Exploring Real-Time DDoS Detection with Timeplus and OpenAI
Kevin Liu, a fourth-year UCLA student and intern at Timeplus, aims to enhance cybersecurity through AI. His innovative approach employs Timeplus, a real-time streaming analytics platform, combined with OpenAI’s powerful large language models (LLMs) for DDoS attack detection.
Key Highlights:
- Real-Time Analytics: Timeplus simplifies stream processing with a user-friendly SQL interface, covering the entire data analysis lifecycle.
- DDoS Attack Detection: Utilizing SQL queries, Kevin can efficiently identify DDoS patterns using LLMs that learn from prior attacks with high accuracy (up to 90%).
- Advanced Integration: By merging LLMs’ reasoning capabilities with Timeplus’s real-time processing, Kevin designs a comprehensive detection system that blocks threats instantly.
This promising solution not only addresses current cybersecurity challenges but also sets the stage for broader applications in finance and beyond.
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