リスク評価手法

Score Attack: A Lower Bound Technique for Optimal Differentially Private Learning

Authors: T. Tony Cai, Yichen Wang, Linjun Zhang | Published: 2023-03-13
プライバシー保護技術
リスク評価手法
収束特性

Common Vulnerability Scoring System Prediction based on Open Source Intelligence Information Sources

Authors: Philipp Kuehn, David N. Relke, Christian Reuter | Published: 2022-10-05
データの起源と変遷
データ保護手法
リスク評価手法

Wild Networks: Exposure of 5G Network Infrastructures to Adversarial Examples

Authors: Giovanni Apruzzese, Rodion Vladimirov, Aliya Tastemirova, Pavel Laskov | Published: 2022-07-04
ネットワークスライシング
リスク評価手法
敵対的学習

Privacy-Preserving Reinforcement Learning Beyond Expectation

Authors: Arezoo Rajabi, Bhaskar Ramasubramanian, Abdullah Al Maruf, Radha Poovendran | Published: 2022-03-18
プライバシー評価
リスク評価手法
強化学習アルゴリズム

Is this IoT Device Likely to be Secure? Risk Score Prediction for IoT Devices Using Gradient Boosting Machines

Authors: Carlos A. Rivera Alvarez, Arash Shaghaghi, David D. Nguyen, Salil S. Kanhere | Published: 2021-11-23
データセット評価
モデル選択手法
リスク評価手法

Automated Security Assessment for the Internet of Things

Authors: Xuanyu Duan, Mengmeng Ge, Triet H. M. Le, Faheem Ullah, Shang Gao, Xuequan Lu, M. Ali Babar | Published: 2021-09-09
リスク評価手法
機械学習
脆弱性検出

Knowledge mining of unstructured information: application to cyber-domain

Authors: Tuomas Takko, Kunal Bhattacharya, Martti Lehto, Pertti Jalasvirta, Aapo Cederberg, Kimmo Kaski | Published: 2021-09-08 | Updated: 2022-08-01
リスク評価手法
情報抽出手法
知識グラフ

Formalizing Distribution Inference Risks

Authors: Anshuman Suri, David Evans | Published: 2021-06-07 | Updated: 2021-09-24
サイバー脅威
プロパティ推論攻撃
リスク評価手法

Statistical inference for individual fairness

Authors: Subha Maity, Songkai Xue, Mikhail Yurochkin, Yuekai Sun | Published: 2021-03-30
リスク評価手法
公平性評価
最適化手法

Modeling Multivariate Cyber Risks: Deep Learning Dating Extreme Value Theory

Authors: Mingyue Zhang Wu, Jinzhu Luo, Xing Fang, Maochao Xu, Peng Zhao | Published: 2021-03-15
パフォーマンス評価
リスク評価手法
深層学習技術