データ漏洩

Machine Learning Interpretability Meets TLS Fingerprinting

Authors: Mahdi Jafari Siavoshani, Amir Hossein Khajepour, Amirmohammad Ziaei, Amir Ali Gatmiri, Ali Taheri | Published: 2020-11-12 | Updated: 2021-09-12
データ漏洩
モデル性能評価
深層学習に基づくIDS

RAD: On-line Anomaly Detection for Highly Unreliable Data

Authors: Zilong Zhao, Robert Birke, Rui Han, Bogdan Robu, Sara Bouchenak, Sonia Ben Mokhtar, Lydia Y. Chen | Published: 2019-11-11
クラス不均衡
データ漏洩
モデル性能評価

Tackling Android Stego Apps in the Wild

Authors: Wenhao Chen, Li Lin, Min Wu, Jennifer Newman | Published: 2018-08-01
データ漏洩
機械学習の応用
画像処理

Exploiting Unintended Feature Leakage in Collaborative Learning

Authors: Luca Melis, Congzheng Song, Emiliano De Cristofaro, Vitaly Shmatikov | Published: 2018-05-10 | Updated: 2018-11-01
データ漏洩
メンバーシップ推論
ラベル推論攻撃