Gauri Pradhan

Doctoral Researcher @ UH
Trustworthy ML, Privacy- Preservation in ML

[Gauri Pradhan @imGauriPradhan]

I was confounded by the paper at first. It baffled me that no model was being used for MI. But then, we need to fight falling down exactly this very rabbit hole that MIAs on ML models need access to the said models.

[Daniel Paleka @dpaleka]

The state of the ML research field: Eight different benchmarks used in membership inference are beaten by not looking at the model at all.

[Gauri Pradhan @imGauriPradhan]

To the point and insightful. Nicholas Carlini knows how to boost the confidence of researchers working on privacy attacks.
https://t.co/NPYzlYgwXB

[Gauri Pradhan @imGauriPradhan]

For those beginning their research careers in differential privacy, this blog post ought to be a MUST READ:
https://t.co/BWUPaoUAhf
Thanks, Damien Desfontaines from @TumultLabs for such a cogent article.

[Gauri Pradhan @imGauriPradhan]

This should provoke introspection from those pursuing #PhD with the aim of being a professor/lecturer someday. https://t.co/dEQMP86J6A

[Gauri Pradhan @imGauriPradhan]

I guess I find the pragmatic school of thought most palatable, aka knowledge ought to be actionable.
https://t.co/TGbytPFT2N

[Gauri Pradhan @imGauriPradhan]

@AliShahinShams1 @brave Hi Ali,
I am interested in this opportunity since privacy in ML is the focus of my thesis but I've no prior track record of publishing in ML venues so I'm unsure whether I qualify for the position.

[Gauri Pradhan @imGauriPradhan]

@PNCBank_Help Hi, I wish to close my PNC account. May I know what's the process for it? I am not in the US so it'll be great if the closing could be done virtually.

[Gauri Pradhan @imGauriPradhan]

@NicolasPapernot it would be great for outreach if interested parties (without adequate funding for intercontinental travel) could attend the event virtually? It'll be great for novice researchers with little or no experience attending a conf (like me, so a personal request too).

[Melanie Mitchell @MelMitchell1]

Article in Nature today on the question of how to assess AI systems, including some recent work by myself and my collaborators!

https://t.co/23Cl8uS6ug

[Gauri Pradhan @imGauriPradhan]

Thanks @MelMitchell1 for your efforts condensing such a sensitive topic to this one article.

[Melanie Mitchell @MelMitchell1]

How do we know how smart AI systems are? | Science https://t.co/nKxbkJKfzo

[Gauri Pradhan @imGauriPradhan]

@PET_Symposium 5. Losing Less: A Loss for Differentially Private Deep Learning https://t.co/Ziu014CXqM
6. MIAShield: Defending Membership Inference Attacks via Preemptive Exclusion of Members https://t.co/zKQ45hPH51

[Gauri Pradhan @imGauriPradhan]

(Opinion) Papers that I found interesting @PET_Symposium
1. On the Privacy Risks of Deploying Recurrent Neural Networks in ML Models https://t.co/L14vYRNdCc
2. Lessons Learned: Surveying the Practicality of Differential Privacy in the Industry https://t.co/quhZ2r0RMy

[Gauri Pradhan @imGauriPradhan]

@PET_Symposium 3. SoK: Membership Inference is Harder Than we Previously Thought https://t.co/TM8jmVSDSN
4. How to Combine Membership-Inference Attacks on Multiple Updated Machine Learning Models https://t.co/2PspeEn7it

[Gauri Pradhan @imGauriPradhan]

Europe needs more such initiatives to manage its HR deficit in the STEM sector.

[EITCI Institute @EITCI]

Europe needs AI experts.

The EITCA/AI Academy attests comprehensive AI & ML skills under the European IT Certification framework.

It consists of 12 subsidized EITC Certificates incl. ML in Python, TensorFlow, Cloud AI, Deep Neural Networks.

Learn more: https://t.co/2632QB7qUk

[Gauri Pradhan @imGauriPradhan]

@PNCBank_Help I was asked to fill a W9 form even though I went to a branch to register my SSN as TIN before I received the w9 in my mail. Do I still need to fill the document?

[Gauri Pradhan @imGauriPradhan]

@PNCBank_Help Hi! I bought 3 checks recently from the counter and all of them have the check number 0000. I need the check no. to report the agency which will be receiving it. Is it okay if I tell them the check no. is 0000?

[Gauri Pradhan @imGauriPradhan]

@PNCBank_Help Hi! I am a Virtual Wallet Account Holder and I wanted to know if I can get my salary (payable in Euros) deposited to my PNC Account for the period in which I will be working in Finland?

[Gauri Pradhan @imGauriPradhan]

That's my new wallpaper:

[FIFA World Cup @FIFAWorldCup]

The moment he's dreamed about 🏆

[Gauri Pradhan @imGauriPradhan]

For people like me, for whom Messi was synonymous with Argentina throughout my life, this victory is vindication of our faith! #ArgentinaVsFrance #FIFAWorldCup

[FIFA World Cup @FIFAWorldCup]

ARGENTINA ARE WORLD CHAMPIONS!! 🇦🇷

#FIFAWorldCup | #Qatar2022