AIセキュリティポータルbot

How to Use Heuristics for Differential Privacy

Authors: Seth Neel, Aaron Roth, Zhiwei Steven Wu | Published: 2018-11-19
合成データ生成
差分プライバシー
最適化アルゴリズムの選択と評価

The Taboo Trap: Behavioural Detection of Adversarial Samples

Authors: Ilia Shumailov, Yiren Zhao, Robert Mullins, Ross Anderson | Published: 2018-11-18 | Updated: 2019-11-21
バックドアモデルの検知
暗号化技術
防御手法

Regularized adversarial examples for model interpretability

Authors: Yoel Shoshan, Vadim Ratner | Published: 2018-11-18 | Updated: 2018-11-21
モデルの頑健性保証
特徴重要度分析
画像分類解釈

Prediction of Signal Sequences in Abiotic Stress Inducible Genes from Main Crops by Association Rule Mining

Authors: Un-Hyang Ho, Hye-Ok Kong | Published: 2018-11-18
FR検出メカニズム
データ収集
モデル性能評価

Robust Website Fingerprinting Through the Cache Occupancy Channel

Authors: Anatoly Shusterman, Lachlan Kang, Yarden Haskal, Yosef Meltser, Prateek Mittal, Yossi Oren, Yuval Yarom | Published: 2018-11-17 | Updated: 2019-02-21
フィンガープリンティング手法
攻撃の評価
防御手法

A note on hyperparameters in black-box adversarial examples

Authors: Jamie Hayes | Published: 2018-11-15
ITセキュリティの課題
ハイパーグラフの特性
敵対的サンプルの検知

Adversarial Examples from Cryptographic Pseudo-Random Generators

Authors: Sébastien Bubeck, Yin Tat Lee, Eric Price, Ilya Razenshteyn | Published: 2018-11-15
ロバスト性向上
統計的仮説検定
統計的検定

Benchmarking datasets for Anomaly-based Network Intrusion Detection: KDD CUP 99 alternatives

Authors: Abhishek Divekar, Meet Parekh, Vaibhav Savla, Rudra Mishra, Mahesh Shirole | Published: 2018-11-13
データ収集
モデル性能評価
特徴重要度分析

RadIoT: Radio Communications Intrusion Detection for IoT – A Protocol Independent Approach

Authors: Jonathan Roux, Eric Alata, Guillaume Auriol, Mohamed Kaâniche, Vincent Nicomette, Romain Cayre | Published: 2018-11-09
IoTセキュリティ
信号解析
攻撃の評価

Universal Decision-Based Black-Box Perturbations: Breaking Security-Through-Obscurity Defenses

Authors: Thomas A. Hogan, Bhavya Kailkhura | Published: 2018-11-09 | Updated: 2018-11-13
トリガーの検知
悪意のあるコンテンツ生成
攻撃の評価