Adaptive Retraining Mechanism

Blockchain-enabled Trustworthy Federated Unlearning

Authors: Yijing Lin, Zhipeng Gao, Hongyang Du, Jinke Ren, Zhiqiang Xie, Dusit Niyato | Published: 2024-01-29
Watermarking
Federated Learning
Adaptive Retraining Mechanism

Towards Adversarial Purification using Denoising AutoEncoders

Authors: Dvij Kalaria, Aritra Hazra, Partha Pratim Chakrabarti | Published: 2022-08-29
DNN IP Protection Method
Watermarking
Adaptive Retraining Mechanism

Adaptive Hybrid Heterogeneous IDS for 6LoWPAN

Authors: Aryan Mohammadi Pasikhani, John A Clark, Prosanta Gope | Published: 2022-05-18
Online Decision Making
Attack Detection
Adaptive Retraining Mechanism

Revisiting IoT Device Identification

Authors: Roman Kolcun, Diana Andreea Popescu, Vadim Safronov, Poonam Yadav, Anna Maria Mandalari, Richard Mortier, Hamed Haddadi | Published: 2021-07-16
User Behavior Analysis
Machine Learning Method
Adaptive Retraining Mechanism

Prive-HD: Privacy-Preserved Hyperdimensional Computing

Authors: Behnam Khaleghi, Mohsen Imani, Tajana Rosing | Published: 2020-05-14
Privacy Leakage
Computational Efficiency
Adaptive Retraining Mechanism

Machine Unlearning

Authors: Lucas Bourtoule, Varun Chandrasekaran, Christopher A. Choquette-Choo, Hengrui Jia, Adelin Travers, Baiwu Zhang, David Lie, Nicolas Papernot | Published: 2019-12-09 | Updated: 2020-12-15
Privacy Protection
Fundamentals of Machine Learning
Adaptive Retraining Mechanism

The Curious Case of Machine Learning In Malware Detection

Authors: Sherif Saad, William Briguglio, Haytham Elmiligi | Published: 2019-05-18
Malware Detection Method
Information Security
Adaptive Retraining Mechanism