Nadejda Bocheva

20 papers B 1C 5Misc 1Journal 5Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
Int. J. Online Biomed. Eng.
Velin Kralev, Radoslava Kraleva, Petia D. Koprinkova, Nadejda Bocheva, Miroslava Stefanova
2024 conf
BI (1)
Tsvetalin Totev, Nadejda Bocheva, Kalina Racheva
2024 C conf
INISTA
Petia D. Koprinkova-Hristova, Simona Nedelcheva, Nadejda Bocheva
2022 conf
BI
Bilyana Genova, Nadejda Bocheva, Miroslava Stefanova
2021 conf
BIOMESIP
Olga Georgieva, Nadejda Bocheva, Miroslava Stefanova, Bilyana Genova
2020 C conf
FedCSIS
Petia D. Koprinkova-Hristova, Nadejda Bocheva
2020 conf
LOD (2)
Petia D. Koprinkova-Hristova, Nadejda Bocheva
2020 C conf
EANN
Olga Georgieva, Nadejda Bocheva, Bilyana Genova, Miroslava Stefanova
2020 J jnl
Neural Comput. Appl.
Petia D. Koprinkova-Hristova, Miroslava Stefanova, Bilyana Genova, Nadejda Bocheva, Radoslava Kraleva, Velin Kralev
2020 conf
BioInfoMed
Petia D. Koprinkova-Hristova, Simona Nedelcheva, Nadejda Bocheva
2020 conf
AIAI (1)
Petia D. Koprinkova-Hristova, Nadejda Bocheva, Simona Nedelcheva, Miroslava Stefanova, Bilyana Genova, Radoslava Kraleva, Velin Kralev
2020 B conf
IJCNN
Petia D. Koprinkova-Hristova, Simona Nedelcheva, Nadejda Bocheva, Radoslava Kraleva, Velin Kralev, Miroslava Stefanova, Bilyana Genova
2019 J jnl
Frontiers Comput. Neurosci.
Petia D. Koprinkova-Hristova, Nadejda Bocheva, Simona Nedelcheva, Miroslava Stefanova
2018 J jnl
Int. J. Online Eng.
Velin Spasov Kralev, Radoslava Stankova Kraleva, Nina Sinyagina, Petia D. Koprinkova-Hristova, Nadejda Bocheva
2018 J jnl
Int. J. Online Eng.
Radoslava Kraleva, Velin Kralev, Nina Sinyagina, Petia D. Koprinkova-Hristova, Nadejda Bocheva
2018 Misc conf
AIAI
Petia D. Koprinkova-Hristova, Miroslava Stefanova, Bilyana Genova, Nadejda Bocheva
2018 C conf
INISTA
Albena Tchamova, Jean Dezert, Pavlina D. Konstantinova, Nadejda Bocheva, Bilyana Genova, Miroslava Stefanova
2018 C conf
INISTA
Petia D. Koprinkova-Hristova, Nadejda Bocheva, Simona Nedelcheva
2012 conf
IEEE Conf. of Intelligent Systems
Albena Tchamova, Jean Dezert, Nadejda Bocheva, Pavlina D. Konstantinova
2011 conf
ICAART (1)
Nadejda Bocheva, Olga Georgieva, Miroslava Stefanova
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"