Abstract: A composite material laminate, replaceable with a metal panel for an exterior material, comprises a fiber-reinforced composite material including a sheet-shaped composite material in which a thermoplastic resin is impregnated in a reinforcing fiber which is continuous and oriented in one direction; a weather-resistant coating layer disposed on one surface of the fiber-reinforced composite material; and a non-woven fabric layer disposed on the other surface of the fiber-reinforced composite material, which is present invention disclosure has light, high strength, low surface roughness to have excellent aesthetics, and excellent durability and weatherability.

Abstract: An ultra-light clustering-based generative intrusion detection device, includes: a data receiver configured to receive a data stream containing a specific type of data; a big-group identification unit configured to identify at least one big-group related to similar data encoded as a virtual vector based on a chunk set for each piece of data of the data stream; and a signature generator configured to extract signatures for each of the at least one big-group and generate a signature group