Performance Evaluation Metrics

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 Protection Method
Performance Evaluation Metrics
Intellectual Property Protection

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

Authors: Ali Abdullah S. AlQahtani, Nazim Choudhury | Published: 2022-10-01
Performance Evaluation Metrics
Time-Related Features
Feature Importance Analysis

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
Data Protection Method
User Authentication System
Performance Evaluation Metrics

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
Robustness Evaluation
Performance Evaluation Metrics
Attack Method

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
Privacy Technique
Performance Evaluation Metrics
Evaluation Method

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
Algorithm
Hyperparameter Tuning
Performance Evaluation Metrics

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
Hyperparameter Tuning
Performance Evaluation Metrics
Adversarial Learning

Learn to Adapt: Robust Drift Detection in Security Domain

Authors: Aditya Kuppa, Nhien-An Le-Khac | Published: 2022-06-15
Drift Detection Method
Performance Evaluation Metrics
Adversarial Learning

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
Convergence Property
Performance Evaluation Metrics
Loss Function

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
Dataset evaluation
Performance Evaluation Metrics
Feature Selection Method