Scott Coull
@DrScottCoull
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Security + Machine Learning @Google Cloud
Raleigh, NC
Joined April 2014
New blog post that covers some of the ML-based innovations behind @GoogleCloudSec's Threat Profile Service! Great write up that covers how we personalize Google's threat intelligence experience to each customer's unique needs. https://t.co/zvFFgiAgFI
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Be sure to check out the great talks from @GoogleCloudSec ... David Krisiloff presenting structure-aware architectures for malware classification: https://t.co/6dFWs6MY57 Christopher Galbraith talking about personalizing threat intel for customer needs:
camlis.org
🎉 It's official! The #CAMLIS2024 abstracts & videos are now live on our website & our YouTube channel! 🚀 Don't miss this opportunity to explore some incredible work at the intersection of machine learning & info security! 🌐 Website: https://t.co/wmapnPEik6
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Livestream from Day 4 of the @kaggle x @GoogleAI GenAI course is up! We discuss domain-specific LLMs in the medical (MedLM) and security (SecLM) space, and take questions about how @GoogleCloudSec's SecLM can solve difficult security problems. https://t.co/OHTCatA130
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Super excited to be participating in an AMA-style discussion about how we are applying GenAI to the most challenging cybersecurity problems! There is still time to register and I hope to see you all there! https://t.co/O0YhCooWEw
rsvp.withgoogle.com
Join our 5-day course on Nov 11 - 15 designed to help you deeply understand some of the fundamental technologies and techniques behind Generative AI.
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Today, @GoogleCloudSec Data Scientist Chris Galbraith will present, "Let’s Make it Personal: Customizing Threat Intelligence with Metric Learning." Find out how we use metric learning to sift through a sea of threat intel to find the most relevant threats for our customers!
Half an hour until we kick of day 2 of #CAMLIS2024! A second keynote, a keynote panel, and two sessions of great talks. Reminder that we'll be livestreaming again but from a new link; find it here:
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Next up in Session two: "Structure and Semantics-Aware Malware Classification with Vision Transformers" from David Krisiloff.
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This is the first byte-based malware classifier that matches the performance of classical models using hand-engineered features!
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David Krisiloff from @GoogleCloudSec will present, "Structure and Semantics-Aware Malware Classification with Vision Transformers." David will show how we inject expert knowledge into deep learning architectures to achieve state-of-the-art malware classification results.
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Look for some deep dives on this great work as we get closer to CAMLIS!
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We are excited to unveil our day one keynote speaker for #CAMLIS2024,@ram_ssk, the Data Cowboy from @Azure! Save your seat to hear Ram's insights on AI Red Teaming, covering everything from valuable insights to tackling challenges head-on. https://t.co/oUOaD1uES7
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Today we’re launching Google Threat Intelligence from @googlecloud to help cybersecurity professionals get better visibility of global threats. It uses Gemini’s advanced AI capabilities, plus expertise and insights from @Mandiant + @virustotal.
cloud.google.com
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🌟Early bird registration is now open! Register by May 24 to save. #CAMLIS2024 We're also excited to introduce a new addition to our program- a complimentary Women's Networking Breakfast.👭🎉 👉 Early Bird Tickets: Only 50 spots! 🗓 Offer Expires: May 24 https://t.co/MrHLAlk50A
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🎧 Don't miss the latest @CloudSecPodcast episode hosted by @anton_chuvakin and @_TimPeacock! Hear from distinguished Google Cloud Security experts on how #SecLM boosts security and its real-world impact. Listen here: https://t.co/zuXgcqQLIV
#Podcast #Cybersecurity
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It was a pleasure to get to chat a bit about our philosophy in designing the SecLM platform and training our security-focused LLMs! Thanks for having us!
Episode 168 "Beyond Regular LLMs: How SecLM Enhances Security and What Teams Can Do With It" of Cloud Security Podcast where hosts @anton_chuvakin and @_TimPeacock interview Umesh Shankar and Scott Coull @GoogleCloud about security-trained LLMs https://t.co/zQeJTSs6AX
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Episode 168 "Beyond Regular LLMs: How SecLM Enhances Security and What Teams Can Do With It" of Cloud Security Podcast where hosts @anton_chuvakin and @_TimPeacock interview Umesh Shankar and Scott Coull @GoogleCloud about security-trained LLMs https://t.co/zQeJTSs6AX
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Excited to be giving my first keynote at the Association for the @RealAAAI AICS workshop today! I'll be talking about the increasing importance of thinking about systems-level concepts in Sec+ML research. https://t.co/xIfe8K1HSI
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If you are working at the intersection of Security and GenAI, please consider submitting to this workshop. I expect there is a lot of really exciting early work happening in this area and we'd love to see your paper! https://t.co/bhmSylSXlS
sites.google.com
Goal The workshop will host discussions into the safety, security, and privacy of GenAI-powered applications from a system design perspective. We believe that this new category of important and...
The deadline for submissions to SAGAI'24 (workshop on security of GenAI at IEEE S&P) has been extended to March 1, thanks to flexibility from our publisher for the camera ready. If you missed the original deadline, this is your chance to submit your exciting research results.
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Check out our new blog about exciting ways to leverage AI in the Threat Intelligence Lifecycle, enrich and categorize data, and how to give customers the intelligence necessary to proactively defend against emerging threats. Read now:
cloud.google.com
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Missed the event? Watch it again on our YouTube channel: https://t.co/OQ1vRU2ulP Stay tuned for future events! Thank you again, @DrScottCoull , for talking about your research at our seminar! @adversarial_ML @trustworthy_ml @aivillage_dc @RedTeamVillage_
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