Farinaz Koushenfar, Professor and Henry Booker Faculty Scholar within the Division of Electrical and Laptop Engineering at UCSD, has been chosen as one in every of 57 2022 Affiliation for Computing Equipment (ACM) Fellows. Koushnvar was acknowledged for her contributions to safe computing and machine studying that sustains privateness.
The ACM Fellows Program acknowledges the highest 1% of ACM members for excellent accomplishments in computing and data expertise and for excellent service to ACM and the bigger computing group.
Koshanvar directs the Adaptive Computing and Embedded Programs (ACES) Lab on the College of California, San Diego. Work from her lab has remodeled necessary areas of device-based safety, safe AI, and privacy-preserving computing. Kushnefar can also be the founding co-director of the Middle for Machine Intelligence, Computing, and Safety (MICS), an engineering assume tank on the College of California, San Diego Jacobs Faculty of Engineering that focuses on technical innovation and the event of a various workforce by integrating {hardware}, software program, AI algorithms, and information for scalable machine studying and safety. .
“I’m honored to be acknowledged with this esteemed class of ACM Fellows,” stated Kochanfer. “I’m very excited in regards to the long-term prospects and potential societal impression of my work in safety, privateness, and synthetic intelligence. I’m grateful for the privileges that the educational establishments the place I’ve labored and taught at, and the bigger scientific group, have afforded me all through my analysis profession. I’d additionally like to precise my honest gratitude to my mentors, collaborators, and many others. Publish-doctoral college students and college students for his or her unwavering assist and contributions to our joint tasks.”
Kochanfer’s authentic contributions to large-scale computing. Her analysis has resulted in extensively used software program and dozens of patents filed in the USA and all over the world. Its landmark innovations make sure the safety of digital built-in circuits (ICs) and their software program/information, and the facility of privacy-preserving synthetic intelligence and computational fashions.
Created the first-ever methodology to lock, monitor, and management each post-integrated circuit manufacturing course of. Koshanvar’s two current patent-pending works define state-of-the-art expertise to handle the difficult drawback of cryptographically safe deep studying on encrypted information.
Koshanfar can also be thought-about the inventor of the primary {hardware} accelerator for safe and strong deep studying for adversarial samples, in addition to the primary highly effective AI accelerator for information poisoning. She is the inventor of the primary deep studying watermarking methodology which is concurrently strong to a number of courses of beforehand identified vulnerabilities. Kushnifar can also be a distinguished supporter of girls and minorities and has led a number of Worldwide Improvement Initiative initiatives. Underneath her management (and in collaboration with the MICS Affiliate Director), each the UCSD ACES Lab and the MICS Middle are actually among the many most gender-balanced engineering analysis teams on the earth by way of scholar and school members.
“An important developments in computing are sometimes the results of a mix of many particular person contributions, which construct on and complement one another,” ACM President Yiannis Ioannidis stated in a press release. However every particular person contribution is an important hyperlink within the chain. The ACM Fellows Program is a strategy to acknowledge the men and women whose onerous work and creativity occur unobtrusively however lead our discipline. In deciding on a brand new class of ACM Fellows every year, we additionally hope that recognizing these leaders will encourage our broader members with visions for his or her work. “
Previous to being acknowledged by the ACM, Kochanfer’s influential publications have obtained a number of prime paper awards at prime conferences of their discipline. She has obtained many different honors and awards together with being included within the 2008 MIT Know-how Evaluate (TR-35) among the many world’s prime 35 innovators beneath 35, 2010 President Obama Early Profession Award for Scientists and Engineers from President Obama, 2019, rising to Awarded IEEE Fellow standing, 10 12 months Award for Most Influential Paper on the 2017 Worldwide Laptop Aided Design Convention.
Kouchnefar now joins the varied class of 2022 of ACM Fellows representing analysis facilities, universities and personal firms positioned in ten completely different nations all over the world. Fellows are nominated by their friends, with nominations reviewed by a distinguished choice committee.