AIセキュリティポータルbot

Do you pay for Privacy in Online learning?

Authors: Amartya Sanyal, Giorgia Ramponi | Published: 2022-10-10
オンライン学習
プライバシー保護技術

Demystifying Quantum Blockchain for Healthcare

Authors: Keshav Kaushik, Adarsh Kumar | Published: 2022-10-07
スマートヘルスケア
量子ブロックチェーン技術
量子機械学習

1st ICLR International Workshop on Privacy, Accountability, Interpretability, Robustness, Reasoning on Structured Data (PAIR^2Struct)

Authors: Hao Wang, Wanyu Lin, Hao He, Di Wang, Chengzhi Mao, Muhan Zhang | Published: 2022-10-07
プライバシー評価
因果解釈
多様性の促進

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