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POST /blog/incident-response/5-ways-soc-teams-can-use-chatgpt/#wpcf7-f25657-o2

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          <option value="Uruguay">Uruguay</option>
          <option value="Uzbekistan">Uzbekistan</option>
          <option value="Vanuatu">Vanuatu</option>
          <option value="Vatican City State (Holy See)">Vatican City State (Holy See)</option>
          <option value="Venezuela">Venezuela</option>
          <option value="Viet Nam">Viet Nam</option>
          <option value="Yemen">Yemen</option>
          <option value="Zambia">Zambia</option>
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5 WAYS TO USE CHATGPT IN YOUR SOC: REAL-WORLD AI APPLICATIONS TO STREAMLINE
ALERT TRIAGE

Written by Itai Tevet - 5 April 2023


CountryUnited StatesCanadaAfghanistanAlbaniaAlgeriaAndorraAngolaAntigua and
BarbudaArgentinaArmeniaArubaAustraliaAustriaAzerbaijanBahamasBahrainBangladeshBarbadosBelarusBelgiumBelizeBeninBermudaBhutanBoliviaBosnia
and HerzegovinaBotswanaBrazilBruneiBulgariaBurkina
FasoBurundiCambodiaCameroonCape VerdeCayman IslandsCentral African
RepublicChadChileChinaColombiaComorosDemocratic Republic of the Congo
(Kinshasa)Congo, Republic of(Brazzaville)Costa
RicaCroatiaCubaCyprusCzechiaDenmarkDjiboutiDominicaDominican RepublicEast Timor
(Timor-Leste)EcuadorEgyptEl SalvadorEquatorial
GuineaEritreaEstoniaEthiopiaFijiFinlandFranceGabonGambiaGeorgiaGermanyGhanaGibraltarGreeceGrenadaGuatemalaGuineaGuinea-BissauGuyanaHaitiHondurasHong
KongHungaryIcelandIndiaIndonesiaIran, Islamic Republic
ofIraqIrelandIsraelItalyIvory
CoastJamaicaJapanJordanKazakhstanKenyaKiribatiKorea, Democratic People's
Republic of(North Korea)Korea, Republic ofKosovoKuwaitKyrgyzstanLao People's
Democratic
RepublicLatviaLebanonLesothoLiberiaLibyaLiechtensteinLithuaniaLuxembourgMacauMacedonia,
Rep. ofMadagascarMalawiMalaysiaMaldivesMaliMaltaMarshall
IslandsMauritaniaMauritiusMexicoMicronesia, Federal States ofMoldova, Republic
ofMonacoMongoliaMontenegroMoroccoMozambiqueMyanmar,
BurmaNamibiaNauruNepalNetherlandsNew CaledoniaNew
ZealandNicaraguaNigerNigeriaNorwayOmanPakistanPalauPalestinian
territoriesPanamaPapua New GuineaParaguayPeruPhilippinesPolandPortugalPuerto
RicoQatarRomaniaRussian FederationRwandaSaint Kitts and NevisSaint LuciaSaint
Vincent and the GrenadinesSamoaSan MarinoSao Tome and PrincipeSaudi
ArabiaSenegalSerbiaSeychellesSierra LeoneSingaporeSlovakiaSloveniaSolomon
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Security Operations Center (SOC) teams face the daunting challenge of staying
one step ahead as cyber threats continue to evolve. With an ever-increasing
volume of textual data to analyze and a need for rapid response, AI-powered
tools like ChatGPT have emerged as an invaluable resource for SOC teams.
However, for many teams “AI” still remains as a general buzzword and they’re not
sure how to actually use these new tools for practical use cases and smart
automation in their day-to-day work. 

In this post, we’ll explore how ChatGPT can assist in five different cyber
investigation tasks. Leveraging ChatGPT alongside Intezer’s investigative
capabilities is one way that SOC teams can create a strong force for
streamlining alert triage.


1. INVESTIGATING SCRIPTS AND MACROS WITH CHATGPT

ChatGPT can be used to quickly analyze suspicious code in scripts and macros. By
simply providing the code to the AI model, it can interpret the underlying logic
and identify if the code is malicious or benign. This saves valuable time and
resources, allowing SOC teams to focus on more complex tasks while increasing
the efficiency of their investigations.


2. INVESTIGATING FILE PATHS

File paths can be instrumental in determining if software is legitimate or part
of a cyber attack. ChatGPT can analyze file paths to identify patterns, naming
conventions, and known vendor structures. By cross-referencing this information
with known legitimate software, SOC teams can quickly ascertain the legitimacy
of the software in question.

Here’s two examples, first with a file path for legitimate software and then a
file path used by malware:

ChatGPT’s answer after being prompted with a file path for legitimate software.
After prompting ChatGPT about a file path from a malware.


3. CORRELATING LOGS AND DATA

ChatGPT can help SOC teams correlate different logs and data sources to analyze
the root cause of a cyber incident. By ingesting log data from various sources,
the AI model can identify patterns, anomalies, and establish connections between
seemingly unrelated events. This holistic approach can greatly improve the
accuracy and speed of cyber incident investigations.


4. PROMPT CHATGPT TO ANALYZE SUSPICIOUS COMMAND LINES

Command lines (cmd, PowerShell, bash) can be difficult to decipher, especially
when dealing with obfuscated or complex code. ChatGPT can assist in
deconstructing these command lines to better understand their purpose and
determine if they’re malicious or not. By analyzing the code, the AI model can
identify functions, variables, and other components that may indicate a
potential cyber threat.


5. AUTOMATING SIEM RULES AND QUERIES

ChatGPT can help SOC teams create rules and queries for SIEM products in plain
English. By inputting a description of the desired rule or query, the AI model
can generate the appropriate syntax, facilitating threat hunting as well as
ongoing investigations. This not only saves time but also helps ensure that
rules are comprehensive and effective.


THE POWER OF COMBINING CHATGPT AND INTEZER

While ChatGPT excels in text-related analysis, Intezer focuses on software
analysis, providing a complementary set of capabilities for cyber
investigations. By combining the two, SOC teams can quickly get a comprehensive
understanding of threats, covering both the textual and software aspects of
cyber attacks. This powerful synergy enables security professionals to swiftly
and effectively address even the most sophisticated threats.

Intezer leverages artificial intelligence, powerful algorithms, machine
learning, and other cutting-edge technologies to automate time-consuming tasks
that previously required a skilled analyst, reverse engineer, or outsourcing to
a managed detection and response provider. With the introduction of ChatGPT’s
new artificial intelligence technology, we’re already identifying ways it could
be incorporated to save even more time for Intezer’s users. To make things super
easy for our customers, Intezer is now working on integrating OpenAI into the
automated alert triage process in our Autonomous SOC product.  Stay tuned for
some news!


USING AI-POWERED TOOLS TO ENHANCE SOC EFFICIENCY AND EFFECTIVENESS

Incorporating AI-powered tools like ChatGPT and Intezer into your SOC team’s
arsenal can greatly enhance the efficiency and effectiveness of cyber
investigations. By streamlining both text analysis and software analysis, these
technologies can empower security professionals to stay ahead of the curve in an
increasingly complex cyber threat landscape.

Itai Tevet


Once led a government CERT. Now, CEO at Intezer, changing the way we detect,
analyze and respond to malware.

ai artificial intelligence chatgpt SOC soc teams Top blog Top blogs

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