The mailman list for the reading group is “ml-security”. To subscribe, visit:
https://engineering.purdue.edu/ECN/mailman/listinfo/ml-security
For Fall 2022, we will be meeting on Wednesdays 12:30-1:30.
| Date | Presenter | Topic | Notes |
|---|---|---|---|
| Aug 31 | Josh Z | Own Work | |
| Sep 7, 14 | Atul | Security in decentralized learning | He, Lie, Sai Praneeth Karimireddy, and Martin Jaggi. "Byzantine-robust decentralized learning via self-centered clipping." arXiv preprint arXiv:2202.01545 (2022). [2nd paper] |
| Sep 21 | Ruqi | Own Work | |
| Sep 28, Oct 5 | Azam | Fault tolerance in serverless computing | Zhang, H., Cardoza, A., Chen, P.B., Angel, S. and Liu, V., 2020. Fault-tolerant and transactional stateful serverless workflows. In 14th USENIX Symposium on Operating Systems Design and Implementation (OSDI 20) (pp. 1187-1204). [2nd paper] |
| Oct 12 | Jay | Own Work | |
| Oct 19, 26 | TBD | Distributed protocols on low-powered devices | Fu, Xinwei, Talha Ghaffar, James C. Davis, and Dongyoon Lee. "{EdgeWise}: A Better Stream Processing Engine for the Edge." In 2019 USENIX Annual Technical Conference (USENIX ATC 19), pp. 929-946. 2019. [2nd paper] |
| Nov 2 | Pengcheng | Own Work | |
| Nov 9, 16 | Preeti | Robust Neural Architecture Search (NAS) | Mok, Jisoo, Byunggook Na, Hyeokjun Choe, and Sungroh Yoon. "AdvRush: Searching for Adversarially Robust Neural Architectures." In Proceedings of the IEEE/CVF International Conference on Computer Vision, pp. 12322-12332. 2021. [2nd paper] |
| Nov 23 | TBD | Own Work | |
| Nov 30, Dec 7 | Ahaan | Multi-device IoT security | J. Chen, W. Diao, Q. Zhao, C. Zuo, Z. Lin, X. Wang, W. C. Lau, M. Sun, R. Yang, and K. Zhang, “Iotfuzzer: Discovering memory corruptions in iot through app-based fuzzing,” in Proc. of the ISOC Network and Distributed System Security Symposium (NDSS), 2018. [2nd paper] |
History of DCSL Reading group
2016-21, 2015, 2014, 2013, 2012, 2010, 2009, 2008, 2007, 2006, 2005, 2004, 2003, 2002