Wallace Chipidza

23 papers C 2Journal 11Unranked 10
YearRankTypeTitle / Venue / Authors
2025 conf
AMCIS
Tahereh Miari, Zelal Ahmed Kutby, Wallace Chipidza
2022 J jnl
Big Data Soc.
Wallace Chipidza, Christopher Krewson, Nicole Gatto, Elmira Akbaripourdibazar, Tendai Gwanzura
2022 J jnl
Commun. Assoc. Inf. Syst.
Wallace Chipidza, Yan Li, Atefeh Mashatan, Ozgur Turetken, Lorne Olfman
2022 J jnl
J. Assoc. Inf. Sci. Technol.
Wallace Chipidza, Jie (Kevin) Yan
2021 J jnl
J. Am. Medical Informatics Assoc.
Sarah Alismail, Wallace Chipidza
2021 conf
AMCIS
Wallace Chipidza, John Tripp, Elmira Akbaripourdibazar, Taehoon Kim
2021 J jnl
J. Strateg. Inf. Syst.
Hope Koch, Wallace Chipidza, Timothy R. Kayworth
2021 J jnl
Decis. Support Syst.
Wallace Chipidza, John Tripp
2021 J jnl
Int. J. Inf. Manag.
Wallace Chipidza
2021 C conf
ICIS
David Kallemeyn, Wallace Chipidza
2020 conf
AMCIS
Wallace Chipidza, Watanyoo Suksa-Ngiam, Mark S. Kim, Frank H. Moss, Kimani Mbugua, Lorne Olfman, Terry Ryan
2020 conf
HICSS
Wallace Chipidza, John Tripp
2019 J jnl
J. Strateg. Inf. Syst.
Wallace Chipidza, Dorothy E. Leidner
2019 J jnl
J. Comput. Inf. Syst.
Wallace Chipidza, Gina Green, Cindy K. Riemenschneider
2019 J jnl
J. Inf. Syst. Educ.
Wallace Chipidza, Gina Green, Cindy K. Riemenschneider
2018 J jnl
Commun. Assoc. Inf. Syst.
Wallace Chipidza, John F. Tripp
2017 conf
HICSS
Debra Burleson, Wallace Chipidza
2017 conf
AMCIS
Wallace Chipidza, Dorothy E. Leidner
2016 conf
AMCIS
Wallace Chipidza
2016 conf
AMCIS
Wallace Chipidza, Jordana J. George, Hope Koch
2016 conf
AMCIS
Wallace Chipidza
2016 C conf
ICIS
Wallace Chipidza
2016 conf
HICSS
Wallace Chipidza, Dorothy E. Leidner, Debra Burleson
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"