Privacy engineering @OpenAI. Interested in security, privacy, artificial intelligence, and biologically-inspired computing.
SF Bay Area
Joined April 2012
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Career update: I joined @OpenAI. My focus will be on data privacy engineering. I'm really looking forward to new the collaborations and challenges that lie ahead.
Vinnie Monaco retweeted
Check out our new ICML paper "Linear Adversarial Concept Erasure"! A joint work with Michael Twiton, @yoavgo and @ryandcotterell (started when visiting Ryan's awesome group in ETH Zurich!)
(1/10)
arxiv.org/pdf/2201.12091.pdf
Vinnie Monaco retweeted
We announce that the AISec workshop, co-located with @acm_ccs, will be held in a hybrid format (in-person + online).
Deadline: June 24.
Website: aisec.cc
#MLsec #MachineLearning #AI #adversarial @adversarial_ML #malware @trustworthy_ml @RedTeamVillage_
The CFP of the 15th ACM workshop on Artificial Intelligence and Security (AISec), co-located with @acm_ccs, is out!
Deadline: June 24.
Website: aisec.cc/
#MLsec #MachineLearning #AI #adversarial @adversarial_ML #malware @trustworthy_ml @RedTeamVillage_
ALT Website of the 15th ACM workshop on Artificial Intelligence and Security.
Vinnie Monaco retweeted
A new study finds 3,000 websites on which third-party tracking companies scoop up what you type into forms in real time — even if you never hit submit. This happens on about 1,800 websites for E.U. users too, likely in violation of the GDPR. wired.com/story/leaky-forms-…
Vinnie Monaco retweeted
In our @IEEESP 2022 paper #NoiseSDR, @aurelsec and I build a software-defined radio transmitter out of unprivileged software and electromagnetic noise, with applications in exfiltration, tracking and injection in other receivers.
s3.eurecom.fr/docs/oakland22…
github.com/eurecom-s3/noise-…
Vinnie Monaco retweeted
A debate on the topic of neuromorphic computing,
On the pro side: @boahen_k and Ralph Etienne-Cummings.
On the not-so-pro side: Bill Dally and yours truly.
March 7.
@ylecun will attempt to convince @boahen_k & Ralph Etienne-Cummings, where he believes the future of neural computing lies.
Watch the debate live FREE on the 7th March.
Save your place today: ow.ly/qVFo50I0iMa
#DeepLearning #NeuralNetworks #Computation #Engineering
Vinnie Monaco retweeted
Proud to present this short report on the outcomes of and learnings from #NetHackChallenge21, held at @NeurIPSConf. Did DeepRL win the day, or did symbolic challengers surprise us all? What do the results tell us about next steps for AI? Read to find out!
nethackchallenge.com/report.…
Vinnie Monaco retweeted
Congratulations to @yuxiwu her for #SP22 (Oakland) paper acceptance!
We systematized extant human-centered work on #social #cybersecurity — i.e., work exploring S&P behaviors and threats in an ecosystem of inter-connectedness and influence.
Pre-print: sauvikdas.com/papers/36/serv…
I was drawn by the prospect of my work having an immediate impact, continuing to focus on the problems I enjoy, and most important, an awesome team.
Vinnie Monaco retweeted
In our new @IEEESSP 2022 paper, we measured the use of email encryption on a large longitudinal field data set (@Ch_Stransky, Oliver Wiese, Volker Roth and @yazz_acar). Our data set spans 27 years, 37k users and 81m emails.
Vinnie Monaco retweeted
ML in Cyber can have crazy constraints, like FPR < 0.001%, but how do you build your model to satisfy this? Surprisingly a lot of errors and little work studying low FP. Paper with @AndreNguyen16 @cknicholas starts to look at this problem! @IJCAIconf arxiv.org/abs/2108.04081
Time-based device fingerprinting demo, including some of the techniques in my upcoming @IEEESSP paper:
vmonaco.com/device-fingerpri…
This does incremental PSD and fundamental frequency estimation from DOM event times. Work in progress. Source/issues here: github.com/vmonaco/device-fi…
The browser event loop typically runs at 60Hz, trying to match screen refresh rate. But the exact Hz differs slightly between machines.