Teacher Model Fingerprinting Attacks Against Transfer Learning
Authors: Yufei Chen, Chao Shen, Cong Wang, Yang Zhang | Published: 2021-06-23 | Updated: 2022-06-23
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Preventing Machine Learning Poisoning Attacks Using Authentication and Provenance
Authors: Jack W. Stokes, Paul England, Kevin Kane | Published: 2021-05-20
Simple Transparent Adversarial Examples
Authors: Jaydeep Borkar, Pin-Yu Chen | Published: 2021-05-20
Balboa: Bobbing and Weaving around Network Censorship
Authors: Marc B. Rosen, James Parker, Alex J. Malozemoff | Published: 2021-04-13
MalBERT: Using Transformers for Cybersecurity and Malicious Software Detection
Authors: Abir Rahali, Moulay A. Akhloufi | Published: 2021-03-05
A Zeroth-Order Block Coordinate Descent Algorithm for Huge-Scale Black-Box Optimization
Authors: HanQin Cai, Yuchen Lou, Daniel McKenzie, Wotao Yin | Published: 2021-02-21 | Updated: 2021-06-11
A flow-based IDS using Machine Learning in eBPF
Authors: Maximilian Bachl, Joachim Fabini, Tanja Zseby | Published: 2021-02-19 | Updated: 2022-03-04
ppAURORA: Privacy Preserving Area Under Receiver Operating Characteristic and Precision-Recall Curves
Authors: Ali Burak Ünal, Nico Pfeifer, Mete Akgün | Published: 2021-02-17 | Updated: 2023-06-15
SK-Tree: a systematic malware detection algorithm on streaming trees via the signature kernel
Authors: Thomas Cochrane, Peter Foster, Varun Chhabra, Maud Lemercier, Cristopher Salvi, Terry Lyons | Published: 2021-02-16 | Updated: 2021-09-29
Saving Stochastic Bandits from Poisoning Attacks via Limited Data Verification
Authors: Anshuka Rangi, Long Tran-Thanh, Haifeng Xu, Massimo Franceschetti | Published: 2021-02-15 | Updated: 2022-05-03