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Manoj, 8 New Articles For Your Reading List

Is the Solution for Cybercrime Also a Path to Greater Productivity?
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Is the Solution for Cybercrime Also a Path to Greater Productivity?

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In today's cybersecurity landscape, the primary goal is to protect against threats, but cybersecurity's influence extends beyond mere defense. This article highlights how cybersecurity practices can impact productivity in both software development and day-to-day operations.

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Manoj, Your News Updates

1

Strengthening and Democratizing Artificial Intelligence Research and Development

This article summarizes the vision, roadmap, and implementation plan for a National Artificial Intelligence Research Resource that aims to provide a widely accessible cyberinfrastructure for artificial intelligence R&D, with the overarching goal of bridging the resource–access divide.

2

Journey to the Center of Software Supply Chain Attacks 🔐
This article discusses open source software supply chain attacks and proposes a general taxonomy describing how attackers conduct them. We then provide a list of safeguards to mitigate such attacks. We present our tool Risk Explorer for Software Supply Chains to explore such information, and we discuss its industrial use-cases.

3

Connecting AI: Merging Large Language Models and Knowledge Graph
Combining the generative abilities of large language models with the logical and factual coherence of knowledge graphs using a connected artificial intelligence architecture minimizes each system's shortcomings and amplifies their strengths across many real-world domains.

4

Making Machine Learning More Energy Efficient by Bringing It Closer to the Sensor
Processing data close to the sensor on a low-cost, low-power embedded device has the potential to unlock new areas for machine learning (ML). Whether it is possible to deploy such ML applications or not depends on the energy efficiency of the solution.

5

Addressing the Gap Between Training Data and Deployed Environment by On-Device Learning

The accuracy of tiny machine learning applications is often affected by various environmental factors, such as noises, location/calibration of sensors, and time-related changes. This article introduces a neural network based on-device learning approach to address this issue by retraining in deployed environments.

6

Misinformation Detection Using Deep Learning 🔐
This study aims to highlight the various types of misinformation attacks and deep learning architectures that are used to detect them. 

7

SunScreen: Visual Fault Detection for Solar-Thermal Systems
Fault detection is essential to ensure the proper operation of solar-thermal plants. While visualization approaches may considerably support the monitoring of personnel during their work, no existing application can yet deal with the multivariate and time-dependent sensor data, or does not fully support the users' workflow. 

8

Exascale Was Not Inevitable; Neither Is What Comes Next
This article shares lessons from the U.S. Department of Energy Exascale Computing Project along with perspectives on how to design and implement scientific applications in the exascale and post-exascale eras.

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