攻撃検出

Statistical and Machine Learning-based Decision Techniques for Physical Layer Authentication

Authors: Linda Senigagliesi, Marco Baldi, Ennio Gambi | Published: 2019-09-16
セキュアな通信チャネル
攻撃検出
機械学習手法

Inspecting adversarial examples using the Fisher information

Authors: Jörg Martin, Clemens Elster | Published: 2019-09-12
Fisher情報感度
攻撃検出
敵対的サンプル

Stateful Detection of Black-Box Adversarial Attacks

Authors: Steven Chen, Nicholas Carlini, David Wagner | Published: 2019-07-12
ポイズニング
攻撃検出
敵対的攻撃

On Designing Machine Learning Models for Malicious Network Traffic Classification

Authors: Talha Ongun, Timothy Sakharaov, Simona Boboila, Alina Oprea, Tina Eliassi-Rad | Published: 2019-07-10
データ抽出と分析
攻撃検出
機械学習フレームワーク

Smart Grid Cyber Attacks Detection using Supervised Learning and Heuristic Feature Selection

Authors: Jacob Sakhnini, Hadis Karimipour, Ali Dehghantanha | Published: 2019-07-07
攻撃検出
機械学習フレームワーク
特徴選択手法

Attacker Behaviour Profiling using Stochastic Ensemble of Hidden Markov Models

Authors: Soham Deshmukh, Rahul Rade, Faruk Kazi | Published: 2019-05-28 | Updated: 2021-06-06
データセット分析
モデル評価
攻撃検出

Thwarting finite difference adversarial attacks with output randomization

Authors: Haidar Khan, Daniel Park, Azer Khan, Bülent Yener | Published: 2019-05-23
モデル性能評価
攻撃検出
敵対的サンプル

Adversarially Robust Distillation

Authors: Micah Goldblum, Liam Fowl, Soheil Feizi, Tom Goldstein | Published: 2019-05-23 | Updated: 2019-12-02
モデル性能評価
攻撃検出
敵対的サンプル

DoPa: A Comprehensive CNN Detection Methodology against Physical Adversarial Attacks

Authors: Zirui Xu, Fuxun Yu, Xiang Chen | Published: 2019-05-21 | Updated: 2019-08-28
CNNの脆弱性
攻撃検出
物理的敵対攻撃

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