Trustworthy machine learning addresses methods for training and deploying models that are secure, privacy-preserving, and robust to manipulation. Work in this area develops federated and decentralized learning schemes, cryptographic and homomorphic encryption frameworks, and privacy-preserving compression to protect data and models. It also studies adversarial example generation and defenses, certified unlearning, bias and spurious correlation mitigation, and the use of synthetic and filtered data. Applications span fraud and cyberattack detection, fake news and deception detection, and secure automation systems.
Security
Research published in the International Journal of Applied Decision Sciences describes how artificial intelligence could be used to root out internal threats in the U.S. Army. The research centers on the Army's Insider Threat ...
Jun 9, 2025
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Internet
Earlier this year, Facebook rolled back rules against some hate speech and abuse. Along with changes at X (formerly Twitter) that followed its purchase by Elon Musk, the shifts make it harder for social media users to avoid ...
Jun 5, 2025
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Machine learning & AI
Artificial intelligence systems like ChatGPT provide plausible-sounding answers to any question you might ask. But they don't always reveal the gaps in their knowledge or areas where they're uncertain. That problem can have ...
Jun 3, 2025
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Security
Every time you open an app, visit the doctor, or make an online purchase, you're generating data. That data feeds the artificial intelligence (AI) systems that help businesses improve services, doctors detect diseases faster, ...
Jun 2, 2025
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Computer Sciences
As artificial intelligence takes off, how do we efficiently integrate it into our lives and our work? Bridging the gap between promise and practice, Jann Spiess, an associate professor of operations, information, and technology ...
May 30, 2025
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Computer Sciences
Artificial intelligence isn't always a reliable source of information: large language models (LLMs) like Llama and ChatGPT can be prone to "hallucinating" and inventing bogus facts. But what if AI could be used to detect ...
May 29, 2025
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Computer Sciences
A new tool has been developed to better assess the performance of AI models. It was developed by bioinformaticians at Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU) and the Helmholtz Institute for Pharmaceutical ...
May 26, 2025
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Machine learning & AI
Human brains are great at sorting through a barrage of sensory information—like discerning the smell of tomato sauce upon stepping into a busy restaurant—but artificial intelligence systems are challenged by large bursts ...
May 21, 2025
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Computer Sciences
Microsoft has developed an artificial intelligence (AI) model that beats current forecasting methods in tracking air quality, weather patterns, and climate-addled tropical storms, according to findings published Wednesday.
May 21, 2025
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30
Computer Sciences
A review by researchers at Tongji University and the University of Technology Sydney published in Frontiers of Computer Science, highlights the powerful role of graph neural networks (GNNs) in exposing financial fraud.
May 19, 2025
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