APWF: A Parallel Website Fingerprinting Attack with Attention Mechanism
Source abstract
Abstract
Website fingerprinting (WF) attacks can reveal information about the websites users browse by de-anonymizing encrypted traffic. Traditional website fingerprinting attack models, focusing solely on a single spatial feature, ar... | Find, read and cite all the research you need on Tech Science Press
Source: openalex_inverted_index · Quality: baseline
Research context
OpenAlex topics: Internet Traffic Analysis and Secure E-voting · Advanced Steganography and Watermarking Techniques · Digital Media Forensic Detection
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (20)
Show source-provided references
1. POTA: Privacy-preserving online multi-task assignment with path planning10.1109/TMC.2023.3315324 ↗
2. Achieving privacy-preserving and verifiable support vector machine training in the cloud10.1109/TIFS.2023.3283104 ↗
3. Resource knowledge-driven heterogeneous graph learning for website fingerprinting10.1109/TCCN.2024.3350531 ↗
4. HSWF: Enhancing website fingerprinting attacks on Tor to address real-world distribution mismatch10.1016/j.comnet.2024.110217 ↗
5. A critical evaluation of website fingerprinting attacks
6. SNWF: Website fingerprinting attack by ensembling the snapshot of deep learning10.1109/TIFS.2022.3158086 ↗
7. Website fingerprinting: Attacking popular privacy enhancing technologies with the multinomial naïve-bayes classifier
8. Website fingerprinting in onion routing based anonymization networks
9. Effective attacks and provable defenses for website fingerprinting
10. Website fingerprinting at internet scale
11. Deep fingerprinting: Undermining website fingerprinting defenses with deep learning
12. Toward an efficient website fingerprinting defense
13. Walkie-Talkie: An efficient defense against passive website fingerprinting attacks
14. S. Bhat, D. Lu, A. Kwon, and S. Devadas, “Var-CNN: A data-efficient website fingerprinting attack based on deep learning,” 2018, arXiv:1802.10215.10.2478/popets-2019-0070 ↗
15. Triplet fingerprinting: More practical and portable website fingerprinting with n-shot learning
16. Adaptive fingerprinting: Website fingerprinting over few encrypted traffic
17. Automated multi-tab website fingerprinting attack
18. Scheme for identifying malware traffic with TLS data based on machine learning
19. V. Rimmer, D. Preuveneers, M. Juarez, T. Van Goethem, and W. Joosen, “Automated website fingerprinting through deep learning,” 2017, arXiv:1708.06376.10.14722/ndss.2018.23105 ↗
20. High precision open-world website fingerprinting