End-to-end anti-spoofing with RawNet2
Authors: Hemlata Tak, Jose Patino, Massimiliano Todisco, Andreas Nautsch, Nicholas Evans, Anthony Larcher | Published: 2020-11-02 | Updated: 2021-12-16
On No-Sensing Adversarial Multi-player Multi-armed Bandits with Collision Communications
Authors: Chengshuai Shi, Cong Shen | Published: 2020-11-02 | Updated: 2021-04-24
Differentially Private ADMM Algorithms for Machine Learning
Authors: Tao Xu, Fanhua Shang, Yuanyuan Liu, Hongying Liu, Longjie Shen, Maoguo Gong | Published: 2020-10-31
Being Single Has Benefits. Instance Poisoning to Deceive Malware Classifiers
Authors: Tzvika Shapira, David Berend, Ishai Rosenberg, Yang Liu, Asaf Shabtai, Yuval Elovici | Published: 2020-10-30
Differential Privacy and Natural Language Processing to Generate Contextually Similar Decoy Messages in Honey Encryption Scheme
Authors: Kunjal Panchal | Published: 2020-10-29
CURE: A Security Architecture with CUstomizable and Resilient Enclaves
Authors: Raad Bahmani, Ferdinand Brasser, Ghada Dessouky, Patrick Jauernig, Matthias Klimmek, Ahmad-Reza Sadeghi, Emmanuel Stapf | Published: 2020-10-29
Reliable Graph Neural Networks via Robust Aggregation
Authors: Simon Geisler, Daniel Zügner, Stephan Günnemann | Published: 2020-10-29
Evaluating Robustness of Predictive Uncertainty Estimation: Are Dirichlet-based Models Reliable?
Authors: Anna-Kathrin Kopetzki, Bertrand Charpentier, Daniel Zügner, Sandhya Giri, Stephan Günnemann | Published: 2020-10-28 | Updated: 2021-06-11
Generalized Insider Attack Detection Implementation using NetFlow Data
Authors: Yash Samtani, Jesse Elwell | Published: 2020-10-27
FaceLeaks: Inference Attacks against Transfer Learning Models via Black-box Queries
Authors: Seng Pei Liew, Tsubasa Takahashi | Published: 2020-10-27