文献データベース

Empowering Graph Representation Learning with Test-Time Graph Transformation

Authors: Wei Jin, Tong Zhao, Jiayuan Ding, Yozen Liu, Jiliang Tang, Neil Shah | Published: 2022-10-07 | Updated: 2023-02-26
フレームワーク
モデル設計
特徴選択手法

mPSAuth: Privacy-Preserving and Scalable Authentication for Mobile Web Applications

Authors: David Monschein, Oliver P. Waldhorst | Published: 2022-10-07
プライバシー保護技術
ユーザ行動分析
脅威モデル

Preprocessors Matter! Realistic Decision-Based Attacks on Machine Learning Systems

Authors: Chawin Sitawarin, Florian Tramèr, Nicholas Carlini | Published: 2022-10-07 | Updated: 2023-07-20
DNN IP保護手法
モデル抽出攻撃
敵対的サンプル

Network Intrusion Detection System in a Light Bulb

Authors: Liam Daly Manocchio, Siamak Layeghy, Marius Portmann | Published: 2022-10-06
IoTセキュリティリスク
モデル設計
決定木

Federated Boosted Decision Trees with Differential Privacy

Authors: Samuel Maddock, Graham Cormode, Tianhao Wang, Carsten Maple, Somesh Jha | Published: 2022-10-06
プライバシー保護手法
決定木
重み更新手法

Deep Reinforcement Learning based Evasion Generative Adversarial Network for Botnet Detection

Authors: Rizwan Hamid Randhawa, Nauman Aslam, Mohammad Alauthman, Muhammad Khalid, Husnain Rafiq | Published: 2022-10-06
データ生成
強化学習
深層学習手法

DReS-FL: Dropout-Resilient Secure Federated Learning for Non-IID Clients via Secret Data Sharing

Authors: Jiawei Shao, Yuchang Sun, Songze Li, Jun Zhang | Published: 2022-10-06
プライバシー保護手法
フレームワーク
ポイズニング

A Closer Look at Robustness to L-infinity and Spatial Perturbations and their Composition

Authors: Luke Rowe, Benjamin Thérien, Krzysztof Czarnecki, Hongyang Zhang | Published: 2022-10-05
DNN IP保護手法
モデル設計
深層学習手法

Common Vulnerability Scoring System Prediction based on Open Source Intelligence Information Sources

Authors: Philipp Kuehn, David N. Relke, Christian Reuter | Published: 2022-10-05
データの起源と変遷
データ保護手法
リスク評価手法

Bicoptor: Two-round Secure Three-party Non-linear Computation without Preprocessing for Privacy-preserving Machine Learning

Authors: Lijing Zhou, Ziyu Wang, Hongrui Cui, Qingrui Song, Yu Yu | Published: 2022-10-05 | Updated: 2024-04-19
DNN IP保護手法
プライバシー保護手法
通信効率