K Hammar, R Stadler - 2021 17th International Conference on …, 2021 - ieeexplore.ieee.org
We study automated intrusion prevention using reinforcement learning. In a novel approach, we formulate the problem of intrusion prevention as an optimal stopping problem. This …
K Hammar, R Stadler - IEEE Transactions on Network and …, 2022 - ieeexplore.ieee.org
We study automated intrusion prevention using reinforcement learning. Following a novel approach, we formulate the problem of intrusion prevention as an (optimal) multiple stopping …
K Hammar, R Stadler - IEEE Transactions on Network and …, 2023 - ieeexplore.ieee.org
We study automated intrusion response and formulate the interaction between an attacker and a defender as an optimal stopping game where attack and defense strategies evolve …
K Hammar, R Stadler - arXiv preprint arXiv:2205.14694, 2022 - arxiv.org
We study automated intrusion prevention using reinforcement learning. Following a novel approach, we formulate the interaction between an attacker and a defender as an optimal …
D Boshoff, GP Hancke - Computers & Security, 2025 - Elsevier
The increase in personal devices, the amount of private and sensitive information these devices store/process, and the importance of this information have introduced vital security …
We are currently facing unprecedented cyber warfare with the rapid evolution of tactics, increasing asymmetry of intelligence, and the growing accessibility of hacking tools. In this …
E Ferrari, Y Tian, C Sun, Z Li, C Wang - Entropy, 2022 - mdpi.com
This paper studies the agent identity privacy problem in the scalar linear quadratic Gaussian (LQG) control system. The agent identity is a binary hypothesis: Agent A or Agent B. An …
A Aljohani, J Jones - Proceedings of the 2021 3rd International …, 2021 - dl.acm.org
Evaluating the effectiveness of defense technologies mandates the inclusion of a human element, specifically if these technologies target human cognition and emotions. One of the …
K Hammar - arXiv preprint arXiv:2502.02541, 2025 - arxiv.org
Cybersecurity is one of the most pressing technological challenges of our time and requires measures from all sectors of society. A key measure is automated security response, which …