Nate Mathews

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 13

Top Topics

Mahalanobis Metric

Metric Learning

Top Venues

Proc. Priv. Enhancing Technol.

IEEE Symposium on Security and Privacy

Publications

Hyojin Kim, Minji Jo, Jiwoo Hong, Hosung Kang, Nate Mathews, Se Eun Oh
WhisperVoiceTrace: A Comprehensive Analysis of Voice Command Fingerprinting. AsiaCCS (2024)
Tisha Chawla, Shubh Mittal, Nate Mathews, Matthew Wright
ESPRESSO: Advanced End-to-End Flow Correlation Attacks on Tor. APNet (2024)
Nate Mathews, James K. Holland, Se Eun Oh, Mohammad Saidur Rahman, Nicholas Hopper, Matthew Wright
SoK: A Critical Evaluation of Efficient Website Fingerprinting Defenses. SP (2023)
Se Eun Oh, Taiji Yang, Nate Mathews, James K. Holland, Mohammad Saidur Rahman, Nicholas Hopper, Matthew Wright
DeepCoFFEA: Improved Flow Correlation Attacks on Tor via Metric Learning and Amplification. IEEE Symposium on Security and Privacy (2022)
Se Eun Oh, Nate Mathews, Mohammad Saidur Rahman, Matthew Wright, Nicholas Hopper
GANDaLF: GAN for Data-Limited Fingerprinting. Proc. Priv. Enhancing Technol. 2021 (2) (2021)
Mohammad Saidur Rahman, Mohsen Imani, Nate Mathews, Matthew Wright
Mockingbird: Defending Against Deep-Learning-Based Website Fingerprinting Attacks With Adversarial Traces. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Jack Hyland, Conrad Schneggenburger, Nick Lim, Jake Ruud, Nate Mathews, Matthew Wright
What a SHAME: Smart Assistant Voice Command Fingerprinting Utilizing Deep Learning. WPES@CCS (2021)
Mohammad Saidur Rahman, Payap Sirinam, Nate Mathews, Kantha Girish Gangadhara, Matthew Wright
Tik-Tok: The Utility of Packet Timing in Website Fingerprinting Attacks. Proc. Priv. Enhancing Technol. 2020 (3) (2020)
Mohsen Imani, Mohammad Saidur Rahman, Nate Mathews, Aneesh Yogesh Joshi, Matthew Wright
Adv-DWF: Defending Against Deep-Learning-Based Website Fingerprinting Attacks with Adversarial Traces. CoRR (2019)
Nate Mathews, Mohammad Saidur Rahman, Matthew Wright
Poster: Evaluating Security Metrics for Website Fingerprinting. CCS (2019)
Payap Sirinam, Nate Mathews, Mohammad Saidur Rahman, Matthew Wright
Triplet Fingerprinting: More Practical and Portable Website Fingerprinting with N-shot Learning. CCS (2019)
Mohammad Saidur Rahman, Nate Mathews, Matthew Wright
Poster: Video Fingerprinting in Tor. CCS (2019)
Mohammad Saidur Rahman, Payap Sirinam, Nate Mathews, Kantha Girish Gangadhara, Matthew Wright
Tik-Tok: The Utility of Packet Timing in Website Fingerprinting Attacks. CoRR (2019)