Secure Over-the-Air Computation using Zero-Forced Artificial Noise. (arXiv:2212.04288v1 [cs.IT])
Over-the-air computation has the potential to increase the communication-efficiency of data-dependent distributed wireless systems, but is vulnerable to eavesdropping. We consider over-the-air computation over block-fading additive white Gaussian noise channels…
Encrypted machine learning of molecular quantum properties. (arXiv:2212.04322v1 [cs.CR])
Large machine learning models with improved predictions have become widely available in the chemical sciences. Unfortunately, these models do not protect the privacy necessary within commercial settings, prohibiting the use…
Fraud Analytics: A Decade of Research — Organizing Challenges and Solutions in the Field. (arXiv:2212.04329v1 [cs.CR])
The literature on fraud analytics and fraud detection has seen a substantial increase in output in the past decade. This has led to a wide range of research topics and…
Scalable Edge Blocking Algorithms for Defending Active Directory Style Attack Graphs. (arXiv:2212.04326v1 [cs.CR])
Active Directory (AD) is the default security management system for Windows domain networks. An AD environment naturally describes an attack graph where nodes represent computers/accounts/security groups, and edges represent existing…
Secure communication using low dimensional topological elements. (arXiv:2212.04350v1 [cs.CR])
Low-dimensional topological objects, such as knots and braids, have become prevalent in multiple areas of physics, such as fluid dynamics, optics, and quantum information processing. Such objects also now play…
Fraud Analytics: A Decade of Research — Organizing Challenges and Solutions in the Field. (arXiv:2212.04329v1 [cs.CR])
The literature on fraud analytics and fraud detection has seen a substantial increase in output in the past decade. This has led to a wide range of research topics and…
Device identification using optimized digital footprints. (arXiv:2212.04354v1 [cs.CR])
The rapidly increasing number of internet of things (IoT) and non-IoT devices has imposed new security challenges to network administrators. Accurate device identification in the increasingly complex network structures is…
Fraud Analytics: A Decade of Research — Organizing Challenges and Solutions in the Field. (arXiv:2212.04329v1 [cs.CR])
The literature on fraud analytics and fraud detection has seen a substantial increase in output in the past decade. This has led to a wide range of research topics and…
Scalable Edge Blocking Algorithms for Defending Active Directory Style Attack Graphs. (arXiv:2212.04326v1 [cs.CR])
Active Directory (AD) is the default security management system for Windows domain networks. An AD environment naturally describes an attack graph where nodes represent computers/accounts/security groups, and edges represent existing…
Secure communication using low dimensional topological elements. (arXiv:2212.04350v1 [cs.CR])
Low-dimensional topological objects, such as knots and braids, have become prevalent in multiple areas of physics, such as fluid dynamics, optics, and quantum information processing. Such objects also now play…