Search Results for author: Nate Mathews

Found 2 papers, 2 papers with code

Tik-Tok: The Utility of Packet Timing in Website Fingerprinting Attacks

1 code implementation18 Feb 2019 Mohammad Saidur Rahman, Payap Sirinam, Nate Mathews, Kantha Girish Gangadhara, Matthew Wright

To further investigate the value of timing information, we perform an information leakage analysis on our proposed handcrafted features.

Website Fingerprinting Attacks Cryptography and Security

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

1 code implementation18 Feb 2019 Mohsen Imani, Mohammad Saidur Rahman, Nate Mathews, Matthew Wright

Since the attacker gets to design his classifier based on the defense design, we first demonstrate that at least one technique for generating adversarial-example based traces fails to protect against an attacker using adversarial training for robust classification.

Website Fingerprinting Defense Cryptography and Security

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