All Outputs (463)

ONDL: An optimized Neutrosophic Deep Learning model for classifying waste for sustainability (2024)
Journal Article

Sustainability has become a key factor on our planet. If this concept is applied correctly, our planet will be greener and more eco-friendly. Nowadays, waste classification and management practices have become more evident than ever. It plays a cruci... Read More about ONDL: An optimized Neutrosophic Deep Learning model for classifying waste for sustainability.

Cutting-edge intrusion detection in IoT networks: A focus on ensemble models (2024)
Journal Article

As the Internet of Things (IoT) landscape rapidly evolves, robust network security measures are imperative. In particular, Intrusion Detection Systems play a very important role in the preservation of an IoT environment from malicious activities. Thi... Read More about Cutting-edge intrusion detection in IoT networks: A focus on ensemble models.

Proteinoids–polyaniline interaction with stimulated neurons on living and plastic surfaces (2024)
Journal Article

The integration of proteinoid-polyaniline (PANI) nanofibers with neuromorphic architectures shows potential for developing computer systems that are adaptable, energy-efficient, and have the capacity of tolerating faults. This work examines the capac... Read More about Proteinoids–polyaniline interaction with stimulated neurons on living and plastic surfaces.

In between: Ghostly control through slowness and the relational (2024)
Presentation / Conference Contribution

This presentation is about space and sustainability, exploring Massey’s theory of space and how it can enform musical interface design. In particular, how something can be imagined from the old and remade anew.

Academic reading: Fear and trembling or being and belonging? (2024)
Presentation / Conference Contribution

Context: a two-year project focusing on reading, most of which involved embedding collaborative reading techniques into curricula.
• Literature review on the emotional barriers to engaging with academic reading. These include:
- lack of confidence... Read More about Academic reading: Fear and trembling or being and belonging?.

Developmental timing of associations among parenting, brain architecture, and mental health (2024)
Journal Article

Importance
Parenting is associated with brain development and long-term health outcomes, although whether these associations depend on the developmental timing of exposure remains understudied. Identifying these sensitive periods can inform when and... Read More about Developmental timing of associations among parenting, brain architecture, and mental health.

Light-induced spiking response in proteinoid-actin-kombucha system (2024)
Journal Article

This study examines the spiking response of a proteinoid–actin–kombucha system when exposed to varying frequency of yellow light pulses. The objective is to understand the frequency-dependent characteristics of this system's response and explore the... Read More about Light-induced spiking response in proteinoid-actin-kombucha system.

Kombucha–proteinoid crystal bioelectric circuits (2024)
Journal Article

We propose “kombucha–proteinoid crystal bioelectric circuits” as a sustainable bio-computing platform. These circuits are hybrid biological-inorganic devices that utilize crystal growth dynamics as the physical substrate to convert information. Micro... Read More about Kombucha–proteinoid crystal bioelectric circuits.

Baseline clinical factors associated with cessation of growth hormone therapy in patients with severe growth hormone deficiency-real world evidence (2024)
Journal Article

Background: Growth hormone replacement is indicated in adults with severe growth hormone (GH) deficiency, adult growth
hormone deficiency assessment (AGHDA) score of at least 11 and are receiving treatment for other pituitary hormone
deficiencies.... Read More about Baseline clinical factors associated with cessation of growth hormone therapy in patients with severe growth hormone deficiency-real world evidence.

Data physicalization in the wild (2024)
Journal Article

Digital twins of cyber physical systems in smart manufacturing for threat simulation and detection with deep learning for time series classification (2024)
Presentation / Conference Contribution

With increasing reliance on Cyber Physical Systems (CPS) for automation and control in Industry 4.0 and 5.0, ensuring their security against cyber threats has become paramount. Traditional security mechanisms, constrained by operational continuity an... Read More about Digital twins of cyber physical systems in smart manufacturing for threat simulation and detection with deep learning for time series classification.

ProxiMix: Enhancing fairness with proximity samples in subgroups (2024)
Presentation / Conference Contribution

Many bias mitigation methods have been developed for addressing fairness issues in machine learning. We have found that using linear mixup alone, a data augmentation technique, for bias mitigation, can still retain biases present in dataset labels. R... Read More about ProxiMix: Enhancing fairness with proximity samples in subgroups.

Exploring AES encryption implementation through quantum computing techniques (2024)
Journal Article

A coming great revolution in technology is quantum computing, which opens new attacks on most of the developed cryptographic algorithms, including AES. These emerging quantum capabilities risk weakening cryptographic techniques, which safeguard a vas... Read More about Exploring AES encryption implementation through quantum computing techniques.

Perception and trust in autonomous vehicles post cyber security incidents (2024)
Journal Article

The integration of Autonomous Vehicles (AVs) into modern systems of transportation brings with it a new and transformative era. Central to the successful realisation of this transformation is the public’s trust in these vehicles and their safety, par... Read More about Perception and trust in autonomous vehicles post cyber security incidents.

Fungi as Turing automata with oracles (2024)
Journal Article

In the article, we aim to understand the responses of living organisms, exemplified by mycelium, to external stimuli through the lens of a Turing machine with an oracle (oTM). To facilitate our exploration, we show that a variant of an oTM is a cellu... Read More about Fungi as Turing automata with oracles.

Assuring correctness, testing, and verification of x-compiler by integrating communicating stream x-machine (2024)
Presentation / Conference Contribution

Compiler design plays an important role in ensuring that the translation of the programs written in high-level language into executable code is correct. However, in todays’ safety-critical environments, security gaps, visible and hidden defects in co... Read More about Assuring correctness, testing, and verification of x-compiler by integrating communicating stream x-machine.

A novel hybrid framework for realistic UAV detection using a mixed RF signal database (2024)
Presentation / Conference Contribution

Advances in Unmanned Aerial Vehicles (UAVs) empower a plethora of applications but also raise significant security and privacy challenges. Effective UAVs detection systems are crucial for mitigating these risks. This paper deals with this problem and... Read More about A novel hybrid framework for realistic UAV detection using a mixed RF signal database.

A lightweight integrity-driven federated learning approach to mitigate poisoning attacks in IoT (2024)
Presentation / Conference Contribution

Despite its distributed nature and being privacy-preserving by nature, Federated Learning (FL) is vulnerable to poisoning attacks in which malicious actors can inject fake model parameters or false data to compromise the learning process. This articl... Read More about A lightweight integrity-driven federated learning approach to mitigate poisoning attacks in IoT.

On recombination (2024)
Journal Article

The predominant explanations for the inclusion of chromosomal recombination during meiosis are either that it serves as a mechanism for repair or for increased adaptability. However, neither gives a clear immediate selective advantage to the reproduc... Read More about On recombination.

A risk assessment analysis to enhance the security of OT WAN with SD-WAN (2024)
Journal Article

This paper introduces a comprehensive risk assessment of various wide area network (WAN) technologies as applied to Operational Technology (OT) infrastructures, thus uncovering which WAN technology is best suited for OT to mitigate the risks of Denia... Read More about A risk assessment analysis to enhance the security of OT WAN with SD-WAN.