Bandwidth Utilization Side-Channel on ML Inference Accelerators
Authors: Sarbartha Banerjee, Shijia Wei, Prakash Ramrakhyani, Mohit Tiwari | Published: 2021-10-14
Machine Learning Algorithm
Not all noise is accounted equally: How differentially private learning benefits from large sampling rates
Authors: Friedrich Dörmann, Osvald Frisk, Lars Nørvang Andersen, Christian Fischer Pedersen | Published: 2021-10-12
Sharing FANCI Features: A Privacy Analysis of Feature Extraction for DGA Detection
Authors: Benedikt Holmes, Arthur Drichel, Ulrike Meyer | Published: 2021-10-12
Derivative-free Alternating Projection Algorithms for General Nonconvex-Concave Minimax Problems
Authors: Zi Xu, Ziqi Wang, Jingjing Shen, Yuhong Dai | Published: 2021-08-01 | Updated: 2024-01-25
Synthetic flow-based cryptomining attack generation through Generative Adversarial Networks
Authors: Alberto Mozo, Ángel González-Prieto, Antonio Pastor, Sandra Gómez-Canaval, Edgar Talavera | Published: 2021-07-30
Unveiling the potential of Graph Neural Networks for robust Intrusion Detection
Authors: David Pujol-Perich, José Suárez-Varela, Albert Cabellos-Aparicio, Pere Barlet-Ros | Published: 2021-07-30
Who’s Afraid of Thomas Bayes?
Authors: Erick Galinkin | Published: 2021-07-30
Blind Faith: Privacy-Preserving Machine Learning using Function Approximation
Authors: Tanveer Khan, Alexandros Bakas, Antonis Michalas | Published: 2021-07-29
PiBase: An IoT-based Security System using Raspberry Pi and Google Firebase
Authors: Venkat Margapuri, Niketa Penumajji, Mitchell Neilsen | Published: 2021-07-29
Poisoning the Search Space in Neural Architecture Search
Authors: Robert Wu, Nayan Saxena, Rohan Jain | Published: 2021-06-28