Konstantin Berlin

@kberlin

Senior Director, Sophos AI . Views are my own.

Washington, DC
sites.google.com/site/kberlin/
Vrijeme pridruživanja: travanj 2007.
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  1. 23. sij

    BTW, we had follow up work on this by combining file paths with ML static detection:

    eXpose : A Character-Level Convolutional Neural Network with Embeddings For Detecting Malicious URLs, File Paths and Registry Keys : (pdf) cc ||
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  2. 23. sij

    Checkout the latest revision:

    presenting very thorough and original work on inferring descriptions of malware samples' purposes, via a deep neural net. . Work done jointly with , , , and AI.
    2 proslijeđena tweeta 4 korisnika označavaju da im se sviđa
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  3. proslijedio/la je Tweet
    13. sij

    Job posting for AI's Budapest data engineering roles: Please apply if you think you'd be a fit! And please retweet if you think your followers might benefit! We're a team invested in intellectual openness and shipping R&D to > 100M customers.

    5 proslijeđenih tweetova 3 korisnika označavaju da im se sviđa
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  4. proslijedio/la je Tweet
    13. sij

    Job posting for AI's Budapest team manager role: . Please apply if you think you'd be a fit! Please retweet if you think your followers might benefit!

    3 proslijeđena tweeta 3 korisnika označavaju da im se sviđa
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  5. proslijedio/la je Tweet
    22. svi 2019.

    Happy to share the preprint of our latest work on malware description via tagging, "Semantic Malware Attribute Relevance Tagging" ( ) ). With , , and at

    4 proslijeđena tweeta 11 korisnika označava da im se sviđa
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  6. 20. svi 2019.

    Our new manuscript (with and ) on combining file path information into a static detection model is out: Learning from Context: Exploiting and Interpreting File Path Information for Better Malware Detection

    5 proslijeđenih tweetova 8 korisnika označava da im se sviđa
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  7. 16. svi 2019.

    I am super excited about our new paper "SMART: Semantic Malware Attribute Relevance Tagging" (with , and Tad) . Feedback and comments welcome.

    4 proslijeđena tweeta 10 korisnika označava da im se sviđa
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  8. proslijedio/la je Tweet
    21. ožu 2019.

    introduced me to MinHash and used it to write the overlapper we use for assembling big genomes. Now he's director of data science at Sophos and applying machine learning to IT security. Opportunity to work with him:

    2 proslijeđena tweeta 3 korisnika označavaju da im se sviđa
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  9. proslijedio/la je Tweet
    15. ožu 2019.

    New paper alert! One Weird Trick to boost your model's performance!

    Amazing work by my collaborators, , using auxiliary loss to boosting malware detection accuracy. Feedback welcome. ALOHA: Auxiliary Loss Optimization for Hypothesis Augmentation
    2 proslijeđena tweeta 9 korisnika označava da im se sviđa
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  10. 15. ožu 2019.

    Amazing work by my collaborators, , using auxiliary loss to boosting malware detection accuracy. Feedback welcome. ALOHA: Auxiliary Loss Optimization for Hypothesis Augmentation

    5 proslijeđenih tweetova 5 korisnika označava da im se sviđa
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  11. proslijedio/la je Tweet
    6. velj 2019.

    Are you interested in a data engineering role with an inclusive, fast-moving, 100% remote team? We're looking for someone who can help Sophos Data Science build the next generation of tools for state-of-the-art security data science! Please RT if you know someone! DMs open!

    1 reply 11 proslijeđenih tweetova 8 korisnika označava da im se sviđa
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  12. proslijedio/la je Tweet
    30. sij 2019.

    Working at Sophos was a great learning experience, but I decided remote work wasn’t for me, and I'm looking for my next adventure. If you're a Bay Area company interested in hiring someone who’s written a lot of Python & read a lot of papers to do applied , PM me!

    5 replies 7 proslijeđenih tweetova 16 korisnika označava da im se sviđa
    Prikaži ovu nit
    Prikaži ovu nit
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  13. proslijedio/la je Tweet
    16. srp 2018.

    Still looking for a US-timezone-based security data scientist to join our distributed applied research team at Sophos. We're a vibrant group that does thorough, publishable research in pursuit of solving hard, real-world security problems for Sophos' millions of users.

    1 reply 5 proslijeđenih tweetova 7 korisnika označava da im se sviđa
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  14. 17. lip 2018.

    1 proslijeđeni tweet 1 korisnik označava da mu se sviđa
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  15. proslijedio/la je Tweet
    8. svi 2018.

    Excited to be sharing "Measuring the speed of the Red Queen's Race": work with on tracking concept drift in malware at in August!

    13 proslijeđenih tweetova 14 korisnika označava da im se sviđa
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  16. proslijedio/la je Tweet
    13. pro 2017.

    I'll probably end up remembering this moment as the time I decided to blow my career up for no reason, but this is something I've been wanting to say for a long time.

    438 replies 3.126 proslijeđenih tweetova 7.310 korisnika označava da im se sviđa
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  17. proslijedio/la je Tweet
    1. kol 2017.

    Want to work on gnarly data science problems with an awesome group? Data Science is looking for a research engineer. DMs open!

    1 reply 6 proslijeđenih tweetova 4 korisnika označavaju da im se sviđa
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  18. proslijedio/la je Tweet
    20. srp 2017.

    I'm hiring this fall! Please talk to me at if you'd like to do research with us ()

    5 replies 65 proslijeđenih tweetova 56 korisnika označava da im se sviđa
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  19. proslijedio/la je Tweet
    7. srp 2017.

    I'll be presenting at ! Come peek inside some black boxes with me.

    3 proslijeđena tweeta 2 korisnika označavaju da im se sviđa
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  20. proslijedio/la je Tweet
    30. lip 2017.

    Looking to fill one more research engineer position on our data science research team at Sophos. Deep learning, security, lots of data 😎

    5 replies 14 proslijeđenih tweetova 12 korisnika označava da im se sviđa
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