M. Alex Kelly

16 papers B 8Journal 5Unranked 3
YearRankTypeTitle / Venue / Authors
2022 B conf
CogSci
Alexander Ororbia, M. Alex Kelly
2022 J jnl
CoRR
Alexander Ororbia, M. Alex Kelly
2022 J jnl
CoRR
Khai-Nguyen Nguyen, Zixin Tang, Ankur Mali, M. Alex Kelly
2022 conf
AGI
Alexander G. Ororbia II, M. Alex Kelly
2021 J jnl
CoRR
Alexander Ororbia, M. Alex Kelly
2020 B conf
CogSci
Wang Jing, M. Alex Kelly, David Reitter
2020 B conf
CogSci
M. Alex Kelly, Yang Xu, Jesús Calvillo, David Reitter
2019 J jnl
CoRR
Wang Jing, M. Alex Kelly, David Reitter
2019 B conf
CogSci
M. Alex Kelly, Nipun Arora, Robert L. West, David Reitter
2018 J jnl
CoRR
Alexander G. Ororbia II, Ankur Mali, M. Alex Kelly, David Reitter
2017 conf
AAAI Fall Symposia
M. Alex Kelly, David Reitter
2015 B conf
CogSci
Kam Kwok, Robert L. West, M. Alex Kelly
2014 conf
AGI
Michael O. Vertolli, M. Alex Kelly, Jim Davies
2014 B conf
CogSci
M. Alex Kelly, Douglas J. K. Mewhort, Robert L. West
2012 B conf
CogSci
M. Alex Kelly, Robert L. West
2011 B conf
CogSci
M. Alex Kelly, Robert L. West
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"