Machine Learning for Malware Detection - 5 - Coding the Classifier - Part 1
10.2 هزار بار بازدید -
5 سال پیش
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Books I recommend for Penetration Testing and Ethical Hacking:
1. TJ O'Connor - Violent Python: https://amzn.to/31vH2GB
2. Dafydd Stuttard - Web App Hacker' s Handbook (2nd Ed): https://amzn.to/2MRcjk3
3. Peter Yaworski - Web Hacking 101: https://amzn.to/2KTvJSy
4. Jon Erickson - Hacking: The Art of Exploitation (2nd Ed):
https://amzn.to/2WHr3BD
5. Peter Kim - The Hacker Playbook 3 (2018): https://amzn.to/2MQiTXK
6. Peter Yaworski - Real-World Bug Hunting: https://amzn.to/37GB87K
It helps me tremendously if you support these educational videos:
Patreon: cristivlad
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Short-clips via: https://mixkit.co/
__________
Whatever type of tests you're doing, only perform them in safe and legal environments and with the appropriate permissions.
__________
In this series you'll learn how to apply machine learning in cybersecurity.
In this video we start working on our first machine learning classifier for malware. We'll do some preprocessing on the data to improve the performance of the algorithm.
References:
Chiheb Chebbi - Mastering Machine Learning for Penetration Testing: https://amzn.to/2EpcBbz
Only perform these types of engagements in safe and legal environments and with the appropriate permissions. This video is for educational purposes only.
________________________________________________________________________________________________ Recon in Cybersecurity course: https://bit.ly/cybersecrecon
Python Basics course: http://bit.ly/37cmhlx
Python for Pentesters course: http://bit.ly/2I0sRkm
Join me and other cyber-geeks on discord: http://bit.ly/2KH6aST
Join my SQUAD (for discounts'n'stuff): http://bit.ly/2xhSvM2
Hire me as a penetration tester: https://dgtsec.com/penetration-testin...
101 Pentesting Training: https://dgtsec.com/cybersec-pentestin...
101 Cybersecurity Consulting: https://dgtsec.com/cybersec-pentestin...
Connect with me:
Help me continue creating videos: https://www.buymeacoffee.com/cristivlad
Linkedin: LinkedIn: cristivlad
Twitter: Twitter: CristiVlad25
Facebook page: Facebook: CristiVladZ
Facebook group: Facebook: cybersecpros
Hackthebox: https://www.hackthebox.eu/profile/27034
Tryhackme: https://tryhackme.com/p/cristi
Peerlyst: https://www.peerlyst.com/users/cristi...
Discord: https://disboard.org/server/608756357...
Books I recommend for Penetration Testing and Ethical Hacking:
1. TJ O'Connor - Violent Python: https://amzn.to/31vH2GB
2. Dafydd Stuttard - Web App Hacker' s Handbook (2nd Ed): https://amzn.to/2MRcjk3
3. Peter Yaworski - Web Hacking 101: https://amzn.to/2KTvJSy
4. Jon Erickson - Hacking: The Art of Exploitation (2nd Ed):
https://amzn.to/2WHr3BD
5. Peter Kim - The Hacker Playbook 3 (2018): https://amzn.to/2MQiTXK
6. Peter Yaworski - Real-World Bug Hunting: https://amzn.to/37GB87K
It helps me tremendously if you support these educational videos:
Patreon: cristivlad
My course Developing Ethical Hacking Tools with Python on Cybrary: http://bit.ly/2J5USbC
If you're a Youtuber, how can you survive without TubeBuddy? http://bit.ly/37dgFYr
Learn hands-on pentesting (free trial): http://bit.ly/2LzKrPJ
Hacker Wearables: http://bit.ly/2IDAQEo
Paperspace credit: https://paperspace.io/&R=FMXH1BN
DigitalOcean credit: https://m.do.co/c/efe4365e60bd
Short-clips via: https://mixkit.co/
__________
Whatever type of tests you're doing, only perform them in safe and legal environments and with the appropriate permissions.
__________
In this series you'll learn how to apply machine learning in cybersecurity.
In this video we start working on our first machine learning classifier for malware. We'll do some preprocessing on the data to improve the performance of the algorithm.
References:
Chiheb Chebbi - Mastering Machine Learning for Penetration Testing: https://amzn.to/2EpcBbz
Only perform these types of engagements in safe and legal environments and with the appropriate permissions. This video is for educational purposes only.
5 سال پیش
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