AI-Cybersecurity Project
一名即将毕业的大学生计划开发一个网络安全产品,利用Drain3实时解析多源日志并添加语义嵌入功能,以检测异常如内部威胁和数据泄露,并通过告警和因果图帮助管理员追踪问题。该产品旨在满足小型初创公司的需求。 2025-7-26 13:18:55 Author: www.reddit.com(查看原文) 阅读量:11 收藏

Hii there! I'm a college student currently in my final year and would love to develop a project/product that would be useful in the cybersecurity  domain. However I don't have much access to the real pain points faced by cybersecurity professionals. Here's what I have understood. 

  1. Logs are crucial for analysis/threat detection/anomaly detection

  2. Logs are huge amount of textual data 

  3. IT professionals might find it hard to trace these large amount of logs when something goes wrong

I would love to create a product that would make this process easier. The proposed product would:

  1. Parse large amount of logs in real-time from various sources using Drain3 and also would add a semantic embedding phase to it

  2. Try to detect anomalies in the logs to find insider threats / data leakage etc (still working on the implementation)

  3. Alert the admin and provide a casual graph to trace the issue. 

Does this sound like a product  I can sell to small startups that don't have a large IT infra to make it easier to spot threats faster?

Kindly correct me if I have made any mistakes in my assumptions. Thank you so much for our time


文章来源: https://www.reddit.com/r/netsecstudents/comments/1m9t5nc/aicybersecurity_project/
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