性能評価指標

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

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

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

Unifying Gradients to Improve Real-world Robustness for Deep Networks

Authors: Yingwen Wu, Sizhe Chen, Kun Fang, Xiaolin Huang | Published: 2022-08-12 | Updated: 2023-08-24
ロバスト性評価
性能評価指標
攻撃手法

Verifiable Encodings for Secure Homomorphic Analytics

Authors: Sylvain Chatel, Christian Knabenhans, Apostolos Pyrgelis, Carmela Troncoso, Jean-Pierre Hubaux | Published: 2022-07-28 | Updated: 2024-06-04
プライバシー手法
性能評価指標
評価手法

HyperImpute: Generalized Iterative Imputation with Automatic Model Selection

Authors: Daniel Jarrett, Bogdan Cebere, Tennison Liu, Alicia Curth, Mihaela van der Schaar | Published: 2022-06-15
アルゴリズム
ハイパーパラメータ調整
性能評価指標

Reconstructing Training Data from Trained Neural Networks

Authors: Niv Haim, Gal Vardi, Gilad Yehudai, Ohad Shamir, Michal Irani | Published: 2022-06-15 | Updated: 2022-12-05
ハイパーパラメータ調整
性能評価指標
敵対的学習

Learn to Adapt: Robust Drift Detection in Security Domain

Authors: Aditya Kuppa, Nhien-An Le-Khac | Published: 2022-06-15
ドリフト検出手法
性能評価指標
敵対的学習

FedSA: Accelerating Intrusion Detection in Collaborative Environments with Federated Simulated Annealing

Authors: Helio N. Cunha Neto, Ivana Dusparic, Diogo M. F. Mattos, Natalia C. Fernandes | Published: 2022-05-23
収束特性
性能評価指標
損失関数

Threat Detection for General Social Engineering Attack Using Machine Learning Techniques

Authors: Zuoguang Wang, Yimo Ren, Hongsong Zhu, Limin Sun | Published: 2022-03-15 | Updated: 2022-03-17
データセット評価
性能評価指標
特徴選択手法