Algorithm

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

DART: A Principled Approach to Adversarially Robust Unsupervised Domain Adaptation

Authors: Yunjuan Wang, Hussein Hazimeh, Natalia Ponomareva, Alexey Kurakin, Ibrahim Hammoud, Raman Arora | Published: 2024-02-16
Algorithm
Adversarial Training
Watermark Evaluation

ACW: Enhancing Traceability of AI-Generated Codes Based on Watermarking

Authors: Boquan Li, Mengdi Zhang, Peixin Zhang, Jun Sun, Xingmei Wang, Zirui Fu | Published: 2024-02-12 | Updated: 2024-08-21
Algorithm
Watermarking
Watermark Evaluation

Large Language Models are Few-shot Generators: Proposing Hybrid Prompt Algorithm To Generate Webshell Escape Samples

Authors: Mingrui Ma, Lansheng Han, Chunjie Zhou | Published: 2024-02-12 | Updated: 2024-06-05
Algorithm
Algorithm Design
Dataset Generation

Dynamic Incremental Optimization for Best Subset Selection

Authors: Shaogang Ren, Xiaoning Qian | Published: 2024-02-04 | Updated: 2024-12-30
Algorithm
Sparse Model
Optimization Methods

algoXSSF: Detection and analysis of cross-site request forgery (XSRF) and cross-site scripting (XSS) attacks via Machine learning algorithms

Authors: Naresh Kshetri, Dilip Kumar, James Hutson, Navneet Kaur, Omar Faruq Osama | Published: 2024-02-01
Algorithm
Website Vulnerability
Cybersecurity

Unlearnable Algorithms for In-context Learning

Authors: Andrei Muresanu, Anvith Thudi, Michael R. Zhang, Nicolas Papernot | Published: 2024-02-01
Few-Shot Learning
Algorithm
Machine Unlearning

L-AutoDA: Leveraging Large Language Models for Automated Decision-based Adversarial Attacks

Authors: Ping Guo, Fei Liu, Xi Lin, Qingchuan Zhao, Qingfu Zhang | Published: 2024-01-27 | Updated: 2024-05-22
Algorithm
Watermarking
Cyber Attack