Explainable artificial intelligence for intrusion detection in IoT networks: A deep learning based approach

The Internet of Things (IoT) is currently seeing tremendous growth due to new technologies and big data. Research in the field of IoT security is an emerging topic. IoT networks are becoming more vulnerable to new assaults as a result of the growth in devices and the production of massive data. In order to recognize the attacks, an intrusion...

Anomaly based network intrusion detection for IoT attacks using deep learning technique

Internet of Things (IoT) applications are growing in popularity for being widely used in many real-world services. In an IoT ecosystem, many devices are connected with each other via internet, making IoT networks more vulnerable to various types of cyber attacks, thus a major concern in its deployment is network security and user privacy. To...

A PMUT based photoacoustic system as a microfluidic concentration detector

We report on the development of a novel piezo-MEMS-based optofluidic platform to detect the concentration of various species dissolved in a fluid. This platform employs piezoelectric micromachined ultrasound transducers (PMUTs) to work as a photoacoustic receiver, receiving ultrasound from fluid targets present in microfluidic channels while...

On the Effectiveness of Automatically Inferred Invariants in Detecting Regression Faults in Spreadsheets

Automatically inferred invariants have been found to be successful in detecting regression faults in traditional software, but their application has not been explored in the context of spreadsheets. In this paper, we investigate the effectiveness of automatically inferred invariants in detecting regression faults in spreadsheets. We conduct an...

Sub-wavelength metrology using Coherent Fourier Scatterometry

Scattering is the process in which some form of radiation is deviated from its trajectory by a localized non-uniformity it encounters. These non-uniformities, called objects, can be of different material and geometry which determines among many things, mainly, the amount and direction of the scattered radiation. Scatterometry is the branch of...