Interpretable AI for Network Security - IIDS

In today's world, Network and System Security are of paramount importance in the digital communication environment. On par with the developments in technology, many threats have emerged for information security which has worse effects when it comes to sensitive transactions.

Intruders can easily break the walls of the network and can cause many kinds of breaches such as the crash of the networks, Denial Of Service, injecting Malware, etc.,

An Intelligent Intrusion Detection System is built by leveraging the benefits of Machine Learning techniques that detect the intrusion and alerts the respective network administrator. The developed system analyses and predicts the behavior of users which in turn classifies as an anomaly or normal behavior.


Outline/Structure of the Talk


Problem statement


Types of IDS

Research Log

Experiments and Results

Open Research Issues

Learning Outcome

How AI can be used to solve problem in Cyber Security

Target Audience

CIOs, CXOs, CEOs, AI, Data scientists, Network security engineers, IT heads

schedule Submitted 1 year ago

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      Sri Harsha Gajavalli - Fast, Portable and Accurate Neural Networks

      Sri Harsha Gajavalli
      Sri Harsha Gajavalli
      schedule 1 year ago
      Sold Out!
      20 Mins

      Algorithmic optimization techniques to improve network performance, including network compression techniques such as network pruning, low precision, and sparsity. Effective techniques to improve inference speed and portability, including a comparison of the classic approach vs. a more accurate approach to considering flops, parameters, compute, memory, and heap size.