Home Network Anomaly Detection with Isolation Forest
Budget: $250 – $750 USD
I'm looking for a professional who can develop an Intrusion Detection System (IDS) using the Isolation Forest algorithm. The primary function of this IDS will be to monitor my home network traffic and spot any anomaly activity. The idea is to simulate some attacks with Kali Linux to be detected by the IDS.
Key Requirements:
- Expertise in machine learning, specifically with the Isolation Forest algorithm.
- Proficiency in network security and intrusion detection systems.
- Experience in analyzing network traffic data.
The ideal candidate will have a solid understanding of network traffic patterns and can distinguish between normal and anomalous activity. Your work will greatly contribute to the security of my home network. Please provide examples of similar projects you've completed in your proposal.
Key Requirements:
- Expertise in machine learning, specifically with the Isolation Forest algorithm.
- Proficiency in network security and intrusion detection systems.
- Experience in analyzing network traffic data.
The ideal candidate will have a solid understanding of network traffic patterns and can distinguish between normal and anomalous activity. Your work will greatly contribute to the security of my home network. Please provide examples of similar projects you've completed in your proposal.