Romano Joseph

Intelligence per Watt: Measuring Intelligence Efficiency of Local AI

Jon Saad-Falcon, Avanika Narayan, Hakki Orhun Akengin, James Griffin et autres

Large language model (LLM) queries are predominantly processed by frontier models in centralized cloud infrastructure. Demand growth strains this paradigm faster than providers can scale. Two advances create an opportunity to rethink it: small, local LMs (<=20B active parameters) now achieve competitive …

Modified LSTM Based Intrusion Detection System for Networks

Romano Joseph, Abhishek K Anna, S. T.

The proliferation of wireless networks in the past decade is seriously coupled with security threats and intrusion incidents, raising greater demands for robust and efficient intrusion detection systems. A new approach is present in this paper, to intrusion detection in wireless networks …

in (code pays fourni par la source)