Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: As computers have become ever more interconnected, the complexity of security configuration has exploded. Management tools have not kept pace, and  show that this has made identity snowball attacks into a critical danger. Identity snowball attacks leverage the users logged in to a first compromised host to launch additional attacks with those users' privileges on other hosts. To combat such attacks,  present Heat-ray, a system that combines machine learning, combinatorial optimization and attack graphs to scalably manage security configuration. Through evaluation on an organization with several hundred thousand users and machines,  show that Heat-ray allows IT administrators to reduce by 96% the number of machines that can be used to launch a large-scale identity snowball attack.
['John Dunagan', 'Alice X. Zheng', 'D. Simon']
I am writing a research paper on a idea Heat-ray: combating identity snowball attacks using machinelearning, combinatorial optimization and attack graphs
[{"from": "human", "value": "I am writing a research paper on a idea Heat-ray: combating identity snowball attacks using machinelearning, combinatorial optimization and attack graphs"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: As computers have become ever more interconnected, the complexity of security configuration has exploded. Management tools have not kept pace, and  show that this has made identity snowball attacks into a critical danger. Identity snowball attacks leverage the users logged in to a first compromised host to launch additional attacks with those users' privileges on other hosts. To combat such attacks,  present Heat-ray, a system that combines machine learning, combinatorial optimization and attack graphs to scalably manage security configuration. Through evaluation on an organization with several hundred thousand users and machines,  show that Heat-ray allows IT administrators to reduce by 96% the number of machines that can be used to launch a large-scale identity snowball attack."}]