Farinaz Koushenfar, Professor and Henry Booker Faculty Scholar within the Division of Electrical and Pc 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 neighborhood.
Koshanvar directs the Adaptive Computing and Embedded Methods (ACES) Lab on the College of California, San Diego. Work from her lab has reworked vital areas of device-based safety, safe AI, and privacy-preserving computing. Kushnefar can be the founding co-director of the Heart 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,” mentioned Kochanfer. “I’m very excited concerning the long-term prospects and potential societal affect 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 neighborhood, have afforded me all through my analysis profession. I’d additionally like to specific my honest gratitude to my mentors, collaborators, and many others. Submit-doctoral college students and college students for his or her help and unwavering contributions to our joint initiatives.”
Kochanfer’s authentic contributions to large-scale computing. Her analysis has resulted in broadly used software program and dozens of patents filed in the USA and around the globe. 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, observe, and management each post-integrated circuit manufacturing course of. Koshanvar’s two latest patent-pending works define state-of-the-art expertise to deal with the difficult drawback of cryptographically safe deep studying on encrypted information.
Koshanfar can be thought-about the inventor of the primary {hardware} accelerator for safe and sturdy 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 sturdy to a number of lessons of beforehand identified vulnerabilities. Kushnifar can be a distinguished supporter of ladies and minorities and has led a number of Worldwide Growth Initiative initiatives. Underneath her management (and in collaboration with the MICS Affiliate Director), each the UCSD ACES Lab and the MICS Heart at the moment are among the many most gender-balanced engineering analysis teams on the earth when it comes to scholar and college members.
“Crucial 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 mentioned in an announcement. However every particular person contribution is a necessary hyperlink within the chain. The ACM Fellows Program is a strategy to acknowledge the men and women whose laborious work and creativity occur unobtrusively however lead our subject. In choosing a brand new class of ACM Fellows annually, 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 high paper awards at high conferences of their subject. She has obtained many different honors and awards together with being included within the 2008 MIT Expertise Assessment (TR-35) among the many world’s high 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 Yr Award for Most Influential Paper on the 2017 Worldwide Pc Aided Design Convention.
Kouchnefar now joins the varied class of 2022 of ACM Fellows representing analysis facilities, universities and personal corporations situated in ten totally different international locations around the globe. Fellows are nominated by their friends, with nominations reviewed by a distinguished choice committee.