Teodora Baluta
@teobaluta
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Assistant Prof. @GaTechCyber | CS PhD @NUSComputing | Rigorous Security Analyses for ML Systems. Learnability of Analyses Rules. * Reach out, I am recruiting! *
Atlanta, United States
Joined July 2018
RT @jonrlindsay: Say you are interested in doing doctrinal research on the politics, economics, or psychology of cybersecurity. Would you r….
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I am recruiting PhD students!🐝 If you are interested in ML security and privacy, intersected with formal methods and rigorous frameworks, drop me an email!.Retweets are greatly appreciated! 🙏.
We're thrilled to welcome Teodora Baluta, SCP's new assistant professor! Teodora focuses her research on securing generative #AI systems by analyzing the algorithms and datasets behind them to prevent data misuse or theft. Read more about her here:
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Please reach out if you want to work with me! More to come soon!.
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I'm really grateful to everyone who took the time to advise and mentor me along the (long) way from @NUSComputing till here!!. It really takes a village (or, kampong). 🛖.
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Super stoked to announce I will be joining @GaTechCyber as an assistant professor this Fall! It was a really warm welcome from the faculty and staff at SCP, thank you!.
Speaking of Teodora Baluta! We just got off phone with her! Cannot wait for her to join us here in Atlanta! 1/2
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PhD done! Extremely grateful to my advisors, @prateekatcs and @ksmeel, for their unwavering support, and their contagious excitement about research!. Special thanks to my thesis committee @abhatt2 and @rzshokri for their feedback, and department rep. @jiahengzhang96!.
And that's PhD Graduate #3. Congratulations Dr. @teobaluta (co-advised with my amazing colleague and mentor, Prateek Saxena). She is headed for tenure-track position in US (I won't steal her moment, so please wait for her announcement!).
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RT @0xFanZhang: anyone want a free registration for @acm_ccs ? Denmark visa delayed and @acm_ccs doesn't allow refund. But, they are kind….
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I'm attending OOPSLA in Cascais, Portugal where @bo_wang_ will be presenting our work on customizable code translation!. . Happy to chat if you are around! @splashcon
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RT @mathur_umang: At @NUSComputing we are hosting a 3 day workshop on topics in Consensus, Concurrency and Cryptography, to get students ex….
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Last day! If you are still around @acm_ccs do check out @rzshokri's cool tutorial on membership inference attacks! Find out about the strongest attacks in their latest paper @jiayuan_ye_
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Figure out if your mic 🎤 is listening to you with TickTock! @soundarya05 it was awesome listening to your interesting talk @acm_ccs!.Paper
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Can you get a good utility-privacy tradeoff when you want to learn graph neural networks and keep the edges private? @aashishkolluri6 gave a great talk @acm_ccs about LPGNet, a new graph architecture that achieves it. Check out our paper on arxiv!
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Chuqi @ChuqiZhang99 gave a really nice talk about provenance analysis @acm_ccs do check out their paper @JunZeng1996
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Aaand done, thanks to my amazing collaborators Shiqi Shen, Hitarth S., @shrutitople and @prateekatcs! I'm around @acm_ccs, so let me know if you want to chat about ML security and privacy!.
Great talk by @teobaluta on our work on systematically identifying causes of membership inference attacks in machine learning models @acm_ccs. Check out the paper ‘Membership inference attacks and Generalization: A causal perspective’ here:
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First keynote of CCS'22: Patrick McDaniel gave a very inspiring talk about security's role in sustainability! @acm_ccs
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RT @RiggerManuel: Please retweet! The National University of Singapore is hiring in Software Engineering. We have open tenure-track (https:….
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Awesome, congrats @GoliaPriyanka 🤩.
Proud Ph.D. advisor moment. Congratulations Priyanka Golia (@GoliaPriyanka) for being selected as a 2022 rising star. (. Priyanka will be on the academic job market this upcoming job season.
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