AIセキュリティポータルbot

An Embarrassingly Simple Approach for Intellectual Property Rights Protection on Recurrent Neural Networks

Authors: Zhi Qin Tan, Hao Shan Wong, Chee Seng Chan | Published: 2022-10-03 | Updated: 2022-10-04
DNN IP保護手法
性能評価指標
知的財産保護

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

DeltaBound Attack: Efficient decision-based attack in low queries regime

Authors: Lorenzo Rossi | Published: 2022-10-01
DNN IP保護手法
モデル抽出攻撃
モデル設計

ML for Location Prediction Using RSSI On WiFi 2.4 GHZ Frequency Band

Authors: Ali Abdullah S. AlQahtani, Nazim Choudhury | Published: 2022-10-01
性能評価指標
時間に関連する特徴
特徴重要度分析

ImpNet: Imperceptible and blackbox-undetectable backdoors in compiled neural networks

Authors: Eleanor Clifford, Ilia Shumailov, Yiren Zhao, Ross Anderson, Robert Mullins | Published: 2022-09-30 | Updated: 2024-03-01
バックドア攻撃
モデル設計

Blockchain-based Monitoring for Poison Attack Detection in Decentralized Federated Learning

Authors: Ranwa Al Mallah, David Lopez | Published: 2022-09-30
ブロックチェーン経済学
ポイズニング
分散学習の効率

Augmentation Backdoors

Authors: Joseph Rance, Yiren Zhao, Ilia Shumailov, Robert Mullins | Published: 2022-09-29
データセット生成
データ生成
バックドア攻撃

No Free Lunch in “Privacy for Free: How does Dataset Condensation Help Privacy”

Authors: Nicholas Carlini, Vitaly Feldman, Milad Nasr | Published: 2022-09-29
データ保護手法
プライバシー評価
モデル設計

Anomaly localization for copy detection patterns through print estimations

Authors: Brian Pulfer, Yury Belousov, Joakim Tutt, Roman Chaban, Olga Taran, Taras Holotyak, Slava Voloshynovskiy | Published: 2022-09-29
データ保護手法
ユーザー認証システム
性能評価指標

A Closer Look at Evaluating the Bit-Flip Attack Against Deep Neural Networks

Authors: Kevin Hector, Mathieu Dumont, Pierre-Alain Moellic, Jean-Max Dutertre | Published: 2022-09-28 | Updated: 2022-09-30
DNN IP保護手法
モデル設計
深層学習手法