A proposal to increase data utility on Global Differential Privacy data based on data use predictions
This research proposes an innovative method to improve the utility of data protected by Global Differential Privacy…
Leveraging Machine Learning for Wi-Fi-based Environmental Continuous Two-Factor Authentication
The article discusses a new approach to two-factor authentication (2FA) that uses machine learning to continuously verify…
Software-Based Memory Erasure with relaxed isolation requirements: Extended Version
This article presents a new approach to software-based Proof of Secure Erasure (PoSE) protocols. These protocols are…
Accelerating Tactile Internet with QUIC: A Security and Privacy Perspective
The article explores the concept of the Tactile Internet, a paradigm set to revolutionize society by enabling…
Optimally Blending Honeypots into Production Networks: Hardness and Algorithms
This paper presents a systematic study on the cybersecurity effectiveness of blending honeypot computers into production computers….
Lost in the Source Language: How Large Language Models Evaluate the Quality of Machine Translation
The study aims to understand how Large Language Models (LLMs) utilize source and reference information in evaluating…
Mapping Transformer Leveraged Embeddings for Cross-Lingual Document Representation
This research focuses on overcoming the language barriers in recommendation systems by using Transformer Leveraged Document Representations…
Dynamic Behaviour of Connectionist Speech Recognition with Strong Latency Constraints
This research paper explores the use of connectionist techniques in phonetic speech recognition with strong latency constraints….
Every Node is Different: Dynamically Fusing Self-Supervised Tasks for Attributed Graph Clustering
This article introduces a new methodology for attributed graph clustering, utilizing a dynamic fusion of self-supervised learning…
Ada-Retrieval: An Adaptive Multi-Round Retrieval Paradigm for Sequential Recommendations
The paper presents Ada-Retrieval, a new multi-round retrieval paradigm for recommender systems. Unlike traditional single-round models, Ada-Retrieval…