Korea University Research and Business Foundation

Samyang Corporation

Hyundai Motor Company

Kia Motors Corporation

Kia Corporation

Kyung Ho Joo

Dong Hoon Lee

Won Suk Choi

Wonsuk Choi

Kwang Tai Kim

Won Seok Choi

A Ram Cho

Se Il Kim

Se Young Lee

Kwang Soo Kim

Tae Guen Kim

Moon Chan Park

The present invention relates to a saccharide syrup composition comprising an organic acid or its salt and an oligosaccharide, and more specifically, the saccharide syrup composition comprises allulose.

Oligosaccharide syrup having improved stability

An example ECU identifying apparatus transmits and receives CAN data to and from a plurality of ECUs. The ECU identifying apparatus measures a power signal of the received CAN data, generates a multi-class classifier with respect to each of the plurality of ECUs and a one-class classifier with respect to all ECUs, acquires identification information of the received CAN data, acquires a signal of a predetermined area from the measured power signal, calculates a predetermined attribute value based on the signal of the predetermined area which is acquired, identifies an ECU based on the identification information of the CAN data which is acquired and the calculated predetermined attribute value, and determines whether an attack is made based on the identified ECU.

Intrusion detection system based on electrical CAN signal for in-vehicle CAN network

A vehicle network intrusion detection device, a system including the same, and a method thereof are provided. The vehicle network intrusion detection device includes a processor that records a receive timestamp of a controller area network (CAN) message for each CAN ID, calculates a residual, which is a difference between a real receive timestamp and an average receive timestamp of the CAN message, using the recorded receive timestamp, and determines whether there is a vehicle network intrusion based on the residual and a storage storing at least one of the CAN message receive timestamp, the residual, or the result of detecting the intrusion.

Vehicle network intrusion detection device, system including the same, and method thereof

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Seoul, South Korea

Kyung Ho Joo