Xiaoyong (Brian) Yuan

Assistant Professor @clemson ECE | PhD @UFCISE | interested in deep learning, security & privacy | currently working on trustworthy machine learning.

[Xiaoyong (Brian) Yuan @chbrian77]

@fabriciojoc @GeorgiaTech @szonouz Congratulations!!

[Maksym Andriushchenko @ ICML 🇰🇷 @maksym_andr]

Adversarial examples don’t always have to be imperceptible 🥲

[Royal Hansen @royalhansen]

As AI adoption continues to grow, it’s clear we need industry security standards so it is safe for everyone. At @Google we’re excited to introduce our Secure AI Framework (SAIF) designed to raise the security bar and reduce risk, together as an industry
https://t.co/313B3uy4tc

[Xiaoyong (Brian) Yuan @chbrian77]

@dseabraoliveira Congratulations!!!

[Xiaoyong (Brian) Yuan @chbrian77]

The deadline for IEEE Network, Special Issue: Advanced Networking and Applications for Metaverse and Web 3.0 has been extended to June 25. Please consider to submit your paper. Your contributions are highly appreciated!

https://t.co/exXKhP6mOn

[Xiaoyong (Brian) Yuan @chbrian77]

@MarcusBotacin @IEEESSP @wootsecurity Marcus, I will be attending IEEE S&P. Look forward to seeing you there!

[Xiaoyong (Brian) Yuan @chbrian77]

@MarcusBotacin @TAMUEngineering Congratulations, Marcus!

[College of Computing @mtu_computing]

Brian Yuan, AC and CS, has received the 2022 ORAU Ralph E. Powe Junior Faculty Enhancement Award in Mathematics/Computer Sciences. Congratulations, Brian! https://t.co/rLqfWojBoA

@michigantech @orau #michigantech #computing #computerscience #appliedcomputing

[College of Computing @mtu_computing]

Brian Yuan (CS) is the PI of a $500K National Science Foundation grant titled, “CNS Core: Small: Privacy-Preserving On-Device Intelligence in the IoT Era.” Congratulations, Brian! https://t.co/60Edr1TbIn

@michigantech @NSF #michigantech #computing #computerscience

[Xiaoyong (Brian) Yuan @chbrian77]

@kevinrbbutler @NSF @UF @iu @UW Congratulations!

[Xiaoyong (Brian) Yuan @chbrian77]

@ECEflorida @dseabraoliveira @NSF Congratulations, @dseabraoliveira!!

[Frontiers in Signal Processing @FrontSignalPro]

New Research Topic in @FrontSignalPro - showcasing the work of Early Career Researchers across the entire breadth of #ImageProcessing

Led by Shiba Kuanar (@ShibaPrasadUTA), Xiaoyong Yuan (@chbrian77) & Pan He

Read more here > https://t.co/Cz2lkyC7e5

[Xiaoyong (Brian) Yuan @chbrian77]

@gracesrm @FIU Big Congrats!

[Xiaoyong (Brian) Yuan @chbrian77]

We also propose a new defense mechanism to protect the pruning process by mitigating the prediction divergence.

[Xiaoyong (Brian) Yuan @chbrian77]

Super excited to share our paper "Membership Inference Attacks and Defenses in Neural Network Pruning" accepted at @USENIXSecurity 2022.

Extended version: https://t.co/R3mW2n7FVa
Code: https://t.co/Oz0QDVVq3w

[Xiaoyong (Brian) Yuan @chbrian77]

We observe that neural network pruning disproportionately affects the pruned model's behavior for members and non-members. The increased privacy risk of pruned models is demonstrated based on our proposed membership inference attack.

[MIT CSAIL @MIT_CSAIL]

Python debugging cheat sheet.

@HaroldSinnott @SourabhSKatoch

[Xiaoyong (Brian) Yuan @chbrian77]

@MarcusBotacin @theladyofgeek @leylabilge1 @abedgregio @pgeus @fabriciojoc @dseabraoliveira @SECRET_UFPR Congratulations @MarcusBotacin!!

[MIT CSAIL @MIT_CSAIL]

9 key CS topics - and the best book and video for learning each of them: https://t.co/i6qNiDQPpT (credit @BradfieldCS)

[Xiaoyong (Brian) Yuan @chbrian77]

We introduced Propedeutica, a framework for efficient and effective real-time malware detection, leveraging the best of conventional machine learning and deep learning techniques. Thanks, @gracesrm @abedgregio @dseabraoliveira @andyli_uf

[Xiaoyong (Brian) Yuan @chbrian77]

I am happy to share that our paper "Learning Fast and Slow: Propedeutica for Real-Time Malware Detection" has been published in IEEE Transactions on Neural Networks and Learning Systems (TNNLS). https://t.co/U0B8PPVQGI