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Why even the smartest AI models sometimes prefer to please you rather than tell the truth — and how to fight back.
5 min read
Read more →Welcome to the DeeperThoughts blog!
I'm Rohith, a Research Scientist at the Centre for Development of Telematics (C-DOT), and a deep learning enthusiast with a passion for peeling back the layers of multimodal machine learning systems. This blog is intended to make recent advances easier to grasp, and is an open invitation to think deeper, explore further, and stay curious about the evolving landscapes of AI.
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In this article, I explore a novel deep learning architecture from a recent publication of mine that integrates the H∞ filter from control theory into a CNN-LSTM framework to enhance robustness against noise and class imbalance in arrhythmia detection from heart sound recordings. Our approach achieves state-of-the-art performance on the PhysioNet CinC Challenge 2016 dataset, demonstrating its potential for scalable and reliable cardiac screening.6 min readRead more →- Published on
ESET Research uncovered PromptLock — the first ransomware powered by a local LLM. Instead of shipping fixed code, it generates malicious scripts on the fly, making every attack unique and harder to detect. Capable of scanning, exfiltrating, and encrypting files across platforms, PromptLock poses a significant threat to organizations. Read more about how it builds and attacks - prompt by prompt5 min readRead more →
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