文献データベース

Attack Agnostic Statistical Method for Adversarial Detection

Authors: Sambuddha Saha, Aashish Kumar, Pratyush Sahay, George Jose, Srinivas Kruthiventi, Harikrishna Muralidhara | Published: 2019-11-22
敵対的サンプル
敵対的攻撃
研究方法論

Effects of Differential Privacy and Data Skewness on Membership Inference Vulnerability

Authors: Stacey Truex, Ling Liu, Mehmet Emre Gursoy, Wenqi Wei, Lei Yu | Published: 2019-11-21
クラス不均衡
プライバシー侵害
メンバーシップ推論

mm-Pose: Real-Time Human Skeletal Posture Estimation using mmWave Radars and CNNs

Authors: Arindam Sengupta, Feng Jin, Renyuan Zhang, Siyang Cao | Published: 2019-11-21
モデル性能評価
レーダー技術
深層学習

The Performance of Machine and Deep Learning Classifiers in Detecting Zero-Day Vulnerabilities

Authors: Faranak Abri, Sima Siami-Namini, Mahdi Adl Khanghah, Fahimeh Mirza Soltani, Akbar Siami Namin | Published: 2019-11-21
ハイパーパラメータ最適化
モデル性能評価
特徴エンジニアリング

Robustness Certificates for Sparse Adversarial Attacks by Randomized Ablation

Authors: Alexander Levine, Soheil Feizi | Published: 2019-11-21
モデル性能評価
数値安定性の問題
敵対的攻撃手法

Fine-grained Synthesis of Unrestricted Adversarial Examples

Authors: Omid Poursaeed, Tianxing Jiang, Yordanos Goshu, Harry Yang, Serge Belongie, Ser-Nam Lim | Published: 2019-11-20 | Updated: 2020-10-22
モデル性能評価
モデル設計
敵対的攻撃手法

Deep Minimax Probability Machine

Authors: Lirong He, Ziyi Guo, Kaizhu Huang, Zenglin Xu | Published: 2019-11-20
モデル性能評価
敵対的サンプル
敵対的攻撃手法

Cognitive Internet of Vehicles: Motivation, Layered Architecture and Security Issues

Authors: Khondokar Fida Hasan, Tarandeep Kaur, Md. Mhedi Hasan, Yanming Feng | Published: 2019-11-20
クラウドコンピューティング
プライバシー保護
機械学習技術

Adversarial Robustness of Flow-Based Generative Models

Authors: Phillip Pope, Yogesh Balaji, Soheil Feizi | Published: 2019-11-20
トレードオフ分析
モデル設計
敵対的攻撃手法

Generate (non-software) Bugs to Fool Classifiers

Authors: Hiromu Yakura, Youhei Akimoto, Jun Sakuma | Published: 2019-11-20
モデル性能評価
敵対的サンプル
敵対的攻撃手法