Sok: Content moderation for end-to-end encryption
S Scheffler, J Mayer - arXiv preprint arXiv:2303.03979, 2023 - arxiv.org
Popular messaging applications now enable end-to-end-encryption (E2EE) by default, and
E2EE data storage is becoming common. These important advances for security and privacy …
E2EE data storage is becoming common. These important advances for security and privacy …
Is encrypted clienthello a challenge for traffic classification?
D Shamsimukhametov, A Kurapov… - IEEE …, 2022 - ieeexplore.ieee.org
Although the widely-used Transport Layer Security (TLS) protocol hides application data, an
unencrypted part of the TLS handshake, specifically the server name indication (SNI), is a …
unencrypted part of the TLS handshake, specifically the server name indication (SNI), is a …
[PDF][PDF] BSTFNet: An Encrypted Malicious Traffic Classification Method Integrating Global Semantic and Spatiotemporal Features.
H Huang, X Zhang, Y Lu, Z Li… - Computers, Materials & …, 2024 - cdn.techscience.cn
While encryption technology safeguards the security of network communications, malicious
traffic also uses encryption protocols to obscure its malicious behavior. To address the …
traffic also uses encryption protocols to obscure its malicious behavior. To address the …
Fingerprinting the Shadows: Unmasking Malicious Servers with Machine Learning-Powered TLS Analysis
A Theofanous, E Papadogiannaki, A Shevtsov… - Proceedings of the …, 2024 - dl.acm.org
Over the last few years, the adoption of encryption in network traffic has been constantly
increasing. The percentage of encrypted communications worldwide is estimated to exceed …
increasing. The percentage of encrypted communications worldwide is estimated to exceed …
Security Operation Support by Estimating Cyber Attacks Without Traffic Decryption
S Hiruta, I Hosomi, H Hasegawa… - 2023 IEEE 47th Annual …, 2023 - ieeexplore.ieee.org
The use of encrypted communications has become common and now majority on Internet
traffic. Taking advantage of this trend, attackers also use encrypted communications for …
traffic. Taking advantage of this trend, attackers also use encrypted communications for …
A machine learning classification approach to detect TLS-based malware using entropy-based flow set features
Transport Layer Security (TLS) based malware is one of the most hazardous malware types,
as it relies on encryption to conceal connections. Due to the complexity of TLS traffic …
as it relies on encryption to conceal connections. Due to the complexity of TLS traffic …