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Lightning talk: private and secure edge ai with hyperdimensional computing
As a lightweight and robust brain-inspired computing paradigm, Hyperdimensional
Computing (HDC) serves as a promising solution for the next-generation edge AI. However …
Computing (HDC) serves as a promising solution for the next-generation edge AI. However …
Sobol sequence optimization for hardware-efficient vector symbolic architectures
Hyperdimensional computing (HDC) is an emerging computing paradigm with significant
promise for efficient and robust learning. In HDC, objects are encoded with high …
promise for efficient and robust learning. In HDC, objects are encoded with high …
All You Need is Unary: End-to-End Unary Bit-stream Processing in Hyperdimensional Computing
Hyperdimensional Computing (HDC) is a brain-inspired computing paradigm introduced to
achieve energy efficiency with a lightweight and single-pass training model. Hypervectors …
achieve energy efficiency with a lightweight and single-pass training model. Hypervectors …
Private and Efficient Learning with Hyperdimensional Computing
Machine learning algorithms, especially deep neural networks (DNNs), are computationally
expensive and vulnerable to privacy breaches. Hyperdimensional Computing (HDC) is a …
expensive and vulnerable to privacy breaches. Hyperdimensional Computing (HDC) is a …
[PDF][PDF] Lightning talk: Private and secure learning at the edge with hyperdimensional computing
As a lightweight and robust brain-inspired computing paradigm, Hyperdimensional
Computing (HDC) serves as a promising solution for the next-generation edge AI. However …
Computing (HDC) serves as a promising solution for the next-generation edge AI. However …
[PDF][PDF] Private and Secure Learning at the Edge with Hyperdimensional Computing
As a lightweight and robust brain-inspired computing paradigm, Hyperdimensional
Computing (HDC) serves as a promising solution for the next-generation edge AI. However …
Computing (HDC) serves as a promising solution for the next-generation edge AI. However …
Investigation of Machine Learning Approaches on Security Analysis of Cryptographic Algorithms
K Anitha, A Devipriya, N Manikandan… - Machine Learning and …, 2024 - igi-global.com
The distributed denial of service (DDoS) assault was a kind of intrusion in the cloud
computing environment that severely affects the end user by injecting illegitimate packets …
computing environment that severely affects the end user by injecting illegitimate packets …