データ依存性

Mitigating Leakage from Data Dependent Communications in Decentralized Computing using Differential Privacy

Authors: Riad Ladjel, Nicolas Anciaux, Aurélien Bellet, Guillaume Scerri | Published: 2021-12-23
データ依存性
プライバシー保護
通信効率

Fully Homomorphically Encrypted Deep Learning as a Service

Authors: George Onoufriou, Paul Mayfield, Georgios Leontidis | Published: 2021-07-26
アルゴリズム
データ依存性
プライバシー漏洩

Towards Improving the Trustworthiness of Hardware based Malware Detector using Online Uncertainty Estimation

Authors: Harshit Kumar, Nikhil Chawla, Saibal Mukhopadhyay | Published: 2021-03-21
サイバーセキュリティ
データ依存性
不確実性の定量化

DDUO: General-Purpose Dynamic Analysis for Differential Privacy

Authors: Chike Abuah, Alex Silence, David Darais, Joe Near | Published: 2021-03-16
データ依存性
プライバシーリスク管理
動的分析

Proof-of-Learning: Definitions and Practice

Authors: Hengrui Jia, Mohammad Yaghini, Christopher A. Choquette-Choo, Natalie Dullerud, Anvith Thudi, Varun Chandrasekaran, Nicolas Papernot | Published: 2021-03-09
データ依存性
モデル性能評価
敵対的攻撃

Smoothness Analysis of Adversarial Training

Authors: Sekitoshi Kanai, Masanori Yamada, Hiroshi Takahashi, Yuki Yamanaka, Yasutoshi Ida | Published: 2021-03-02 | Updated: 2023-03-06
データ依存性
敵対的サンプル
敵対的スペクトル攻撃検出

Protecting the integrity of the training procedure of neural networks

Authors: Christian Berghoff | Published: 2020-05-14
データ依存性
トレーニング手法
機械学習アルゴリズム

Data Augmentation for Deep Candlestick Learner

Authors: Chia-Ying Tsao, Jun-Hao Chen, Samuel Yen-Chi Chen, Yun-Cheng Tsai | Published: 2020-05-14 | Updated: 2020-05-29
キャンドルスティックパターン
データ依存性
機械学習の応用

Anomaly-based Intrusion Detection in Industrial Data with SVM and Random Forests

Authors: Simon D. Duque Anton, Sapna Sinha, Hans Dieter Schotten | Published: 2019-07-24
MLベースのIDS
データ依存性
特徴の相互依存性

A Conceptual Architecture for Contractual Data Sharing in a Decentralised Environment

Authors: Iain Barclay, Alun Preece, Ian Taylor, Dinesh Verma | Published: 2019-04-05
データの起源と変遷
データ依存性
機械学習の応用