Algorithm

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

Privacy-Preserving UCB Decision Process Verification via zk-SNARKs

Authors: Xikun Jiang, He Lyu, Chenhao Ying, Yibin Xu, Boris Düdder, Yuan Luo | Published: 2024-04-18 | Updated: 2024-06-06
Algorithm
Watermarking
Privacy Protection

Large Language Models for Blockchain Security: A Systematic Literature Review

Authors: Zheyuan He, Zihao Li, Sen Yang, He Ye, Ao Qiao, Xiaosong Zhang, Xiapu Luo, Ting Chen | Published: 2024-03-21 | Updated: 2025-03-24
LLM Security
Algorithm
Blockchain Technology

SAP: Corrective Machine Unlearning with Scaled Activation Projection for Label Noise Robustness

Authors: Sangamesh Kodge, Deepak Ravikumar, Gobinda Saha, Kaushik Roy | Published: 2024-03-13 | Updated: 2025-01-02
Algorithm
Watermarking
Label