文献データベース

Practical Adversarial Attacks on Spatiotemporal Traffic Forecasting Models

Authors: Fan Liu, Hao Liu, Wenzhao Jiang | Published: 2022-10-05
敵対的攻撃手法
時間に関連する特徴
深層学習手法

Split Federated Learning on Micro-controllers: A Keyword Spotting Showcase

Authors: Jingtao Li, Runcong Kuang | Published: 2022-10-04
フレームワーク
モデル設計
深層学習手法

On the Robustness of Deep Clustering Models: Adversarial Attacks and Defenses

Authors: Anshuman Chhabra, Ashwin Sekhari, Prasant Mohapatra | Published: 2022-10-04
クラスタリング手法
ポイズニング
攻撃手法

Recycling Scraps: Improving Private Learning by Leveraging Intermediate Checkpoints

Authors: Virat Shejwalkar, Arun Ganesh, Rajiv Mathews, Yarong Mu, Shuang Song, Om Thakkar, Abhradeep Thakurta, Xinyi Zheng | Published: 2022-10-04 | Updated: 2024-09-17
プライバシー保護手法
プライバシー評価
深層学習手法

Lightweight Strategy for XOR PUFs as Security Primitives for Resource-constrained IoT device

Authors: Gaoxiang Li, Khalid T. Mursi, Yu Zhuang | Published: 2022-10-04
FPGA
モデル設計
性能評価指標

Certified Data Removal in Sum-Product Networks

Authors: Alexander Becker, Thomas Liebig | Published: 2022-10-04
データ保護手法
プライバシー保護手法
プライバシー評価

NeuDep: Neural Binary Memory Dependence Analysis

Authors: Kexin Pei, Dongdong She, Michael Wang, Scott Geng, Zhou Xuan, Yaniv David, Junfeng Yang, Suman Jana, Baishakhi Ray | Published: 2022-10-04
メモリ管理手法
モデル設計
動的分析手法

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