A General Framework for Evaluating Robustness of Combinatorial Optimization Solvers on Graphs
Authors: Han Lu, Zenan Li, Runzhong Wang, Qibing Ren, Junchi Yan, Xiaokang Yang | Published: 2021-12-28 | Updated: 2022-06-04
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Blockchain Meets AI for Resilient and Intelligent Internet of Vehicles
Authors: Pranav Kumar Singh, Sukumar Nandi, Sunit K. Nandi, Uttam Ghosh, Danda B. Rawat | Published: 2021-12-28
PORTFILER: Port-Level Network Profiling for Self-Propagating Malware Detection
Authors: Talha Ongun, Oliver Spohngellert, Benjamin Miller, Simona Boboila, Alina Oprea, Tina Eliassi-Rad, Jason Hiser, Alastair Nottingham, Jack Davidson, Malathi Veeraraghavan | Published: 2021-12-27 | Updated: 2022-05-24
MSeg: A Composite Dataset for Multi-domain Semantic Segmentation
Authors: John Lambert, Zhuang Liu, Ozan Sener, James Hays, Vladlen Koltun | Published: 2021-12-27
Differentially-Private Sublinear-Time Clustering
Authors: Jeremiah Blocki, Elena Grigorescu, Tamalika Mukherjee | Published: 2021-12-27
MPCLeague: Robust MPC Platform for Privacy-Preserving Machine Learning
Authors: Ajith Suresh | Published: 2021-12-26
SoK: A Study of the Security on Voice Processing Systems
Authors: Robert Chang, Logan Kuo, Arthur Liu, Nader Sehatbakhsh | Published: 2021-12-24
DP-UTIL: Comprehensive Utility Analysis of Differential Privacy in Machine Learning
Authors: Ismat Jarin, Birhanu Eshete | Published: 2021-12-24
Parameter identifiability of a deep feedforward ReLU neural network
Authors: Joachim Bona-Pellissier, François Bachoc, François Malgouyres | Published: 2021-12-24 | Updated: 2023-05-12
EIFFeL: Ensuring Integrity for Federated Learning
Authors: Amrita Roy Chowdhury, Chuan Guo, Somesh Jha, Laurens van der Maaten | Published: 2021-12-23 | Updated: 2022-09-12