SOA Security Architecture Development
Budget: $250 – $750 USD
The project is related to Service-Oriented Architecture (SOA) and web-service environments, with a focus on protecting service performance and availability using a QoS-aware intrusion detection framework. The work involves detecting malicious traffic that affects service quality, such as denial-of-service, brute-force, and other intrusion behaviors, using machine learning and flow-based network analysis.
And for the freelancer, write this:
What I need in the technical person:
I need a technical freelancer who has strong knowledge in:
• Service-Oriented Architecture (SOA) or web-service systems
• Network security and intrusion detection
• Machine learning / anomaly detection
• Python and scientific implementation
• Data preprocessing, feature engineering, and dataset harmonization
• Working with cybersecurity datasets and model evaluation
• API-based or deployment-oriented implementation
• Understanding research papers and converting methodology into practical code
And for the freelancer, write this:
What I need in the technical person:
I need a technical freelancer who has strong knowledge in:
• Service-Oriented Architecture (SOA) or web-service systems
• Network security and intrusion detection
• Machine learning / anomaly detection
• Python and scientific implementation
• Data preprocessing, feature engineering, and dataset harmonization
• Working with cybersecurity datasets and model evaluation
• API-based or deployment-oriented implementation
• Understanding research papers and converting methodology into practical code