This inventor holds 1 USPTO granted patent and 1 published patent application. Top assignee: International Business Machines Corporation. Active years: 2022.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile
Company Filing History:
Years Active: 2022
Title: Meng Wang - Innovator in Neural Network Security
Introduction
Meng Wang is a prominent inventor based in Albany, NY (US). He has made significant contributions to the field of computer science, particularly in the area of neural network security. His innovative work focuses on detecting Trojan neural networks, which are a growing concern in the realm of artificial intelligence.
Latest Patents
Meng Wang holds a patent for a groundbreaking invention titled "Detecting Trojan Neural Networks." This patent involves a method where one or more computer processors generate a plurality of adversarial perturbations associated with a model. The process includes creating a universal perturbation and one or more per-sample perturbations. The computer processors identify neuron activations linked to the model and the generated adversarial perturbations. By maximizing these identified activations, the processors can determine if the model is a Trojan model by analyzing similarities between the maximized activations and the adversarial perturbations. This innovative approach enhances the security of neural networks against malicious attacks.
Career Highlights
Meng Wang is currently employed at International Business Machines Corporation, commonly known as IBM. His work at IBM has allowed him to explore advanced technologies and contribute to the development of secure AI systems. With a focus on innovation, he continues to push the boundaries of what is possible in the field of artificial intelligence.
Collaborations
Meng has collaborated with notable colleagues, including Sijia Liu and Pin-Yu Chen. These partnerships have fostered a collaborative environment that encourages the exchange of ideas and advancements in technology.
Conclusion
In summary, Meng Wang is a key figure in the field of neural network security, with a patent that addresses critical vulnerabilities in AI systems. His work at IBM and collaborations with other experts highlight his commitment to innovation and the advancement of technology.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile