Algorithm Design

An Algorithm for Persistent Homology Computation Using Homomorphic Encryption

Authors: Dominic Gold, Koray Karabina, Francis C. Motta | Published: 2023-07-04
Algorithm Design
Computational Complexity
Watermark Robustness
2023.07.04 2025.05.28
Literature Database

Approximate, Adapt, Anonymize (3A): a Framework for Privacy Preserving Training Data Release for Machine Learning

Authors: Tamas Madl, Weijie Xu, Olivia Choudhury, Matthew Howard | Published: 2023-07-04
Algorithm Design
Dataset Generation
Data Obfuscation
2023.07.04 2025.05.28
Literature Database

New intelligent defense systems to reduce the risks of Selfish Mining and Double-Spending attacks using Learning Automata

Authors: Seyed Ardalan Ghoreishi, Mohammad Reza Meybodi | Published: 2023-07-02 | Updated: 2024-03-08
Algorithm Design
Security Assurance
Reinforcement Learning Environment
2023.07.02 2025.05.28
Literature Database

Locally Differentially Private Distributed Online Learning with Guaranteed Optimality

Authors: Ziqin Chen, Yongqiang Wang | Published: 2023-06-25 | Updated: 2024-08-23
Algorithm Design
Privacy Protection
Convergence Guarantee
2023.06.25 2025.05.28
Literature Database

Machine Learning needs Better Randomness Standards: Randomised Smoothing and PRNG-based attacks

Authors: Pranav Dahiya, Ilia Shumailov, Ross Anderson | Published: 2023-06-24 | Updated: 2024-02-10
Algorithm Design
Adversarial attack
Statistical Testing
2023.06.24 2025.05.28
Literature Database

Decentralized Online Federated G-Network Learning for Lightweight Intrusion Detection

Authors: Mert Nakıp, Baran Can Gül, Erol Gelenbe | Published: 2023-06-22 | Updated: 2023-11-28
Algorithm Design
Malware Detection Method
Federated Learning
2023.06.22 2025.05.28
Literature Database

Using Topological Data Analysis to classify Encrypted Bits

Authors: Jayati Kaushik, Aaruni Kaushik, Upasana Parashar | Published: 2023-01-18
Algorithm Design
Machine Learning
Image Forensics
2023.01.18 2025.05.28
Literature Database

Reconstructing Training Data from Model Gradient, Provably

Authors: Zihan Wang, Jason D. Lee, Qi Lei | Published: 2022-12-07 | Updated: 2023-06-10
Algorithm Design
Privacy Risk Management
Reconstruction Durability
2022.12.07 2025.05.28
Literature Database

Pareto Regret Analyses in Multi-objective Multi-armed Bandit

Authors: Mengfan Xu, Diego Klabjan | Published: 2022-12-01 | Updated: 2023-05-30
Algorithm Design
Online Learning
Optimization Problem
2022.12.01 2025.05.28
Literature Database

Targets in Reinforcement Learning to solve Stackelberg Security Games

Authors: Saptarashmi Bandyopadhyay, Chenqi Zhu, Philip Daniel, Joshua Morrison, Ethan Shay, John Dickerson | Published: 2022-11-30
Algorithm Design
Stacking Model
Security Assurance
2022.11.30 2025.05.28
Literature Database
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