文献データベース

Modern Problems Require Modern Solutions: Hybrid Concepts for Industrial Intrusion Detection

Authors: Simon D. Duque Anton, Mathias Strufe, Hans Dieter Schotten | Published: 2019-05-15 | Updated: 2019-05-16
ITセキュリティの課題
サイバーセキュリティ
侵入検知システム

Transferable Clean-Label Poisoning Attacks on Deep Neural Nets

Authors: Chen Zhu, W. Ronny Huang, Ali Shafahi, Hengduo Li, Gavin Taylor, Christoph Studer, Tom Goldstein | Published: 2019-05-15 | Updated: 2019-05-16
バックドア攻撃
ポイズニング
攻撃タイプ

Network Attacks Anomaly Detection Using SNMP MIB Interface Parameters

Authors: Ghazi Al-Naymatm, Ahmed Hambouz, Mouhammd Alkasassbeh | Published: 2019-05-14 | Updated: 2019-10-19
MLベースのIDS
データセット分析
ネットワークパケット管理

Robustification of deep net classifiers by key based diversified aggregation with pre-filtering

Authors: Olga Taran, Shideh Rezaeifar, Taras Holotyak, Slava Voloshynovskiy | Published: 2019-05-14
セキュアアグリゲーション
性能評価
攻撃タイプ

Sensor Defense In-Software (SDI):Practical Software Based Detection of Spoofing Attacks on Position Sensor

Authors: Kevin Sam Tharayil, Benyamin Farshteindiker, Shaked Eyal, Nir Hasidim, Roy Hershkovitz, Shani Houri, Ilia Yoffe, Michal Oren, Yossi Oren | Published: 2019-05-12
性能評価
機械学習技術
複数センサー防御

ECG Identification under Exercise and Rest Situations via Various Learning Methods

Authors: Zihan Wang, Yaoguang Li, Wei Cui | Published: 2019-05-11
信号処理手法
性能評価
時間系列分析

Interpreting and Evaluating Neural Network Robustness

Authors: Fuxun Yu, Zhuwei Qin, Chenchen Liu, Liang Zhao, Yanzhi Wang, Xiang Chen | Published: 2019-05-10
ロバスト推定
堅牢性検証手法
敵対的サンプル

On the Connection Between Adversarial Robustness and Saliency Map Interpretability

Authors: Christian Etmann, Sebastian Lunz, Peter Maass, Carola-Bibiane Schönlieb | Published: 2019-05-10
ロバスト推定
敵対的攻撃検出
解釈可能性の損失

Adversarial Defense Framework for Graph Neural Network

Authors: Shen Wang, Zhengzhang Chen, Jingchao Ni, Xiao Yu, Zhichun Li, Haifeng Chen, Philip S. Yu | Published: 2019-05-09 | Updated: 2019-05-10
フレームワーク
ポイズニング
ロバスト推定

Bidirectional RNN-based Few-shot Training for Detecting Multi-stage Attack

Authors: Di Zhao, Jiqiang Liu, Jialin Wang, Wenjia Niu, Endong Tong, Tong Chen, Gang Li | Published: 2019-05-09
DDoS攻撃
攻撃シナリオ分析
機械学習手法