AIセキュリティポータルbot

Classification of Epileptic EEG Signals by Wavelet based CFC

Authors: Amirmasoud Ahmadi, Mahsa Behroozi, Vahid Shalchyan, Mohammad Reza Daliri | Published: 2018-05-04
性能評価指標
時間系列分析
透かし技術の堅牢性

RF-PUF: Enhancing IoT Security through Authentication of Wireless Nodes using In-situ Machine Learning

Authors: Baibhab Chatterjee, Debayan Das, Shovan Maity, Shreyas Sen | Published: 2018-05-03 | Updated: 2018-06-19
デバイス認証
透かし技術の堅牢性
通信システム

What we learn from learning – Understanding capabilities and limitations of machine learning in botnet attacks

Authors: David Santana, Shan Suthaharan, Somya Mohanty | Published: 2018-05-03
サイバーセキュリティ
ボットネットトラフィック
攻撃手法

How Robust are Deep Neural Networks?

Authors: Biswa Sengupta, Karl J. Friston | Published: 2018-04-30
モデルの頑健性保証
深層学習に基づくIDS
透かし技術

t-DCF: a Detection Cost Function for the Tandem Assessment of Spoofing Countermeasures and Automatic Speaker Verification

Authors: Tomi Kinnunen, Kong Aik Lee, Hector Delgado, Nicholas Evans, Massimiliano Todisco, Md Sahidullah, Junichi Yamagishi, Douglas A. Reynolds | Published: 2018-04-25 | Updated: 2019-04-11
性能評価手法
透かし技術
音声認識システムのセキュリティ

Query-Efficient Black-Box Attack Against Sequence-Based Malware Classifiers

Authors: Ishai Rosenberg, Asaf Shabtai, Yuval Elovici, Lior Rokach | Published: 2018-04-23 | Updated: 2020-10-03
クエリ生成手法
モデルの頑健性保証
敵対的攻撃手法

Black-box Adversarial Attacks with Limited Queries and Information

Authors: Andrew Ilyas, Logan Engstrom, Anish Athalye, Jessy Lin | Published: 2018-04-23 | Updated: 2018-07-11
モデル抽出攻撃
敵対的サンプル
敵対的攻撃手法

MEADE: Towards a Malicious Email Attachment Detection Engine

Authors: Ethan M. Rudd, Richard Harang, Joshua Saxe | Published: 2018-04-22
サイバーセキュリティ
攻撃手法
敵対的サンプルの検知

Is feature selection secure against training data poisoning?

Authors: Huang Xiao, Battista Biggio, Gavin Brown, Giorgio Fumera, Claudia Eckert, Fabio Roli | Published: 2018-04-21
ポイズニング
毒データの検知
毒性攻撃に特化した内容

Gradient Masking Causes CLEVER to Overestimate Adversarial Perturbation Size

Authors: Ian Goodfellow | Published: 2018-04-21
敵対的学習
敵対的攻撃手法
透かし技術