データ管理システム

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

Autoencoder-based Anomaly Detection in Smart Farming Ecosystem

Authors: Mary Adkisson, Jeffrey C Kimmel, Maanak Gupta, Mahmoud Abdelsalam | Published: 2021-10-29
IoTデバイスの脆弱性
データ管理システム
機械学習の応用

A ground-truth dataset of real security patches

Authors: Sofia Reis, Rui Abreu | Published: 2021-10-18
データ生成
データ管理システム
自動脆弱性修復

AI Total: Analyzing Security ML Models with Imperfect Data in Production

Authors: Awalin Sopan, Konstantin Berlin | Published: 2021-10-13
データ管理システム
モデル選択
ユーザー活動解析

Transfer Learning for Credit Card Fraud Detection: A Journey from Research to Production

Authors: Wissam Siblini, Guillaume Coter, Rémy Fabry, Liyun He-Guelton, Frédéric Oblé, Bertrand Lebichot, Yann-Aël Le Borgne, Gianluca Bontempi | Published: 2021-07-20 | Updated: 2021-11-04
データ管理システム
不正取引
機械学習

QUAC-TRNG: High-Throughput True Random Number Generation Using Quadruple Row Activation in Commodity DRAM Chips

Authors: Ataberk Olgun, Minesh Patel, A. Giray Yağlıkçı, Haocong Luo, Jeremie S. Kim, Nisa Bostancı, Nandita Vijaykumar, Oğuz Ergin, Onur Mutlu | Published: 2021-05-19 | Updated: 2021-05-25
データ管理システム
パフォーマンス評価
メモリ管理手法

The FeatureCloud AI Store for Federated Learning in Biomedicine and Beyond

Authors: Julian Matschinske, Julian Späth, Reza Nasirigerdeh, Reihaneh Torkzadehmahani, Anne Hartebrodt, Balázs Orbán, Sándor Fejér, Olga Zolotareva, Mohammad Bakhtiari, Béla Bihari, Marcus Bloice, Nina C Donner, Walid Fdhila, Tobias Frisch, Anne-Christin Hauschild, Dominik Heider, Andreas Holzinger, Walter Hötzendorfer, Jan Hospes, Tim Kacprowski, Markus Kastelitz, Markus List, Rudolf Mayer, Mónika Moga, Heimo Müller, Anastasia Pustozerova, Richard Röttger, Anna Saranti, Harald HHW Schmidt, Christof Tschohl, Nina K Wenke, Jan Baumbach | Published: 2021-05-12
データ管理システム
プライバシー保護プロトコル
連合学習

Blockchain Systems, Technologies and Applications: A Methodology Perspective

Authors: Bin Cao, Zixin Wang, Long Zhang, Daquan Feng, Mugen Peng, Lei Zhang | Published: 2021-05-08
データ管理システム
ブロックチェーン戦略
ブロックチェーン相互運用性

GALA: Greedy ComputAtion for Linear Algebra in Privacy-Preserved Neural Networks

Authors: Qiao Zhang, Chunsheng Xin, Hongyi Wu | Published: 2021-05-05
データ管理システム
プライバシー保護
最適化手法

On Generating and Labeling Network Traffic with Realistic, Self-Propagating Malware

Authors: Molly Buchanan, Jeffrey W. Collyer, Jack W. Davidson, Saikat Dey, Mark Gardner, Jason D. Hiser, Jeffry Lang, Alastair Nottingham, Alina Oprea | Published: 2021-04-20 | Updated: 2022-05-27
MLベースのIDS
サイバー攻撃
データ管理システム