AIセキュリティポータルbot

Adversarial Examples Detection with Bayesian Neural Network

Authors: Yao Li, Tongyi Tang, Cho-Jui Hsieh, Thomas C. M. Lee | Published: 2021-05-18 | Updated: 2024-02-23
パフォーマンス評価
敵対的サンプル
敵対的攻撃検出

On the Robustness of Domain Constraints

Authors: Ryan Sheatsley, Blaine Hoak, Eric Pauley, Yohan Beugin, Michael J. Weisman, Patrick McDaniel | Published: 2021-05-18 | Updated: 2021-11-07
データ整合性制約
メンバーシップ推論
敵対的学習

RAIDER: Reinforcement-aided Spear Phishing Detector

Authors: Keelan Evans, Alsharif Abuadbba, Tingmin Wu, Kristen Moore, Mohiuddin Ahmed, Ganna Pogrebna, Surya Nepal, Mike Johnstone | Published: 2021-05-17 | Updated: 2023-01-03
フィッシング攻撃
深層強化学習
特徴選択手法

Improving Vulnerability Prediction of JavaScript Functions Using Process Metrics

Authors: Tamás Viszkok, Péter Hegedűs, Rudolf Ferenc | Published: 2021-05-16
クラス不均衡
モデル選択
脆弱性管理

Undistillable: Making A Nasty Teacher That CANNOT teach students

Authors: Haoyu Ma, Tianlong Chen, Ting-Kuei Hu, Chenyu You, Xiaohui Xie, Zhangyang Wang | Published: 2021-05-16
敵対的学習
深層学習技術
自己教師あり学習

Real-time Detection of Practical Universal Adversarial Perturbations

Authors: Kenneth T. Co, Luis Muñoz-González, Leslie Kanthan, Emil C. Lupu | Published: 2021-05-16 | Updated: 2021-05-22
UAPトレーニング手法
敵対的攻撃検出
防御メカニズム

Cybersecurity Anomaly Detection in Adversarial Environments

Authors: David A. Bierbrauer, Alexander Chang, Will Kritzer, Nathaniel D. Bastian | Published: 2021-05-14 | Updated: 2021-11-02
MLベースのIDS
モデル選択
敵対的学習

Privacy Inference Attacks and Defenses in Cloud-based Deep Neural Network: A Survey

Authors: Xiaoyu Zhang, Chao Chen, Yi Xie, Xiaofeng Chen, Jun Zhang, Yang Xiang | Published: 2021-05-13
プライバシー保護メカニズム
ポイズニング
メンバーシップ推論

PassFlow: Guessing Passwords with Generative Flows

Authors: Giulio Pagnotta, Dorjan Hitaj, Fabio De Gaspari, Luigi V. Mancini | Published: 2021-05-13 | Updated: 2021-12-14
パスワード推測
パフォーマンス評価
生成モデル

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