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A survey on encrypted network traffic analysis applications, techniques, and countermeasures
The adoption of network traffic encryption is continually growing. Popular applications use
encryption protocols to secure communications and protect the privacy of users. In addition …
encryption protocols to secure communications and protect the privacy of users. In addition …
CETAnalytics: Comprehensive effective traffic information analytics for encrypted traffic classification
Encrypted traffic classification is of great significance for advanced network services. Though
encryption methods seem unbroken in protecting users' privacy, existing studies have …
encryption methods seem unbroken in protecting users' privacy, existing studies have …
Network intrusion detection in encrypted traffic
Traditional signature-based intrusion detection systems inspect packet headers and
payloads to report any malicious or abnormal traffic behavior that is observed in the network …
payloads to report any malicious or abnormal traffic behavior that is observed in the network …
CNN-based anomaly detection for packet payloads of industrial control system
Industrial control systems (ICSs) are more vulnerable to cyber threats owing to their network
connectivity. The intrusion detection system (IDS) has been deployed to detect sophisticated …
connectivity. The intrusion detection system (IDS) has been deployed to detect sophisticated …
When free tier becomes free to enter: A non-intrusive way to identify security cameras with no cloud subscription
Wireless security cameras may deter intruders. Accompanying the hardware, consumers
may pay recurring monthly fees for recording videos to the cloud, or use the free tier offering …
may pay recurring monthly fees for recording videos to the cloud, or use the free tier offering …
[HTML][HTML] Acceleration of intrusion detection in encrypted network traffic using heterogeneous hardware
More than 75% of Internet traffic is now encrypted, and this percentage is constantly
increasing. The majority of communications are secured using common encryption protocols …
increasing. The majority of communications are secured using common encryption protocols …
MBTree: Detecting encryption RATs communication using malicious behavior tree
C Dong, Z Lu, Z Cui, B Liu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Network trace signature matching is one reliable approach to detect active Remote Control
Trojan,(RAT). Compared to statistical-based detection of malicious network traces in the face …
Trojan,(RAT). Compared to statistical-based detection of malicious network traces in the face …
Pump up the JARM: Studying the evolution of Botnets using active TLS fingerprinting
The growing adoption of network encryption protocols, like TLS, has altered the scene of
monitoring network traffic. With the advent increase in network encryption, typical DPI …
monitoring network traffic. With the advent increase in network encryption, typical DPI …
Unmasking the Internet: A Survey of Fine-Grained Network Traffic Analysis
Fine-grained traffic analysis (FGTA), as an advanced form of traffic analysis (TA), aims to
analyze network traffic to deduce fine-grained information on or above the application layer …
analyze network traffic to deduce fine-grained information on or above the application layer …
Classifying and tracking enterprise assets via dual-grained network behavioral analysis
Enterprise networks continue to grow in scale and complexity, encompassing a wide range
of Internet-connected end-points including web servers/proxies, DNS/VPN/mail servers, and …
of Internet-connected end-points including web servers/proxies, DNS/VPN/mail servers, and …