文献データベース

FP-Radar: Longitudinal Measurement and Early Detection of Browser Fingerprinting

Authors: Pouneh Nikkhah Bahrami, Umar Iqbal, Zubair Shafiq | Published: 2021-12-03 | Updated: 2021-12-14
データ抽出と分析
フィンガープリンティング手法
プライバシーリスク管理

A tool to support the investigation and visualization of cyber and/or physical incidents

Authors: Inês Macedo, Sinan Wanous, Nuno Oliveira, Orlando Sousa, Isabel Praça | Published: 2021-12-02
システム観測性
データ管理システム
機械学習アルゴリズム

Improving the Reliability of Network Intrusion Detection Systems through Dataset Integration

Authors: Roberto Magán-Carrión, Daniel Urda, Ignacio Díaz-Cano, Bernabé Dorronsoro | Published: 2021-12-02
データセット評価
データ前処理
一般化性能

Improving Differentially Private SGD via Randomly Sparsified Gradients

Authors: Junyi Zhu, Matthew B. Blaschko | Published: 2021-12-01 | Updated: 2023-06-28
DP-SGD
プライバシーリスク管理
ポイズニング

Adversarial Attacks Against Deep Generative Models on Data: A Survey

Authors: Hui Sun, Tianqing Zhu, Zhiqiu Zhang, Dawei Jin. Ping Xiong, Wanlei Zhou | Published: 2021-12-01
データ生成
バックドア攻撃
敵対的攻撃手法

FROB: Few-shot ROBust Model for Classification and Out-of-Distribution Detection

Authors: Nikolaos Dionelis, Mehrdad Yaghoobi, Sotirios A. Tsaftaris | Published: 2021-11-30 | Updated: 2022-02-02
一般化性能
実験的検証
自己教師あり学習

Benchmark Static API Call Datasets for Malware Family Classification

Authors: Berkant Düzgün, Aykut Çayır, Ferhat Demirkıran, Ceyda Nur Kahya, Buket Gençaydın, Hasan Dağ | Published: 2021-11-30 | Updated: 2022-08-04
データセット評価
マルウェア検出手法
静的分析

Living-Off-The-Land Command Detection Using Active Learning

Authors: Talha Ongun, Jack W. Stokes, Jonathan Bar Or, Ke Tian, Farid Tajaddodianfar, Joshua Neil, Christian Seifert, Alina Oprea, John C. Platt | Published: 2021-11-30
アクティブラーニング
バックドア攻撃
マルウェア検出手法

Third-Party Hardware IP Assurance against Trojans through Supervised Learning and Post-processing

Authors: Pravin Gaikwad, Jonathan Cruz, Prabuddha Chakraborty, Swarup Bhunia, Tamzidul Hoque | Published: 2021-11-29
トレーニングデータ生成
ハードウェアトロイの検出
機械学習アルゴリズム

Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification

Authors: Dominique Mercier, Adriano Lucieri, Mohsin Munir, Andreas Dengel, Sheraz Ahmed | Published: 2021-11-29
DP-SGD
プライバシー評価
機械学習の応用