Towards Better Statistical Understanding of Watermarking LLMs
Authors: Zhongze Cai, Shang Liu, Hanzhao Wang, Huaiyang Zhong, Xiaocheng Li | Published: 2024-03-19
ウォーターマーキング
Semantic Data Representation for Explainable Windows Malware Detection Models
Authors: Peter Švec, Štefan Balogh, Martin Homola, Ján Kľuka, Tomáš Bisták | Published: 2024-03-18
QuantumLeak: Stealing Quantum Neural Networks from Cloud-based NISQ Machines
Authors: Zhenxiao Fu, Min Yang, Cheng Chu, Yilun Xu, Gang Huang, Fan Chen | Published: 2024-03-16
Backdoor Secrets Unveiled: Identifying Backdoor Data with Optimized Scaled Prediction Consistency
Authors: Soumyadeep Pal, Yuguang Yao, Ren Wang, Bingquan Shen, Sijia Liu | Published: 2024-03-15
A Survey of Source Code Representations for Machine Learning-Based Cybersecurity Tasks
Authors: Beatrice Casey, Joanna C. S. Santos, George Perry | Published: 2024-03-15
SocialGenPod: Privacy-Friendly Generative AI Social Web Applications with Decentralised Personal Data Stores
Authors: Vidminas Vizgirda, Rui Zhao, Naman Goel | Published: 2024-03-15
Conformal Predictions for Probabilistically Robust Scalable Machine Learning Classification
Authors: Alberto Carlevaro, Teodoro Alamo Cantarero, Fabrizio Dabbene, Maurizio Mongelli | Published: 2024-03-15
NetBench: A Large-Scale and Comprehensive Network Traffic Benchmark Dataset for Foundation Models
Authors: Chen Qian, Xiaochang Li, Qineng Wang, Gang Zhou, Huajie Shao | Published: 2024-03-15 | Updated: 2024-03-19
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
Towards Independence Criterion in Machine Unlearning of Features and Labels
Authors: Ling Han, Nanqing Luo, Hao Huang, Jing Chen, Mary-Anne Hartley | Published: 2024-03-12