AIセキュリティポータルbot

RF Jamming Classification using Relative Speed Estimation in Vehicular Wireless Networks

Authors: Dimitrios Kosmanos, Dimitrios Karagiannis, Antonios Argyriou, Spyros Lalis, Leandros Maglaras | Published: 2018-12-31
RF攻撃検出手法
Ricianフェージングモデル
トリガーの検知

Hessian-Aware Zeroth-Order Optimization for Black-Box Adversarial Attack

Authors: Haishan Ye, Zhichao Huang, Cong Fang, Chris Junchi Li, Tong Zhang | Published: 2018-12-29 | Updated: 2019-03-20
マシン・アンラーニング
収束性分析
深層学習

Adversarial Attack and Defense on Graph Data: A Survey

Authors: Lichao Sun, Yingtong Dou, Carl Yang, Ji Wang, Yixin Liu, Philip S. Yu, Lifang He, Bo Li | Published: 2018-12-26 | Updated: 2022-10-06
ポイズニング
ロバスト性
敵対的サンプル

A Multiversion Programming Inspired Approach to Detecting Audio Adversarial Examples

Authors: Qiang Zeng, Jianhai Su, Chenglong Fu, Golam Kayas, Lannan Luo | Published: 2018-12-26 | Updated: 2019-12-03
モデルの頑健性保証
敵対的サンプルの検知
音声認識プロセス

PPD: Permutation Phase Defense Against Adversarial Examples in Deep Learning

Authors: Mehdi Jafarnia-Jahromi, Tasmin Chowdhury, Hsin-Tai Wu, Sayandev Mukherjee | Published: 2018-12-25 | Updated: 2020-01-04
ロバスト性
敵対的サンプルの検知
敵対的学習

Guessing Smart: Biased Sampling for Efficient Black-Box Adversarial Attacks

Authors: Thomas Brunner, Frederik Diehl, Michael Truong Le, Alois Knoll | Published: 2018-12-24 | Updated: 2019-05-05
モデルの頑健性保証
ロバスト性
敵対的サンプルの検知

Increasing the adversarial robustness and explainability of capsule networks with $γ$-capsules

Authors: David Peer, Sebastian Stabinger, Antonio Rodriguez-Sanchez | Published: 2018-12-23 | Updated: 2019-12-05
マルチクラス分類
ロバスト性
深層学習

Towards resilient machine learning for ransomware detection

Authors: Li Chen, Chih-Yuan Yang, Anindya Paul, Ravi Sahita | Published: 2018-12-21 | Updated: 2019-05-16
バックドアモデルの検知
マルウェア検出手法
生成的敵対ネットワーク

The future of statistical disclosure control

Authors: Mark Elliot, Josep Domingo-Ferrer | Published: 2018-12-21
データ収集
属性開示リスク
統計的手法

On the Activity Privacy of Blockchain for IoT

Authors: Ali Dorri, Clemence Roulin, Raja Jurdak, Salil Kanhere | Published: 2018-12-21 | Updated: 2019-03-14
IoTトラフィック特性
ユーザ行動分析
攻撃検出