Nate Mathews

Triplet Fingerprinting: More Practical and Portable Website Fingerprinting with N-shot Learning

Payap Sirinam, Nate Mathews, Mohammad Saidur Rahman et al. · 2019 · 209 citations · Full text

Engineering, Machine Learning, Information Security +20

SoK: A Critical Evaluation of Efficient Website Fingerprinting Defenses

Nate Mathews, James K Holland, Se Eun Oh et al. · 2023 · 47 citations

Engineering, Encrypted Traffic, Evasion Technique +18

GANDaLF: GAN for Data-Limited Fingerprinting

Se Eun Oh, Nate Mathews, Mohammad Saidur Rahman et al. · Proceedings on Privacy Enhancing Technologies · 2021 · 46 citations · Full text

Triplet Fingerprinting, Image Analysis, Machine Vision +15

DeepCoFFEA: Improved Flow Correlation Attacks on Tor via Metric Learning and Amplification

Se Eun Oh, Taiji Yang, Nate Mathews et al. · 2022 IEEE Symposium on Security and Privacy (SP) · 2022 · 40 citations

Internet Traffic Analysis, Engineering, Information Security +21

Mockingbird: Defending Against Deep-Learning-Based Website Fingerprinting Attacks With Adversarial Traces

Mohammad Saidur Rahman, Mohsen Imani, Nate Mathews et al. · IEEE Transactions on Information Forensics and Security · 2020 · 11 citations · Full text

Engineering, Machine Learning, Evasion Technique +18