Essays about: "Manuel Rickli"

Found 2 essays containing the words Manuel Rickli.

1. 1. Modelling Cyber Security of Networks as a Reinforcement Learning Problem using Graphs : An Application of Reinforcement Learning to the Meta Attack Language

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Sandor Berglund; [2022]
   Keywords : Attack graphs; reinforcement learning; graph neural networks; Meta Attack Language; MAL; deepQ-learning DQN ; Attackgrafer; förstärningsinlärning; artificiella neuronnät; grafneuronnät; djup Qinlärning; Meta Attack Language; MAL;

   Abstract : ICT systems are part of the vital infrastructure in today’s society. These systems are under constant threat and efforts are continually being put forth by cyber security experts to protect them. By applying modern AI methods, can these efforts both be improved and alleviated of the cost of expert work. READ MORE

3. 2. Learning Policies for Path Selection in Attack Graphs

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Manuel Rickli; [2022]
   Keywords : ;

   Abstract : IT systems are indispensable nowadays. With thousands of hacking attempts happening daily, cyber defense mechanisms are crucial for maintaining a working state of those systems. Simulating an attacker is a means of preparing for future hacking attacks by determining the most likely vulnerabilities where an attack could be attempted. READ MORE