文献データベース

Cryptocurrency Valuation: An Explainable AI Approach

Authors: Yulin Liu, Luyao Zhang | Published: 2022-01-30 | Updated: 2023-07-08
トークン収集手法
評価指標
金融インテリジェンス

Transfer Learning In Differential Privacy’s Hybrid-Model

Authors: Refael Kohen, Or Sheffet | Published: 2022-01-28 | Updated: 2022-06-16
DP-SGD
プライバシー保護プロトコル
収束分析

SSLGuard: A Watermarking Scheme for Self-supervised Learning Pre-trained Encoders

Authors: Tianshuo Cong, Xinlei He, Yang Zhang | Published: 2022-01-27 | Updated: 2022-08-31
ウォーターマーキング
メンバーシップ推論
防御手法

An Overview of Compressible and Learnable Image Transformation with Secret Key and Its Applications

Authors: Hitoshi Kiya, AprilPyone MaungMaung, Yuma Kinoshita, Shoko Imaizumi, Sayaka Shiota | Published: 2022-01-26 | Updated: 2022-04-16
プライバシー保護プロトコル
暗号プロトコル
画像特徴抽出

Reconstructing Training Data with Informed Adversaries

Authors: Borja Balle, Giovanni Cherubin, Jamie Hayes | Published: 2022-01-13 | Updated: 2022-04-25
データ選択戦略
ポイズニング
再構成攻撃

Security for Machine Learning-based Software Systems: a survey of threats, practices and challenges

Authors: Huaming Chen, M. Ali Babar | Published: 2022-01-12 | Updated: 2023-12-17
バックドア攻撃
メンバーシップ推論
脆弱性分析

IoTGAN: GAN Powered Camouflage Against Machine Learning Based IoT Device Identification

Authors: Tao Hou, Tao Wang, Zhuo Lu, Yao Liu, Yalin Sagduyu | Published: 2022-01-10 | Updated: 2023-12-16
フィンガープリンティング手法
マルチクラス分類
通信モデル

Survey on the Convergence of Machine Learning and Blockchain

Authors: Shengwen Ding, Chenhui Hu | Published: 2022-01-04 | Updated: 2022-06-28
ブロックチェーン技術
メンバーシップ推論
機械学習技術

Anomaly Detection in Cyber-Physical Systems: Reconstruction of a Prediction Error Feature Space

Authors: Nuno Oliveira, Norberto Sousa, Jorge Oliveira, Isabel Praça | Published: 2021-12-29
データ収集
機械学習技術
評価手法

Challenges and Approaches for Mitigating Byzantine Attacks in Federated Learning

Authors: Junyu Shi, Wei Wan, Shengshan Hu, Jianrong Lu, Leo Yu Zhang | Published: 2021-12-29 | Updated: 2022-10-07
バックドア攻撃
ポイズニング
防御手法