This inventor holds 1 USPTO granted patent and 1 published patent application. Top assignee: International Business Machines Corporation. Active years: 2022.
Company Filing History:
Years Active: 2022
Title: Ren Wang: Innovator in Detecting Trojan Neural Networks
Introduction
Ren Wang is a notable inventor based in Troy, NY (US). He has made significant contributions to the field of artificial intelligence and cybersecurity. His innovative work focuses on detecting Trojan neural networks, which are critical for ensuring the integrity of machine learning models.
Latest Patents
Ren Wang holds a patent for "Detecting Trojan Neural Networks." This patent describes a method where one or more computer processors generate a plurality of adversarial perturbations associated with a model. The process involves identifying neuron activations linked to the model and maximizing these activations. Ultimately, the model is determined to be a Trojan model by analyzing similarities between the maximized neuron activations and the generated adversarial perturbations. This invention is crucial for enhancing the security of AI systems.
Career Highlights
Ren Wang is currently employed at International Business Machines Corporation (IBM). His work at IBM has allowed him to explore advanced technologies and contribute to innovative solutions in the tech industry. With a focus on cybersecurity and AI, he continues to push the boundaries of what is possible in these fields.
Collaborations
Ren Wang has collaborated with talented individuals such as Sijia Liu and Pin-Yu Chen. These collaborations have fostered a creative environment that encourages the development of groundbreaking technologies.
Conclusion
Ren Wang is a prominent inventor whose work in detecting Trojan neural networks is paving the way for safer AI applications. His contributions to the field are invaluable and highlight the importance of innovation in technology.