Luca Invernizzi

Security & anti-abuse researcher @ Google

[Elie Bursztein @elie]

[Weekend read] Generalized Power Attacks against Crypto Hardware using Long-Range Deep Learning - https://t.co/cV6TGaxHES

Thrilled to finally publish our GPAM model and high-quality ECC datasets after years of intense R&D. Compared to existing approaches, the GPAM model represents a generational leap because it is able to attack multiple algorithms (AES, ECC) and countermeasures without the need for human intervention and without the need to pre-process the input traces.

Full disclosure each attack requires about automated hyper-tuning: ~700 GPU/h of automated hyper-tuning.

@jmichel_p @invernizzi @flowyroll
#AI #CyberSecurity #cryptography #crypto #ResearchPapers

[DARPA @DARPA]

Congrats to the 7 companies that will receive $1 million each to develop AI-enabled cyber reasoning systems that automatically find and fix software vulnerabilities as part of the #AIxCC Small Business Track! Full announcement: https://t.co/SC6yEFsooy.

[Ange @angealbertini]

Magika - fast file identification via deep learning. Open-source and used internally at Google.
Assessed by yours truly.
https://t.co/Z2QuiHc6aG

[Elie Bursztein @elie]

Very excited to announce the release of Magika our #AI powered fast and efficient file type identification lib and tool - https://t.co/ohXJZuFyN6 Thanks to its optimized #Keras model and #onnx Magika massively outperform other tools while be very fast even on CPU

@fchollet

[François Chollet @fchollet]

Google is open-sourcing Magika: a ML-powered filetype identification tool. Very fast, and more accurate than any existing alternative -- by far.

The model was developed with Keras, and converted to ONNX for inference.

https://t.co/Z0JFgyADlI

[Elie Bursztein @elie]

Twitter use Keras-Tuner to hyper-tune their models. Glad they found it useful 😄 maybe we should start a list of companies that use it @fchollet.

https://t.co/w3HjjkvmAb

#Twitter #THEAlgorithm #deeplearning #ai

[Samantha Katcher @SamanthaKatcher]

Do you have experience working in computer security? We want to hear how your close friends, colleagues, and the broader community impact your experiences. Raffle for 25 Amazon giftcards ($50 each). Survey: [https://t.co/iRBs0CPJ7Z], Details: [https://t.co/SAgbVmt9zw].

[Elie Bursztein @elie]

[Weekend Read] Spotlight: Malware Lead Generation At Scale https://t.co/KKbl3gAl2C Insights into how we use deep-learning clustering at Google to find potentially unknown malware families. #malware #AI #deeplearning #research #apt #threatintel

[Luca Invernizzi @invernizzi]

Go team :)

[Rust Trending @RustTrending]

google / OpenSK: OpenSK is an open-source implementation for security keys written in Rust that supports both FIDO U2F and FIDO2 standards. ★1779 https://t.co/xrfTzuawc8

[Luca Invernizzi @invernizzi]

@reyammer Hey Yanick, welcome to the infamous Industry! Personally, I find it incredibly rewarding, and I'm glad you took this step. Thanks for sharing your thoughts, and do keep in touch (for real)!

[TensorFlow @TensorFlow]

Good hyperparameters lead to ML success! 🙌

Learn how you can find the best parameters with Keras Tuner— a fully-featured, scalable, and easy-to-use hyperparameter tuning library for Keras and beyond.

Read the blog → https://t.co/chGjJDB7ll

[Luca Invernizzi @invernizzi]

Go team!

[Sundar Pichai @sundarpichai]

To help keep you safe online, @googlechrome will now warn if your username & password have been compromised when you type them into a website. We’re also enhancing phishing protections to be real-time on desktop to alert you when visiting malicious sites. https://t.co/XuStf4sKQP

[Elie Bursztein @elie]

Our paper "Protecting accounts from credential stuffing with password breach alerting" https://t.co/frCvaowZ99 won the Usenix Security distinguished paper award! 🏆 #security #research

[Elie Bursztein @elie]

Introducing Keras Tuner: hypertuning for humans - Slides: https://t.co/6vbyNtTti7 Early Access program: https://t.co/KUb3iTSiMk #io19 @TensorFlow @fchollet

[François Chollet @fchollet]

Keras Tuner is a new hyperparameter optimization framework for Keras models, made at Google, with a hosted service for visualization & analysis. You can sign up now!

[Yuan Niu @niugler]

Woohoo! Go @elie!

[Suzana Ilić @suzatweet]

Awesome! Keras Tuner #io19

[TensorFlow @TensorFlow]

This talk highlights 4 awesome projects from the last year: from Hyperparameter Tuning with Keras Tuner to Probabilistic Programming to being able to rank your data with learned ranking techniques and TF-Ranking.

Watch the #io19 session to learn more → https://t.co/5RVgQJtPDi

[Jeff Dean @JeffDean]

Exciting new work from Google's Safety and Security teams:

(1) Password Checkup, a Chrome extension that helps protect your accounts from third party data breaches
(2) Cross Account Protection, to help other organizations also keep your accounts safe

https://t.co/CLRShWW5qq

[Sundar Pichai @sundarpichai]

Today, we’re introducing two new updates that will help keep your data secure: Password Checkup, a Chrome extension that helps protect your accounts from third party data breaches, and a new feature called Cross Account Protection #saferinternetday
https://t.co/L4JSztM69Q