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<p class="MsoNormal">Hi Miroslav,<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Acknowledged – thank you for the confirmation.<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
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<p class="MsoNormal">-- <o:p></o:p></p>
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<p class="MsoNormal"><span style="color:black">Respectfully,<o:p></o:p></span></p>
<p class="MsoNormal"><span style="color:black">Luis 'Omar' Rivera, PhD<o:p></o:p></span></p>
<p class="MsoNormal"><span style="color:black">Data Scientist<o:p></o:p></span></p>
<p class="MsoNormal"><span style="color:black">Data Analytics and Capabilities Cell<o:p></o:p></span></p>
<p class="MsoNormal"><span style="color:black">3133 General Hudnell Dr, Suite 110<o:p></o:p></span></p>
<p class="MsoNormal"><span style="color:black">San Antonio, Texas 78226<o:p></o:p></span></p>
<p class="MsoNormal"><span style="color:black">Mobile: 210-269-5821<o:p></o:p></span></p>
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<p class="MsoNormal"><span style="color:black"><a href="mailto:rivera_luis@bah.com" title="mailto:rivera_luis@bah.com"><span style="color:#954F72">rivera_luis@bah.com</span></a></span><o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
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<p class="MsoNormal"><b><span style="font-size:12.0pt;color:black">From: </span></b><span style="font-size:12.0pt;color:black">Miroslav Kohutik <miroslav.kohutik@gmail.com><br>
<b>Date: </b>Wednesday, August 19, 2020 at 1:13 PM<br>
<b>To: </b>"Rivera, Luis [USA]" <Rivera_Luis@bah.com><br>
<b>Cc: </b>"dataset@kis.fri.uniza.sk" <dataset@kis.fri.uniza.sk><br>
<b>Subject: </b>Re: [External] Re: [Dataset] KIS 2019 dataset request<o:p></o:p></span></p>
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<p class="MsoNormal"><o:p> </o:p></p>
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<p class="MsoNormal">Good day Dr. Rivera,<o:p></o:p></p>
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<p class="MsoNormal"><o:p> </o:p></p>
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<p class="MsoNormal">This is accurate, each attack type occurs exactly once in the dataset.<o:p></o:p></p>
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<p class="MsoNormal"><o:p> </o:p></p>
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<p class="MsoNormal">Best regards,<o:p></o:p></p>
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<p class="MsoNormal">Miroslav Kohutik<o:p></o:p></p>
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<p class="MsoNormal"><o:p> </o:p></p>
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<p class="MsoNormal">On Wed, Aug 19, 2020 at 5:24 PM Rivera, Luis [USA] <<a href="mailto:Rivera_Luis@bah.com">Rivera_Luis@bah.com</a>> wrote:<o:p></o:p></p>
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<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto">Good day Miroslav,<o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"> <o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto">Thank you.
<o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"> <o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto">Hoping you could help me confirm something in the KIS-2019 dataset. It looks like there is only one Ares/BOTNET attack represented in the dataset. It is under Tags = “KIS2019,
ATTACK, BOTNET”. Is that accurate?<o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"> <o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto">Do you know if there are additional Remote Access Tool / Botnet attacks represented in this dataset?<o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"> <o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto">Thank you for your time,<o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"> <o:p></o:p></p>
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<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto">-- <o:p></o:p></p>
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<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"><span style="color:black">Respectfully,</span><o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"><span style="color:black">Luis 'Omar' Rivera, PhD</span><o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"><span style="color:black">Data Scientist</span><o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"><span style="color:black">Data Analytics and Capabilities Cell</span><o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"><span style="color:black">3133 General Hudnell Dr, Suite 110</span><o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"><span style="color:black">San Antonio, Texas 78226</span><o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"><span style="color:black">Mobile: 210-269-5821</span><o:p></o:p></p>
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<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"><span style="color:black"><a href="mailto:rivera_luis@bah.com" target="_blank" title="mailto:rivera_luis@bah.com"><span style="color:#954F72">rivera_luis@bah.com</span></a></span><o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"> <o:p></o:p></p>
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<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"><b><span style="font-size:12.0pt;color:black">From:
</span></b><span style="font-size:12.0pt;color:black">Miroslav Kohutik <<a href="mailto:miroslav.kohutik@gmail.com" target="_blank">miroslav.kohutik@gmail.com</a>><br>
<b>Date: </b>Tuesday, August 18, 2020 at 11:18 AM<br>
<b>To: </b>"Rivera, Luis [USA]" <<a href="mailto:Rivera_Luis@bah.com" target="_blank">Rivera_Luis@bah.com</a>><br>
<b>Cc: </b>"<a href="mailto:dataset@kis.fri.uniza.sk" target="_blank">dataset@kis.fri.uniza.sk</a>" <<a href="mailto:dataset@kis.fri.uniza.sk" target="_blank">dataset@kis.fri.uniza.sk</a>><br>
<b>Subject: </b>Re: [External] Re: [Dataset] KIS 2019 dataset request</span><o:p></o:p></p>
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<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"> <o:p></o:p></p>
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<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto">Dear Dr. Rivera,<br>
<br>
Thanks for the information, we hope you will be satisfied with our dataset.<br>
Do not hesitate to email us, should you have any questions.<br>
<br>
Best regards,<br>
Miroslav Kohutik<o:p></o:p></p>
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<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"> <o:p></o:p></p>
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<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto">On Tue, Aug 18, 2020 at 5:09 PM Rivera, Luis [USA] <<a href="mailto:Rivera_Luis@bah.com" target="_blank">Rivera_Luis@bah.com</a>> wrote:<o:p></o:p></p>
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<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto">Good day Miroslav,<o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"> <o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto">Thank you. My team and I work within Booz Allen Hamilton’s Data Analytics and Capabilities Cell, and we are interested in building machine learning models that can identify various
types of remote access tool (RAT) behavior. We are working with multiple publicly available datasets containing RAT behavior and thought your dataset would be a great addition to this work given that yours is the most recent dataset we’ve found that contains
RAT (Ares) behavior.<o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"> <o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto">We are looking forward to exploring this dataset for potential inclusion in our RAT ML model building efforts.
<o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"> <o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto">Thank you for your time and efforts,<o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"> <o:p></o:p></p>
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<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto">-- <o:p></o:p></p>
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<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"><span style="color:black">Respectfully,</span><o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"><span style="color:black">Luis 'Omar' Rivera, PhD</span><o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"><span style="color:black">Data Scientist</span><o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"><span style="color:black">Data Analytics and Capabilities Cell</span><o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"><span style="color:black">3133 General Hudnell Dr, Suite 110</span><o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"><span style="color:black">San Antonio, Texas 78226</span><o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"><span style="color:black">Mobile: 210-269-5821</span><o:p></o:p></p>
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<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"><span style="color:black"><a href="mailto:rivera_luis@bah.com" target="_blank" title="mailto:rivera_luis@bah.com"><span style="color:#954F72">rivera_luis@bah.com</span></a></span><o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"> <o:p></o:p></p>
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<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"><b><span style="font-size:12.0pt;color:black">From:
</span></b><span style="font-size:12.0pt;color:black">Miroslav Kohutik <<a href="mailto:miroslav.kohutik@gmail.com" target="_blank">miroslav.kohutik@gmail.com</a>><br>
<b>Date: </b>Tuesday, August 18, 2020 at 8:17 AM<br>
<b>To: </b>"Rivera, Luis [USA]" <<a href="mailto:Rivera_Luis@bah.com" target="_blank">Rivera_Luis@bah.com</a>><br>
<b>Cc: </b>"<a href="mailto:dataset@kis.fri.uniza.sk" target="_blank">dataset@kis.fri.uniza.sk</a>" <<a href="mailto:dataset@kis.fri.uniza.sk" target="_blank">dataset@kis.fri.uniza.sk</a>><br>
<b>Subject: </b>[External] Re: [Dataset] KIS 2019 dataset request</span><o:p></o:p></p>
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<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"> <o:p></o:p></p>
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<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto">Dear Dr. Rivera,<br>
<br>
you can access the KIS 2019 dataset files at <a href="https://urldefense.com/v3/__https:/dataset.cc.uniza.sk/__;!!May37g!d7Qynb3_FtjiYTIp3I8DAVTIe0-fxYnf2FvcABXRxIqb29zBuX3akSmT9Fr5LBU$" target="_blank">
https://dataset.cc.uniza.sk/</a>.<br>
<br>
If you don't mind, I would like to inquire about the purpose for which you are planning to access/use this dataset.<br>
<br>
Best regards,<br>
Miroslav Kohutik<o:p></o:p></p>
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<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"> <o:p></o:p></p>
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<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto">On Mon, Aug 17, 2020 at 7:52 PM Rivera, Luis [USA] <<a href="mailto:Rivera_Luis@bah.com" target="_blank">Rivera_Luis@bah.com</a>> wrote:<o:p></o:p></p>
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<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto">Good afternoon,<o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"> <o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto">I would like to request access to your KIS 2019 dataset.<o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"> <o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto">Thank you,<o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"> <o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto">-- <o:p></o:p></p>
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<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"><span style="color:black">Respectfully,</span><o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"><span style="color:black">Luis 'Omar' Rivera, PhD</span><o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"><span style="color:black">Data Scientist</span><o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"><span style="color:black">Data Analytics and Capabilities Cell</span><o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"><span style="color:black">3133 General Hudnell Dr, Suite 110</span><o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"><span style="color:black">San Antonio, Texas 78226</span><o:p></o:p></p>
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<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto">_______________________________________________<br>
Dataset mailing list<br>
<a href="mailto:Dataset@kis.fri.uniza.sk" target="_blank">Dataset@kis.fri.uniza.sk</a><br>
<a href="https://urldefense.com/v3/__http:/mailman.kis.fri.uniza.sk/mailman/listinfo/dataset__;!!May37g!d7Qynb3_FtjiYTIp3I8DAVTIe0-fxYnf2FvcABXRxIqb29zBuX3akSmTBGgH0Po$" target="_blank">http://mailman.kis.fri.uniza.sk/mailman/listinfo/dataset</a><o:p></o:p></p>
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