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Analysis of Security
Published:
March 11, 2018
Category:
Ideas / Technology
Client:
Oceanthemes
How it Works
T he first step in any security analysis is to identify and classify the assets that need to be protected. Assets can include hardware, software, data, network, people, processes, and policies. By creating an asset inventory, you can map out the dependencies, relationships, and value of each asset, and determine the level of risk and impact associated with each one. An asset inventory also helps to identify the scope and boundaries of the analysis, and to prioritize the most critical and vulnerable assets for further assessment.
“I cannot give you the formula for success, but I can give you the formula for failure.
It is: Try to please everybody.”
– Herbert Bayard Swope
Process & Results
Cybersecurity can take advantage of the facilities and techniques offered by ML in particular and AI in general. For instance zero-day attacks, identifying suspicious patterns, predicting attack surface areas, simulating data backup and recovery (very useful in overcoming ransomware attacks. Currently, supervised learning models are quite mature and be used with a minimum of understanding how they work, since code and tools are available in the public domain. Data mining also reveals unexpected patterns helping in strengthening the security posture
