherine F. Higham, Desmond J. Higham, Francesco Tudisco
2022 J jnl
CoRR
Catherine F. Higham, Desmond J. Higham, Francesco Tudisco
2021 J jnl
CoRR
Catherine F. Higham, Adrian Bedford
2020 J jnl
Frontiers Artif. Intell.
Clara Cohen, Catherine F. Higham, Syed Waqar Nabi
2019 J jnl
SIAM Rev.
Catherine F. Higham, Desmond J. Higham
2018 J jnl
CoRR
Catherine F. Higham, Desmond J. Higham
2017 J jnl
CoRR
Piergiorgio Caramazza, Alessandro Boccolini, Daniel Buschek, Matthias B. Hullin, Catherine F. Higham, Robert Henderson, Roderick Murray-Smith, Daniele Faccio
2015 A* conf
ICML
Benn Macdonald, Catherine F. Higham, Dirk Husmeier
2015 conf
IWBBIO (2)
Catherine F. Higham, Dirk Husmeier
2013 J jnl
BMC Bioinform.
Catherine F. Higham, Dirk Husmeier
2009 J jnl
BMC Syst. Biol.
Catherine F. Higham
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"