Oguz Akin

13 papers A* 1Journal 7Unranked 5
YearRankTypeTitle / Venue / Authors
2025 A* conf
ICML
Mengmeng Ma, Tang Li, Yunxiang Peng, Lu Lin, Volkan Beylergil, Binsheng Zhao, Oguz Akin, Xi Peng
2022 J jnl
Comput. Medical Imaging Graph.
Jingya Liu, Yingli Tian, Cihan Duzgol, Oguz Akin, A. Muhtesem Agildere, K. Murat Haberal, Mehmet Coskun
2021 J jnl
Comput. Medical Imaging Graph.
Jiaxing Tan, Longlong Jing, Yumei Huo, Lihong Li, Oguz Akin, Yingli Tian
2021 conf
MLMI@MICCAI
Jingya Liu, Oguz Akin, Yingli Tian
2020 J jnl
CoRR
Elena A. Kaye, Emily A. Aherne, Cihan Duzgol, Ida Häggström, Erich Kobler, Yousef Mazaheri, Maggie M. Fung, Zhigang Zhang, Ricardo Otazo, Herbert Alberto Vargas, Oguz Akin
2020 conf
SASHIMI@MICCAI
Jingya Liu, Yingli Tian, A. Muhtesem Agildere, K. Murat Haberal, Mehmet Coskun, Cihan Duzgol, Oguz Akin
2020 conf
ICPR Workshops (1)
Benjamin Reichman, Longlong Jing, Oguz Akin, Yingli Tian
2019 J jnl
CoRR
Jingya Liu, Liangliang Cao, Oguz Akin, Yingli Tian
2019 conf
MICCAI (6)
Jingya Liu, Liangliang Cao, Oguz Akin, Yingli Tian
2019 J jnl
CoRR
Jingya Liu, Liangliang Cao, Oguz Akin, Yingli Tian
2019 J jnl
CoRR
Jiaxing Tan, Longlong Jing, Yumei Huo, Yingli Tian, Oguz Akin
2019 J jnl
Int. J. Comput. Assist. Radiol. Surg.
Helen Xu, John S. H. Baxter, Oguz Akin, Diego Cantor-Rivera
2016 conf
ISBI
Xia Li, Asha Singanamalli, Dattesh Shanbhag, Andreas M. Hötker, Omer Aras, Oguz Akin, Roshni Bhagalia
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"