AIセキュリティポータルbot

Balboa: Bobbing and Weaving around Network Censorship

Authors: Marc B. Rosen, James Parker, Alex J. Malozemoff | Published: 2021-04-13
ウォーターマーキング
通信解析
音声合成技術

Sparse Coding Frontend for Robust Neural Networks

Authors: Can Bakiskan, Metehan Cekic, Ahmet Dundar Sezer, Upamanyu Madhow | Published: 2021-04-12
ポイズニング
敵対的サンプルの検知
防御メカニズム

Supervised Feature Selection Techniques in Network Intrusion Detection: a Critical Review

Authors: Mario Di Mauro, Giovanni Galatro, Giancarlo Fortino, Antonio Liotta | Published: 2021-04-11
マルチクラス分類
最適化問題
特徴エンジニアリング

TenSEAL: A Library for Encrypted Tensor Operations Using Homomorphic Encryption

Authors: Ayoub Benaissa, Bilal Retiat, Bogdan Cebere, Alaa Eddine Belfedhal | Published: 2021-04-07 | Updated: 2021-04-28
プライバシー保護
暗号化技術
機械学習技術

Plinius: Secure and Persistent Machine Learning Model Training

Authors: Peterson Yuhala, Pascal Felber, Valerio Schiavoni, Alain Tchana | Published: 2021-04-07 | Updated: 2021-04-08
プライバシー保護
メモリ管理手法
モデル設計

Robust Classification Under $\ell_0$ Attack for the Gaussian Mixture Model

Authors: Payam Delgosha, Hamed Hassani, Ramtin Pedarsani | Published: 2021-04-05
収束解析
敵対的サンプル
最適化問題

Jekyll: Attacking Medical Image Diagnostics using Deep Generative Models

Authors: Neal Mangaokar, Jiameng Pu, Parantapa Bhattacharya, Chandan K. Reddy, Bimal Viswanath | Published: 2021-04-05
ポイズニング
医療データの透かし設定
脅威モデル

Monte Carlo execution time estimation for Privacy-preserving Distributed Function Evaluation protocols

Authors: Stefano M P C Souza, Daniel G Silva | Published: 2021-04-03
シミュレーション環境
プライバシー保護
統計的仮説検定

A Systematic Literature Review on Phishing and Anti-Phishing Techniques

Authors: Ayesha Arshad, Attique Ur Rehman, Sabeen Javaid, Tahir Muhammad Ali, Javed Anjum Sheikh, Muhammad Azeem | Published: 2021-04-02
フィッシング攻撃
フィッシング検出
研究方法論

SGBA: A Stealthy Scapegoat Backdoor Attack against Deep Neural Networks

Authors: Ying He, Zhili Shen, Chang Xia, Jingyu Hua, Wei Tong, Sheng Zhong | Published: 2021-04-02 | Updated: 2022-05-16
バックドア攻撃手法
ポイズニング攻撃
敵対的サンプル