AIセキュリティポータルbot

Semisupervised Adversarial Neural Networks for Cyber Security Transfer Learning

Authors: Casey Kneale, Kolia Sadeghi | Published: 2019-07-25
トレーニング手法
敵対的サンプル
敵対的移転性

Anomaly-based Intrusion Detection in Industrial Data with SVM and Random Forests

Authors: Simon D. Duque Anton, Sapna Sinha, Hans Dieter Schotten | Published: 2019-07-24
MLベースのIDS
データ依存性
特徴の相互依存性

Predicting Malicious Insider Threat Scenarios Using Organizational Data and a Heterogeneous Stack-Classifier

Authors: Adam James Hall, Nikolaos Pitropakis, William J Buchanan, Naghmeh Moradpoor | Published: 2019-07-24
サイバー脅威
ユーザー行動分析
悪意のあるプロンプト

Boosting Privately: Privacy-Preserving Federated Extreme Boosting for Mobile Crowdsensing

Authors: Yang Liu, Zhuo Ma, Ximeng Liu, Siqi Ma, Surya Nepal, Robert Deng | Published: 2019-07-24 | Updated: 2020-04-10
セキュリティ保証
プライバシー保護
性能評価

Enhancing Adversarial Example Transferability with an Intermediate Level Attack

Authors: Qian Huang, Isay Katsman, Horace He, Zeqi Gu, Serge Belongie, Ser-Nam Lim | Published: 2019-07-23 | Updated: 2020-02-27
効果的な摂動手法
敵対的サンプル
敵対的移転性

CAMLPAD: Cybersecurity Autonomous Machine Learning Platform for Anomaly Detection

Authors: Ayush Hariharan, Ankit Gupta, Trisha Pal | Published: 2019-07-23
MLベースのIDS
サイバー脅威
データ汚染検出

A Survey on Federated Learning Systems: Vision, Hype and Reality for Data Privacy and Protection

Authors: Qinbin Li, Zeyi Wen, Zhaomin Wu, Sixu Hu, Naibo Wang, Yuan Li, Xu Liu, Bingsheng He | Published: 2019-07-23 | Updated: 2021-12-05
インセンティブ設計
プライバシー保護
フレームワーク

Characterizing Attacks on Deep Reinforcement Learning

Authors: Xinlei Pan, Chaowei Xiao, Warren He, Shuang Yang, Jian Peng, Mingjie Sun, Jinfeng Yi, Zijiang Yang, Mingyan Liu, Bo Li, Dawn Song | Published: 2019-07-21 | Updated: 2022-02-16
敵対的攻撃検出
深層強化学習
物理攻撃

DaiMoN: A Decentralized Artificial Intelligence Model Network

Authors: Surat Teerapittayanon, H. T. Kung | Published: 2019-07-19
データ生成
ブロックチェーン統合
機械学習技術

Robustness properties of Facebook’s ResNeXt WSL models

Authors: A. Emin Orhan | Published: 2019-07-17 | Updated: 2019-12-09
敵対的攻撃手法
深層学習技術
透かし技術