GuardFS: A file system for integrated detection and mitigation of linux-based ransomware

J von der Assen, C Feng, AH Celdrán, R Oleš… - arxiv preprint arxiv …, 2024 - arxiv.org
Although ransomware has received broad attention in media and research, this evolving
threat vector still poses a systematic threat. Related literature has explored their detection …

Rl and fingerprinting to select moving target defense mechanisms for zero-day attacks in iot

AH Celdrán, PMS Sánchez… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Moving Target Defense (MTD) is a promising approach to mitigate attacks by dynamically
altering target attack surfaces. Still, selecting suitable MTD techniques for zero-day attacks is …

MTFS: a Moving Target Defense-Enabled File System for Malware Mitigation

J Von der Assen, AH Celdrán, R Sefa… - 2024 IEEE 49th …, 2024 - ieeexplore.ieee.org
Ransomware has remained one of the most notorious threats in the cybersecurity field, for
which Moving Target Defense (MTD) has been proposed as a novel defense paradigm …

CyberForce: A Federated Reinforcement Learning Framework for Malware Mitigation

C Feng, AH Celdran, PMS Sanchez, J Kreischer… - arxiv preprint arxiv …, 2023 - arxiv.org
The expansion of the Internet-of-Things (IoT) paradigm is inevitable, but vulnerabilities of IoT
devices to malware incidents have become an increasing concern. Recent research has …

FeDef: A Federated Defense Framework Using Cooperative Moving Target Defense

C Feng, J Von der Assen, AH Celdrán… - … on Smart and …, 2023 - ieeexplore.ieee.org
With the growing concerns about cybersattacks on IoT devices, many different cybersecurity
solutions have been introduced. Among them, the Moving Target Defense (MTD) paradigm …

Moving Target Defense Strategy Selection against Malware in Resource-Constrained Devices

J Von der Assen, AH Celdrán, N Huber… - … on Cyber Security …, 2023 - ieeexplore.ieee.org
Internet-of-Things (IoT) devices have become critical assets to be protected due to increased
adoption for emerging use cases. As such, these devices are confronted with a myriad of …

AI-powered Ransomware to Optimize its Impact on IoT Spectrum Sensors

J Lüchinger - 2023 - zora.uzh.ch
This work aims to investigate the feasibility of exploiting reinforcement learning (RL) to
improve the impact of ransomware on a target device while evading dynamic detection …

MalXCap: A Method for Malware Capability Extraction

B Saha, N Rani, SK Shukla - International Conference on Information …, 2023 - Springer
In the present cyber landscape, the sophistication level of malware attacks is rising steadily.
Advanced Persistent Threats (APT) and other sophisticated attacks employ complex and …

Check for updates MalXCap: A Method for Malware Capability Extraction

B Saha, İDN Rani, SK Shukla - Information Security Practice and …, 2023 - books.google.com
In the present cyber landscape, the sophistication level of malware attacks is rising steadily.
Advanced Persistent Threats (APT) and other sophisticated attacks employ complex and …

Federated Reinforcement Learning for Private and Collaborative Selection of Moving Target Defense Mechanisms for IoT Device Security

J Kreischer - 2023 - zora.uzh.ch
The Internet of Things (IoT) has grown exponentially in recent years and it is predicted that
the number of devices will double again to 30 billion by 2030 [24]. At the same time, the …