Vera Tilson

33 papers Journal 20Unranked 13
YearRankTypeTitle / Venue / Authors
2025 J jnl
INFORMS Trans. Educ.
Bublu Thakur-Weigold, Vera Tilson, Dessislava A. Pachamanova, Samah El Sayed Mohamad
2025 J jnl
INFORMS Trans. Educ.
Bublu Thakur-Weigold, Vera Tilson, Dessislava A. Pachamanova, Samah El Sayed Mohamad
2024 conf
HICSS
Vera Tilson, Shiya Xiao, Dessislava Pachamanova, Keely Dwyer-Matzky
2022 J jnl
INFORMS Trans. Educ.
Dessislava Pachamanova, Vera Tilson, Keely Dwyer-Matzky
2022 J jnl
INFORMS Trans. Educ.
Dessislava Pachamanova, Vera Tilson, Keely Dwyer-Matzky
2022 conf
HICSS
Aditya Shetty, Harry Groenevelt, Vera Tilson
2019 conf
HICSS
Gregory Dobson, Vera Tilson, Sandy Sullivan, Dave Webster
2019 conf
HICSS
Fangzheng Yuan, Vera Tilson, Joseph G. Szmerekovsky, Ryan Spurr
2016 J jnl
INFORMS Trans. Educ.
Gregory Dobson, Vera Tilson
2016 J jnl
INFORMS Trans. Educ.
Gregory Dobson, Vera Tilson
2016 J jnl
INFORMS Trans. Educ.
Gregory Dobson, Vera Tilson
2016 J jnl
INFORMS Trans. Educ.
Gregory Dobson, Vera Tilson
2015 J jnl
Decis. Support Syst.
Gregory Dobson, David Tilson, Vera Tilson
2014 J jnl
Eur. J. Oper. Res.
Edieal J. Pinker, Joseph G. Szmerekovsky, Vera Tilson
2014 conf
HICSS
Gregory Dobson, David A. Tilson, Vera Tilson, Curtis E. Haas
2013 J jnl
Manag. Sci.
Gregory Dobson, Tolga Tezcan, Vera Tilson
2013 J jnl
Oper. Res.
Edieal J. Pinker, Joseph G. Szmerekovsky, Vera Tilson
2013 conf
HICSS
Edieal J. Pinker, Vera Tilson
2012 J jnl
Manuf. Serv. Oper. Manag.
Gregory Dobson, Hsiao-Hui Lee, Arvind Sainathan, Vera Tilson
2012 J jnl
INFORMS Trans. Educ.
Vera Tilson
2012 J jnl
INFORMS Trans. Educ.
Vera Tilson
2012 J jnl
INFORMS Trans. Educ.
Vera Tilson
2012 conf
HICSS
Xiaobo Zheng, Vera Tilson
2012 J jnl
Decis. Support Syst.
Ravi Mantena, Vera Tilson, Xiaobo Zheng
2012 conf
HICSS
Leon Cui, Vera Tilson, Gregory Dobson
2011 J jnl
Decis. Support Syst.
Joseph G. Szmerekovsky, Vera Tilson, Jiang Zhang
2011 conf
HICSS
Ravi Mantena, Vera Tilson, Xiaobo Zheng
2011 conf
HICSS
Rajib L. Saha, Abraham Seidmann, Vera Tilson
2010 conf
HICSS
Rajib L. Saha, Abraham Seidmann, Vera Tilson
2010 conf
HICSS
Joseph G. Szmerekovsky, Vera Tilson, Jiang Zhang
2010 conf
AMCIS
David A. Tilson, Vera Tilson, Vicken Y. Totten, Edward A. Michelson
2009 J jnl
Eur. J. Oper. Res.
Matthew J. Sobel, Joseph G. Szmerekovsky, Vera Tilson
2008 J jnl
Math. Soc. Sci.
Vera Tilson
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"