|
DSML Workshop
| Poisoning Attacks via Generative Adversarial Text to Image Synthesis |
|
Keshav Kasichainula (University Of Houston)
Hadi Mansourifar (University Of
Houston)
Weidong Shi (University Of Houston) |
| An Approach for Peer-to-Peer Federated Learning |
|
Tobias Wink (Karlsruhe University of Applied Sciences)
Zoltan Nochta (Karlsruhe
University of Applied Sciences) |
| Fault-Tolerant Low-Precision DNNs using Explainable AI |
|
Muhammad Sabih (Friedrich-Alexander University Erlangen-Nürnberg (FAU),
Germany)
Frank Hannig (Friedrich-Alexander University Erlangen-Nürnberg
(FAU), Germany)
Jürgen Teich (Friedrich-Alexander University Erlangen-Nürnberg
(FAU), Germany) |
| Byzantine Fault-Tolerant Distributed Machine Learning with Norm-Based Comparative Gradient Elimination |
|
Nirupam Gupta (EPFL)
Shuo Liu (Georgetown University)
Nitin
Vaidya(Georgetown University) |
| Detecting Deep Neural Network Defects with Data Flow Analysis |
|
Jiazhen Gu (School of Computer Science, Fudan University, Shanghai Key
Laboratory of Intelligent Information Processing)
Huanlin Xv (School of Computer
Science, Fudan University, Shanghai Key Laboratory of Intelligent Information
Processing)
Haochuan Lu (School of Computer Science, Fudan University,
Shanghai Key Laboratory of Intelligent Information Processing)
Yangfan Zhou (School of Computer Science, Fudan University, Shanghai Key Laboratory of
Intelligent Information Processing)
Xin Wang (School of Computer Science,
Fudan University, Shanghai Key Laboratory of Intelligent Information Processing) |
| A Queueing Analysis of Multi-model Multi-input Machine Learning Systems |
|
Yuta Makino (Department of Policy and Planning Sciences)
Tuan PhungDuc (Department of Policy and Planning Sciences)
Fumio Machida (Department
of Computer Science) |
| RADICS: Runtime Assurance of Distributed Intelligent Control Systems |
|
Brian Wheatman (Johns Hopkins University)
Jerry Chen (Johns Hopkins
University)
Tamim Sookoor (Johns Hopkins Applied Physics Lab)
Yair Amir (Johns
Hopkins University) |
|
