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Pages

Posts

Future Blog Post

less than 1 minute read

Published:

This post will show up by default. To disable scheduling of future posts, edit config.yml and set future: false.

Blog Post number 4

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Blog Post number 3

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Blog Post number 2

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Blog Post number 1

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

portfolio

publications

Data-Independent Memory Hard Functions: New Attacks and Stronger Constructions

Published in 39th Annual International Cryptology Conference (CRYPTO), 2019

We proposed a Data-Independent Memory Hard Functions and showed that it provides the best resistance to known pebbling attacks

Recommended citation: Blocki, J., Harsha, B., Kang, S., Lee, S., Xing, L., & Zhou, S. (2019, August). Data-independent memory hard functions: New attacks and stronger constructions. In Annual International Cryptology Conference (pp. 573-607). Cham: Springer International Publishing. https://eprint.iacr.org/2018/944.pdf

Poisoning Generative Replay in Continual Learning to Promote Forgetting

Published in 40th International Conference on Machine Learning (ICML), 2023

We proposed a data poisoning attack on generative models in the context of replay based continual learning.

Recommended citation: Kang, S., Shi, Z., & Zhang, X. (2023, July). Poisoning generative replay in continual learning to promote forgetting. In International Conference on Machine Learning (pp. 15769-15785). PMLR. https://proceedings.mlr.press/v202/kang23c/kang23c.pdf

Offline Reward Perturbation Boosts Distributional Shift in Online RL

Published in 40th Conference on Uncertainty in Artificial Intelligence (UAI), 2024

We proposed a data poisoning attack on offline to online reinforcement learning to stealthily promote distribution shift.

Recommended citation: Yu, Z.*, Kang, S.*, & Zhang, X. (*equal contribution). (2024, July). Offline Reward Perturbation Boosts Distributional Shift in Online RL. In The 40th Conference on Uncertainty in Artificial Intelligence. https://openreview.net/pdf?id=wbwTF909Ve

talks

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

Teaching experience 2

Workshop, University 1, Department, 2015

This is a description of a teaching experience. You can use markdown like any other post.