Algorithm

Quantum Clustering for Cybersecurity

Authors: Walid El Maouaki, Nouhaila Innan, Alberto Marchisio, Taoufik Said, Mohamed Bennai, Muhammad Shafique | Published: 2024-08-05
Algorithm
Cybersecurity
Quantum Framework

Verification of Machine Unlearning is Fragile

Authors: Binchi Zhang, Zihan Chen, Cong Shen, Jundong Li | Published: 2024-08-01
Algorithm
Model Performance Evaluation
Computational Efficiency

A Hybrid Federated Kernel Regularized Least Squares Algorithm

Authors: Celeste Damiani, Yulia Rodina, Sergio Decherchi | Published: 2024-07-24
Algorithm
Watermarking
Computational Efficiency

Contrastive explainable clustering with differential privacy

Authors: Dung Nguyen, Ariel Vetzler, Sarit Kraus, Anil Vullikanti | Published: 2024-06-07
Algorithm
Watermarking
Privacy Protection Method

Large Language Models as Carriers of Hidden Messages

Authors: Jakub Hoscilowicz, Pawel Popiolek, Jan Rudkowski, Jedrzej Bieniasz, Artur Janicki | Published: 2024-06-04 | Updated: 2025-05-05
Algorithm
Fingerprinting Method
Watermark Design

Efficient Black-box Adversarial Attacks via Bayesian Optimization Guided by a Function Prior

Authors: Shuyu Cheng, Yibo Miao, Yinpeng Dong, Xiao Yang, Xiao-Shan Gao, Jun Zhu | Published: 2024-05-29
Algorithm
Attack Method
Optimization Problem

Can Implicit Bias Imply Adversarial Robustness?

Authors: Hancheng Min, René Vidal | Published: 2024-05-24 | Updated: 2024-06-05
Algorithm
Bias
Adversarial Training

A Simple Solution for Homomorphic Evaluation on Large Intervals

Authors: John Chiang | Published: 2024-05-24
Algorithm
Watermarking
Computational Efficiency

Byzantine-Robust Gossip: Insights from a Dual Approach

Authors: Renaud Gaucher, Hadrien Hendrikx, Aymeric Dieuleveut | Published: 2024-05-06
Algorithm
Convergence Guarantee
Convergence Analysis

Collaborative Heterogeneous Causal Inference Beyond Meta-analysis

Authors: Tianyu Guo, Sai Praneeth Karimireddy, Michael I. Jordan | Published: 2024-04-24
Algorithm
Watermarking
Bias