DarknetSec: A novel self-attentive deep learning method for darknet traffic classification and application identification

TSCRNN: A Novel Classification Scheme of Encrypted Traffic Based on Flow Spatiotemporal Features for Efficient Management of IIoT

(2021) Kunda Lin et al.   Computer Networks

Self-attentive deep learning method for online traffic classification and its interpretability

(2021) Guorui Xie et al.   Computer Networks

Unified Deep Learning approach for Efficient Intrusion Detection System using Integrated Spatial–Temporal Features

(2021) P Rajesh Kanna et al.   KNOWLEDGE-BASED SYSTEMS

FlowPic: A Generic Representation for Encrypted Traffic Classification and Applications Identification

(2021) Tal Shapira et al.   IEEE Transactions on Network and Service Management

A communication-channel-based method for detecting deeply camouflaged malicious traffic

(2021) Yong Fang et al.   Computer Networks

Deep transfer learning framework for the identification of malicious activities to combat cyberattack

(2021) Deepak Singh et al.   Future Generation Computer Systems-The International Journal of eScience

CETAnalytics: Comprehensive effective traffic information analytics for encrypted traffic classification

(2020) Cong Dong et al.   Computer Networks

Interpreting network knowledge with attention mechanism for bearing fault diagnosis

(2020) Zhi-bo Yang et al.   APPLIED SOFT COMPUTING

HSTF-Model: An HTTP-based Trojan detection model via the Hierarchical Spatio-temporal Features of Traffics

(2020) Jiang Xie et al.   COMPUTERS & SECURITY

Attention-based bidirectional GRU networks for efficient HTTPS traffic classification

(2020) Xun Liu et al.   INFORMATION SCIENCES

ToRank: Identifying the most influential suspicious domains in the Tor network

(2019) Mhd Wesam Al-Nabki et al.   EXPERT SYSTEMS WITH APPLICATIONS

Identifying IoT devices and events based on packet length from encrypted traffic

(2019) Antônio J. Pinheiro et al.   COMPUTER COMMUNICATIONS

A hybrid deep learning model for efficient intrusion detection in big data environment

(2019) Mohammad Mehedi Hassan et al.   INFORMATION SCIENCES

On data-driven curation, learning, and analysis for inferring evolving internet-of-Things (IoT) botnets in the wild

(2019) Morteza Safaei Pour et al.   COMPUTERS & SECURITY

A Dive into the Dark Web: Hierarchical Traffic Classification of Anonymity Tools

(2019) Antonio Montieri et al.   IEEE Transactions on Network Science and Engineering

Anonymity Services Tor, I2P, JonDonym: Classifying in the Dark (Web)

(2018) Antonio Pescape et al.   IEEE Transactions on Dependable and Secure Computing

Tor anonymous traffic identification based on gravitational clustering

(2017) Zhihong Rao et al.   Peer-to-Peer Networking and Applications

Darknet as a Source of Cyber Intelligence: Survey, Taxonomy, and Characterization

(2016) Claude Fachkha et al.   IEEE Communications Surveys and Tutorials