J. Joe Payne

13 papers A* 2A 1Journal 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
IEEE Robotics Autom. Lett.
J. Joe Payne, James Zhu, Nathan J. Kong, Aaron M. Johnson
2024 A* conf
ICRA
James Zhu, J. Joe Payne, Aaron M. Johnson
2024 J jnl
CoRR
Justin K. Yim, Paul Nadan, James Zhu, Alexandra Stutt, J. Joe Payne, Catherine Pavlov, Aaron M. Johnson
2024 J jnl
CoRR
J. Joe Payne, James Zhu, Nathan J. Kong, Aaron M. Johnson
2024 J jnl
CoRR
J. Joe Payne, Daniel A. Hagen, Denis Garagic, Aaron M. Johnson
2024 J jnl
Proc. IEEE
Nathan J. Kong, J. Joe Payne, James Zhu, Aaron M. Johnson
2023 J jnl
CoRR
James Zhu, J. Joe Payne, Aaron M. Johnson
2023 J jnl
CoRR
Nathan J. Kong, J. Joe Payne, James Zhu, Aaron M. Johnson
2022 A* conf
ICRA
Hans Kumar, J. Joe Payne, Matthew J. Travers, Aaron M. Johnson, Howie Choset
2022 A conf
IROS
J. Joe Payne, Nathan J. Kong, Aaron M. Johnson
2022 J jnl
CoRR
J. Joe Payne, Nathan J. Kong, Aaron M. Johnson
2021 J jnl
Autom.
Nathan J. Kong, J. Joe Payne, George Council, Aaron M. Johnson
2020 J jnl
CoRR
Nathan J. Kong, J. Joe Payne, George Council, Aaron M. Johnson
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"