Attribution of Gradient Based Adversarial Attacks for Reverse Engineering of Deceptions
Authors: Michael Goebel, Jason Bunk, Srinjoy Chattopadhyay, Lakshmanan Nataraj, Shivkumar Chandrasekaran, B. S. Manjunath | Published: 2021-03-19
LSDAT: Low-Rank and Sparse Decomposition for Decision-based Adversarial Attack
Authors: Ashkan Esmaeili, Marzieh Edraki, Nazanin Rahnavard, Mubarak Shah, Ajmal Mian | Published: 2021-03-19 | Updated: 2021-03-22
An Experiment Study on Federated LearningTestbed
Authors: Cheng Shen, Wanli Xue | Published: 2021-03-19
Resilient Cooperative Adaptive Cruise Control for Autonomous Vehicles Using Machine Learning
Authors: Srivalli Boddupalli, Akash Someshwar Rao, Sandip Ray | Published: 2021-03-18
Towards Few-Shot Fact-Checking via Perplexity
Authors: Nayeon Lee, Yejin Bang, Andrea Madotto, Madian Khabsa, Pascale Fung | Published: 2021-03-17
The Influence of Dropout on Membership Inference in Differentially Private Models
Authors: Erick Galinkin | Published: 2021-03-16
DDUO: General-Purpose Dynamic Analysis for Differential Privacy
Authors: Chike Abuah, Alex Silence, David Darais, Joe Near | Published: 2021-03-16
Modeling Multivariate Cyber Risks: Deep Learning Dating Extreme Value Theory
Authors: Mingyue Zhang Wu, Jinzhu Luo, Xing Fang, Maochao Xu, Peng Zhao | Published: 2021-03-15
Quantum federated learning through blind quantum computing
Authors: Weikang Li, Sirui Lu, Dong-Ling Deng | Published: 2021-03-15 | Updated: 2021-09-02
Simeon — Secure Federated Machine Learning Through Iterative Filtering
Authors: Nicholas Malecki, Hye-young Paik, Aleksandar Ignjatovic, Alan Blair, Elisa Bertino | Published: 2021-03-13