アルゴリズム

ChatGPT vs. Lightweight Security: First Work Implementing the NIST Cryptographic Standard ASCON

Authors: Alvaro Cintas-Canto, Jasmin Kaur, Mehran Mozaffari-Kermani, Reza Azarderakhsh | Published: 2023-06-13
アルゴリズム
リソース不足の課題
暗号学

IsoEx: an explainable unsupervised approach to process event logs cyber investigation

Authors: Pierre Lavieille, Ismail Alaoui Hassani Atlas | Published: 2023-06-07 | Updated: 2023-07-21
アルゴリズム
ログ分析の課題
特徴抽出手法

Distributed Non-Convex Optimization with One-Bit Compressors on Heterogeneous Data: Efficient and Resilient Algorithms

Authors: Ming Xiang, Lili Su | Published: 2022-10-03 | Updated: 2023-02-17
アルゴリズム
アルゴリズム設計
収束保証

Identifying Emerging Technologies and Leading Companies using Network Dynamics of Patent Clusters: a Cybersecurity Case Study

Authors: Michael Tsesmelis, Ljiljana Dolamic, Marcus Matthias Keupp, Dimitri Percia David, Alain Mermoud | Published: 2022-09-21
アルゴリズム
データセット生成
技術の新興性評価

Hierarchical fuzzy neural networks with privacy preservation for heterogeneous big data

Authors: Leijie Zhang, Ye Shi, Yu-Cheng Chang, Chin-Teng Lin | Published: 2022-09-18
アルゴリズム
モデルアーキテクチャ
階層的分類手法

IoT Data Analytics in Dynamic Environments: From An Automated Machine Learning Perspective

Authors: Li Yang, Abdallah Shami | Published: 2022-09-16
IoTデータ分析タスク
アルゴリズム
学習の改善

Deepfake histological images for enhancing digital pathology

Authors: Kianoush Falahkheirkhah, Saumya Tiwari, Kevin Yeh, Sounak Gupta, Loren Herrera-Hernandez, Michael R. McCarthy, Rafael E. Jimenez, John C. Cheville, Rohit Bhargava | Published: 2022-06-16
アルゴリズム
医療AIの脅威
性能評価

On Private Online Convex Optimization: Optimal Algorithms in $\ell_p$-Geometry and High Dimensional Contextual Bandits

Authors: Yuxuan Han, Zhicong Liang, Zhipeng Liang, Yang Wang, Yuan Yao, Jiheng Zhang | Published: 2022-06-16
アルゴリズム
オンライン意思決定
性能評価

BlindFL: Vertical Federated Machine Learning without Peeking into Your Data

Authors: Fangcheng Fu, Huanran Xue, Yong Cheng, Yangyu Tao, Bin Cui | Published: 2022-06-16
アルゴリズム
プライバシー保護プロトコル
多者計算

HyperImpute: Generalized Iterative Imputation with Automatic Model Selection

Authors: Daniel Jarrett, Bogdan Cebere, Tennison Liu, Alicia Curth, Mihaela van der Schaar | Published: 2022-06-15
アルゴリズム
ハイパーパラメータ調整
性能評価指標