Month: February 2022
Injecting fairness into machine-learning models | MIT News | Massachusetts Institute of Technology – MIT News
If a machine-learning model is trained using an unbalanced dataset, such as one that contains far more images of people with lighter skin than people with darker skin, there is serious risk the model’s predictions will be unfair when it is deployed in the real world. But this is only one part of the problem….
Beyond the Hype: Understanding the True Value of AI/ML in Security Environments – CIO
Beyond the Hype: Understanding the True Value of AI/ML in Security Environments | CIO Skip to content Getty Images By Matt Kraning, CTO, Cortex Artificial intelligence (AI) and machine learning (ML) are terms that are heard everywhere across the IT security landscape today, as organizations and attackers are both seeking to leverage these advancements in…
Codasip’s RISC-V embedded cores enable AI/ML edge customisation
With the new cores, customers will be able to customise processor designs using Codasip Studio tools to support challenging tasks such as neural networks (AI/ML) even in smaller, power-constrained applications – such as IoT edge. Running AI/ML in edge IoT/IIoT devices improves security and power consumption and helps to reduce latency for real-time processing. However,…
The Key Artificial Intelligence and Machine Learning Trends for 2022
We’ve entered a new year now, and it seems likely that there will be numerous different artificial intelligence and machine learning trends for 2022. Potentially, this could influence how things look heading into the future. Current Artificial Intelligence and Machine Learning Trends You Should Know There are numerous potential technology trends and predictions that businesses…
Responsible Artificial Intelligence Is Still Out Of Reach For Many Organizations – Forbes
Time for AI proponents to step up.. getty There’s strong support for analytics and data science and the capabilities it offers organizations. However, the people charged with developing analytics and artificial intelligence feel resistance from business executives in getting fully on board with data-driven practices. In addition, efforts to ensure fairness in AI are lagging….
The clinicians’ perspectives on machine learning – Nature.com
Benjamens, S., Dhunnoo, P. & Meskó, B. npj Digit. Med. 3, 118 (2020).Article Google Scholar Zekavat, S. M. et al. Circulation 145, 134–150 (2022).Article Google Scholar Zech, J. R. et al. PLoS Med. 15, e1002683 (2018).Article Google Scholar Reardon, S. Nature 576, S54–S58 (2019).CAS Article Google Scholar Huisman, M. et al. Eur. Radiol. 31, 7058–7066…
Companies Borrow Attack Technique to Watermark Machine Learning Models – DARKReading
Computer scientists and researchers are increasingly investigating techniques that can create backdoors in machine-learning (ML) models — first to understand the potential threat, but also as an anti-copying protection to identify when ML implementations have been used without permission.Originally known as BadNets, backdoored neural networks represent both a threat and a promise of creating unique…
Companies Borrow Attack Technique to Watermark Machine Learning Models – Dark Reading
Computer scientists and researchers are increasingly investigating techniques that can create backdoors in machine-learning (ML) models — first to understand the potential threat, but also as an anti-copying protection to identify when ML implementations have been used without permission.Originally known as BadNets, backdoored neural networks represent both a threat and a promise of creating unique…
TSSC, DSEU sign MoU to impart skills in 5G, AI/ML, IoT technologies – ETTelecom.com
New Delhi: Telecom Sector Skill Council (TSSC) and Delhi Skill and Entrepreneurship University (DSEU) Monday signed a Memorandum of Understanding (MoU) to impart skills in technologies such as 5G, Artificial Intelligence/Machine Learning (AI/ML), Internet of Things (IoT), among others, and drive employability. The MoU, which has been signed for a period of three years, is…
Online tools to create mind-blowing AI art
“Art needs an audience, and their tastes vary. Computer programmers have not made art. They have made objects, media, performance, software work. What makes art is an audience as it is an artist who does work, and it is the audiences who turn that work into art through appreciation”, says Mike Rugnetta of PBS Idea…