An Embarrassingly Simple Backdoor Attack on Self-supervised Learning
Authors: Changjiang Li, Ren Pang, Zhaohan Xi, Tianyu Du, Shouling Ji, Yuan Yao, Ting Wang | Published: 2022-10-13 | Updated: 2023-08-14
DE-FAKE: Detection and Attribution of Fake Images Generated by Text-to-Image Generation Models
Authors: Zeyang Sha, Zheng Li, Ning Yu, Yang Zhang | Published: 2022-10-13 | Updated: 2023-01-09
Federated Learning for Tabular Data: Exploring Potential Risk to Privacy
Authors: Han Wu, Zilong Zhao, Lydia Y. Chen, Aad van Moorsel | Published: 2022-10-13
COLLIDER: A Robust Training Framework for Backdoor Data
Authors: Hadi M. Dolatabadi, Sarah Erfani, Christopher Leckie | Published: 2022-10-13
Anomaly Detection via Federated Learning
Authors: Marc Vucovich, Amogh Tarcar, Penjo Rebelo, Narendra Gade, Ruchi Porwal, Abdul Rahman, Christopher Redino, Kevin Choi, Dhruv Nandakumar, Robert Schiller, Edward Bowen, Alex West, Sanmitra Bhattacharya, Balaji Veeramani | Published: 2022-10-12
BLADERUNNER: Rapid Countermeasure for Synthetic (AI-Generated) StyleGAN Faces
Authors: Adam Dorian Wong | Published: 2022-10-12 | Updated: 2022-10-28
Detecting Hidden Attackers in Photovoltaic Systems Using Machine Learning
Authors: Suman Sourav, Partha P. Biswas, Binbin Chen, Daisuke Mashima | Published: 2022-10-11
Boosting Adversarial Robustness From The Perspective of Effective Margin Regularization
Authors: Ziquan Liu, Antoni B. Chan | Published: 2022-10-11
Do you pay for Privacy in Online learning?
Authors: Amartya Sanyal, Giorgia Ramponi | Published: 2022-10-10
Demystifying Quantum Blockchain for Healthcare
Authors: Keshav Kaushik, Adarsh Kumar | Published: 2022-10-07