Farinaz Koushanfar
University of California, San Diego
H-index: 69
North America-United States
Top articles of Farinaz Koushanfar
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
FaceSigns: Semi-Fragile Watermarks for Media Authentication | ACM Transactions on Multimedia Computing, Communications and Applications | Paarth Neekhara Shehzeen Hussain Xinqiao Zhang Ke Huang Julian McAuley | 2024 |
ICMarks: A Robust Watermarking Framework for Integrated Circuit Physical Design IP Protection | arXiv preprint arXiv:2404.18407 | Ruisi Zhang Rachel Selina Rajarathnam David Z Pan Farinaz Koushanfar | 2024/4/29 |
Partitioned machine learning architecture | 2024/3/5 | ||
Token-Specific Watermarking with Enhanced Detectability and Semantic Coherence for Large Language Models | arXiv preprint arXiv:2402.18059 | Mingjia Huo Sai Ashish Somayajula Youwei Liang Ruisi Zhang Farinaz Koushanfar | 2024/2/28 |
EmMark: Robust Watermarks for IP Protection of Embedded Quantized Large Language Models | arXiv preprint arXiv:2402.17938 | Ruisi Zhang Farinaz Koushanfar | 2024/2/27 |
Tailor: Altering Skip Connections for Resource-Efficient Inference | ACM Transactions on Reconfigurable Technology and Systems | Olivia Weng Gabriel Marcano Vladimir Loncar Alireza Khodamoradi Nojan Sheybani | 2024/1/27 |
Adapting Skip Connections for Resource-Efficient FPGA Inference | Olivia Weng Gabriel Marcano Vladimir Loncar Alireza Khodamoradi Nojan Sheybani | 2023/2/12 | |
Tutorial: toward robust deep learning against poisoning attacks | Huili Chen Farinaz Koushanfar | 2023/4/20 | |
ZKROWNN: Zero Knowledge Right of Ownership for Neural Networks | Nojan Sheybani Zahra Ghodsi Ritvik Kapila Farinaz Koushanfar | 2023/7/9 | |
SABRE: Robust Bayesian Peer-to-Peer Federated Learning | arXiv preprint arXiv:2308.02747 | Nasimeh Heydaribeni Ruisi Zhang Tara Javidi Cristina Nita-Rotaru Farinaz Koushanfar | 2023/8/4 |
HELiKs: HE Linear Algebra Kernels for Secure Inference | Shashank Balla Farinaz Koushanfar | 2023/11/15 | |
Systemization of Knowledge: Robust Deep Learning using Hardware-software co-design in Centralized and Federated Settings | ACM Transactions on Design Automation of Electronic Systems | Ruisi Zhang Shehzeen Hussain Huili Chen Mojan Javaheripi Farinaz Koushanfar | 2023/10/16 |
Adatest: Reinforcement learning and adaptive sampling for on-chip hardware trojan detection | ACM Transactions on Embedded Computing Systems | Huili Chen Xinqiao Zhang Ke Huang Farinaz Koushanfar | 2023/1/24 |
Small-world nets for fast neural network training and execution | 2023/4/11 | ||
Scalable Binary Neural Network applications in Oblivious Inference | ACM Transactions on Embedded Computing Systems | Xinqiao Zhang Mohammad Samragh Siam Hussain Ke Huang Farinaz Koushanfar | 2023/7 |
Near-Memory Computing With Compressed Embedding Table for Personalized Recommendation | IEEE Transactions on Emerging Topics in Computing | Jeongmin Lim Young Geun Kim Sung Woo Chung Farinaz Koushanfar Joonho Kong | 2023/12/28 |
Secure and Trustworthy Computing 2.0 Vision Statement | arXiv preprint arXiv:2308.00623 | Patrick McDaniel Farinaz Koushanfar | 2023/8/1 |
HypOp: Distributed Constrained Combinatorial Optimization leveraging Hypergraph Neural Networks | arXiv preprint arXiv:2311.09375 | Nasimeh Heydaribeni Xinrui Zhan Ruisi Zhang Tina Eliassi-Rad Farinaz Koushanfar | 2023/11/15 |
SelfVC: Voice Conversion With Iterative Refinement using Self Transformations | arXiv preprint arXiv:2310.09653 | Paarth Neekhara Shehzeen Hussain Rafael Valle Boris Ginsburg Rishabh Ranjan | 2023/10/14 |
Smarter Contracts: Detecting Vulnerabilities in Smart Contracts with Deep Transfer Learning. | Christoph Sendner Huili Chen Hossein Fereidooni Lukas Petzi Jan König | 2023 |
Co-Authors
