No Prior, No Leakage: Revisiting Reconstruction Attacks in Trained Neural Networks
Authors: Yehonatan Refael, Guy Smorodinsky, Ofir Lindenbaum, Itay Safran | Published: 2025-09-25
トレーニングデータ生成
Multistatic-Radar RCS-Signature Recognition of Aerial Vehicles: A Bayesian Fusion Approach
Authors: Michael Potter, Murat Akcakaya, Marius Necsoiu, Gunar Schirner, Deniz Erdogmus, Tales Imbiriba | Published: 2024-02-28 | Updated: 2024-08-16
DPMLBench: Holistic Evaluation of Differentially Private Machine Learning
Authors: Chengkun Wei, Minghu Zhao, Zhikun Zhang, Min Chen, Wenlong Meng, Bo Liu, Yuan Fan, Wenzhi Chen | Published: 2023-05-10 | Updated: 2023-10-14
Few-shot Weakly-supervised Cybersecurity Anomaly Detection
Authors: Rahul Kale, Vrizlynn L. L. Thing | Published: 2023-04-15
DRL-GAN: A Hybrid Approach for Binary and Multiclass Network Intrusion Detection
Authors: Caroline Strickland, Chandrika Saha, Muhammad Zakar, Sareh Nejad, Noshin Tasnim, Daniel Lizotte, Anwar Haque | Published: 2023-01-05
Assaying Out-Of-Distribution Generalization in Transfer Learning
Authors: Florian Wenzel, Andrea Dittadi, Peter Vincent Gehler, Carl-Johann Simon-Gabriel, Max Horn, Dominik Zietlow, David Kernert, Chris Russell, Thomas Brox, Bernt Schiele, Bernhard Schölkopf, Francesco Locatello | Published: 2022-07-19 | Updated: 2022-10-21
Towards Automated Classification of Attackers’ TTPs by combining NLP with ML Techniques
Authors: Clemens Sauerwein, Alexander Pfohl | Published: 2022-07-18
EBM Life Cycle: MCMC Strategies for Synthesis, Defense, and Density Modeling
Authors: Mitch Hill, Jonathan Mitchell, Chu Chen, Yuan Du, Mubarak Shah, Song-Chun Zhu | Published: 2022-05-24
Online Encrypted Skype Identification Based on an Updating Mechanism
Authors: Shi Dong | Published: 2022-03-23
Dazzle: Using Optimized Generative Adversarial Networks to Address Security Data Class Imbalance Issue
Authors: Rui Shu, Tianpei Xia, Laurie Williams, Tim Menzies | Published: 2022-03-22 | Updated: 2022-05-02