Membership Inference Attacks by Exploiting Loss Trajectory
Authors: Yiyong Liu, Zhengyu Zhao, Michael Backes, Yang Zhang | Published: 2022-08-31
Model Architecture
Reducing Certified Regression to Certified Classification for General Poisoning Attacks
Authors: Zayd Hammoudeh, Daniel Lowd | Published: 2022-08-29 | Updated: 2022-12-29
Security and Safety Aspects of AI in Industry Applications
Authors: Hans Dermot Doran | Published: 2022-07-16
Convolutional Neural Networks for Image Spam Detection
Authors: Tazmina Sharmin, Fabio Di Troia, Katerina Potika, Mark Stamp | Published: 2022-04-02
Dynamic Backdoors with Global Average Pooling
Authors: Stefanos Koffas, Stjepan Picek, Mauro Conti | Published: 2022-03-04
A Method Based on Deep Learning for the Detection and Characterization of Cybersecurity Incidents in Internet of Things Devices
Authors: Jhon Alexánder Parra, Sergio Armando Gutiérrez, John Willian Branch | Published: 2022-03-01
Beyond Gradients: Exploiting Adversarial Priors in Model Inversion Attacks
Authors: Dmitrii Usynin, Daniel Rueckert, Georgios Kaissis | Published: 2022-03-01
Sisyphus: A Cautionary Tale of Using Low-Degree Polynomial Activations in Privacy-Preserving Deep Learning
Authors: Karthik Garimella, Nandan Kumar Jha, Brandon Reagen | Published: 2021-07-26 | Updated: 2021-11-02
The Influence of Dropout on Membership Inference in Differentially Private Models
Authors: Erick Galinkin | Published: 2021-03-16
Explaining Network Intrusion Detection System Using Explainable AI Framework
Authors: Shraddha Mane, Dattaraj Rao | Published: 2021-03-12