2019 International Conference On Computer Aided Design

The Premier Conference Devoted to Technical Innovations in Electronic Design Automation

November 4-7, 2019The Westin Westminster Westminster, CO

v class="event-details"> MP Associates, Inc.

WEDNESDAY November 07, 3:45pm - 5:15pm | Riveria
EVENT TYPE: REGULAR SESSION

SESSION 10C
Capturing Perturbation for DNN Security
Moderator:
Wujie Wen - Florida International Univ.
This session showcases advances on DNN security, including watermarking DNNs for IP protection, utilizing sensor pattern noise for detecting adversarial attacks, and a hardware/software co-design framework for enabling online defense against adversarial samples.

10C.1SPN Dash – Fast Detection of Adversarial Attacks on Mobile via Sensor Pattern Noise Fingerprinting
 Speaker: Kent Nixon - Duke Univ.
 Authors: Kent Nixon - Duke Univ.
Jiachen Mao - Duke Univ.
Huanrui Yang - Duke Univ.
Juncheng Shen - Zhejiang Univ.
Hai (Helen) Li - Duke Univ.
Yiran Chen - Duke Univ.
10C.2Watermarking Deep Neural Networks for Embedded Systems
 Speaker: Jia Guo - Univ. of California, Los Angeles
 Authors: Jia Guo - Univ. of California, Los Angeles
Miodrag Potkonjak - Univ. of California, Los Angeles
10C.3DeepFense: Real-Time Defense against Adversarial Deep Learning
 Speaker: Bita Darvish Rouhani - Univ. of California, San Diego
 Authors: Bita Darvish Rouhani - Univ. of California, San Diego
Mohammad Samragh Razlighi - University of California San Diego
Mojan Javaheripi - University of California San Diego
Tara Javidi - Univ. of California, San Diego
Farinaz Koushanfar - University of California San Diego