Watermarking

Sparse and Transferable Universal Singular Vectors Attack

Authors: Kseniia Kuvshinova, Olga Tsymboi, Ivan Oseledets | Published: 2024-01-25
Watermarking
Adversarial Attack Detection
Optimization Methods

Predicting SSH keys in Open SSH Memory dumps

Authors: Florian Rascoussier | Published: 2024-01-24
Watermarking
Data Preprocessing
Memory Management Method

Beimingwu: A Learnware Dock System

Authors: Zhi-Hao Tan, Jian-Dong Liu, Xiao-Dong Bi, Peng Tan, Qin-Cheng Zheng, Hai-Tian Liu, Yi Xie, Xiao-Chuan Zou, Yang Yu, Zhi-Hua Zhou | Published: 2024-01-24
Beimingwu System
Watermarking
Efficient Resolution of Learning Tasks

MAPPING: Debiasing Graph Neural Networks for Fair Node Classification with Limited Sensitive Information Leakage

Authors: Ying Song, Balaji Palanisamy | Published: 2024-01-23 | Updated: 2025-01-26
Watermarking
Bias
Membership Inference

Wasserstein Differential Privacy

Authors: Chengyi Yang, Jiayin Qi, Aimin Zhou | Published: 2024-01-23
Watermarking
Privacy Protection Method
Watermark Evaluation

Text Embedding Inversion Security for Multilingual Language Models

Authors: Yiyi Chen, Heather Lent, Johannes Bjerva | Published: 2024-01-22 | Updated: 2024-06-05
Watermarking
Membership Inference
Model Performance Evaluation

Machine learning-based network intrusion detection for big and imbalanced data using oversampling, stacking feature embedding and feature extraction

Authors: Md. Alamin Talukder, Md. Manowarul Islam, Md Ashraf Uddin, Khondokar Fida Hasan, Selina Sharmin, Salem A. Alyami, Mohammad Ali Moni | Published: 2024-01-22
Watermarking
Model Performance Evaluation
Intrusion Detection System

Instructional Fingerprinting of Large Language Models

Authors: Jiashu Xu, Fei Wang, Mingyu Derek Ma, Pang Wei Koh, Chaowei Xiao, Muhao Chen | Published: 2024-01-21 | Updated: 2024-04-03
Watermarking
Fingerprinting Method
Model Performance Evaluation

Real-Time Zero-Day Intrusion Detection System for Automotive Controller Area Network on FPGAs

Authors: Shashwat Khandelwal, Shreejith Shanker | Published: 2024-01-19
Watermarking
Intrusion Detection System
Vehicle Network Security

PuriDefense: Randomized Local Implicit Adversarial Purification for Defending Black-box Query-based Attacks

Authors: Ping Guo, Zhiyuan Yang, Xi Lin, Qingchuan Zhao, Qingfu Zhang | Published: 2024-01-19
Watermarking
Adversarial attack
Defense Method