Chih-Sung Chen

Title: Innovations by Chih-Sung Chen

Introduction

Chih-Sung Chen is a notable inventor based in Taipei, Taiwan. He has made significant contributions to the field of technology, particularly in the realm of artificial intelligence and cybersecurity. With a total of 2 patents, Chen's work focuses on enhancing the security and functionality of software systems.

Latest Patents

Chen's latest patents include groundbreaking innovations. The first patent involves the detection of weaknesses in binary codes. In this invention, vulnerabilities in binary codes are identified, and corresponding compilable codes are generated using a generative artificial intelligence (AI) model. These compilable codes are then compiled into binary codes, which are subsequently decompiled into source code form. The decompiled codes serve as training data for another generative AI model, which is designed to detect potential weaknesses in target decompiled codes. A target binary code is flagged as having a weakness when the AI model identifies a corresponding weakness in its decompiled code.

The second patent focuses on the generation of TARA-based IDPS rules utilizing generative artificial intelligence. This innovation involves training a large language model (LLM) by inputting a TARA configuration of an ECU of a connected vehicle, along with an EEA specification and existing IDPS rules. Software modules extract feature vectors for input to the LLM, which is fine-tuned with later versions of the ECU and data from other ECUs. The LLM generates IDPS rules for other ECUs that may have few or no existing rules, ensuring optimized performance and reduced overhead.

Career Highlights

Chih-Sung Chen is currently employed at Vicone Corporation, where he continues to push the boundaries of technology. His work has garnered attention for its innovative approach to cybersecurity and AI applications.

Collaborations

Chen collaborates with talented individuals such as Shih-Han Hsu and Yu-Yu Liao, contributing to a dynamic and innovative work environment.

Conclusion

Chih-Sung Chen's contributions to technology through his patents reflect his commitment to advancing the fields of artificial intelligence and cybersecurity. His innovative solutions are paving the way for more secure and efficient software systems.