モデル性能評価

Facebook Report on Privacy of fNIRS data

Authors: Md Imran Hossen, Sai Venkatesh Chilukoti, Liqun Shan, Vijay Srinivas Tida, Xiali Hei | Published: 2024-01-01
プライバシー保護手法
モデル性能評価
連合学習

Differentially Private Low-Rank Adaptation of Large Language Model Using Federated Learning

Authors: Xiao-Yang Liu, Rongyi Zhu, Daochen Zha, Jiechao Gao, Shan Zhong, Matt White, Meikang Qiu | Published: 2023-12-29 | Updated: 2024-06-02
プライバシー保護手法
モデル性能評価
連合学習

Anticipated Network Surveillance — An extrapolated study to predict cyber-attacks using Machine Learning and Data Analytics

Authors: Aviral Srivastava, Dhyan Thakkar, Sharda Valiveti, Pooja Shah, Gaurang Raval | Published: 2023-12-27
データセット生成
モデル性能評価
文献リスト

A Learning oriented DLP System based on Classification Model

Authors: Kishu Gupta, Ashwani Kush | Published: 2023-12-21
データ保護手法
データ前処理
モデル性能評価

Towards an in-depth detection of malware using distributed QCNN

Authors: Tony Quertier, Grégoire Barrué | Published: 2023-12-19
アルゴリズム
モデル性能評価
量子機械学習

EncryIP: A Practical Encryption-Based Framework for Model Intellectual Property Protection

Authors: Xin Mu, Yu Wang, Zhengan Huang, Junzuo Lai, Yehong Zhang, Hui Wang, Yue Yu | Published: 2023-12-19
ウォーターマーキング
モデル性能評価
透かしの耐久性

SAME: Sample Reconstruction against Model Extraction Attacks

Authors: Yi Xie, Jie Zhang, Shiqian Zhao, Tianwei Zhang, Xiaofeng Chen | Published: 2023-12-17 | Updated: 2024-01-08
ウォーターマーキング
モデル性能評価
モデル抽出攻撃

Forcing Generative Models to Degenerate Ones: The Power of Data Poisoning Attacks

Authors: Shuli Jiang, Swanand Ravindra Kadhe, Yi Zhou, Ling Cai, Nathalie Baracaldo | Published: 2023-12-07
LLMセキュリティ
ポイズニング攻撃
モデル性能評価

A Unified Hardware-based Threat Detector for AI Accelerators

Authors: Xiaobei Yan, Han Qiu, Tianwei Zhang | Published: 2023-11-28
FPGA
サイバーセキュリティ
モデル性能評価

Continuous Authentication Using Mouse Clickstream Data Analysis

Authors: Sultan Almalki, Prosenjit Chatterjee, Kaushik Roy | Published: 2023-11-23
モデル性能評価
ユーザー認証システム
透かし評価