Koushanfar, Farinaz

Advances and Open Problems in Federated Learning

Kairouz, P., McMahan, H. B., Avent, B., Bellet, A., Bennis, M., Bhagoji, A. N., Bonawitz, K., Charles, Z., Cormode, G., Cummings, R., et al. (2019) · arXiv

Privacy-Preserving Technologies in DataStochastic Gradient Optimization Techniques

Cited by 7,857

A Survey of Hardware Trojan Taxonomy and Detection

Tehranipoor, M., & Koushanfar, F. (2010) · IEEE Design & Test of Computers

Physical Unclonable Functions (PUFs) and Hardware SecurityVLSI and Analog Circuit Testing

Cited by 1,424

DeepInspect: A Black-box Trojan Detection and Mitigation Framework for Deep Neural Networks

Chen, H., Fu, C., Zhao, J., & Koushanfar, F. (2019) · Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence

Adversarial Robustness in Machine LearningSecurity and Verification in Computing

Cited by 314

A Taxonomy of Attacks on Federated Learning

Jere, M. S., Farnan, T., & Koushanfar, F. (2021) · IEEE Security & Privacy

Privacy-Preserving Technologies in DataAdversarial Robustness in Machine Learning

Cited by 217

Adversarial Deepfakes: Evaluating Vulnerability of Deepfake Detectors to Adversarial Examples

Hussain, S., Neekhara, P., Jere, M., Koushanfar, F., & McAuley, J. (2021) · 2021 IEEE Winter Conference on Applications of Computer Vision (WACV)

Digital Media Forensic DetectionAdversarial Robustness in Machine Learning

Cited by 204

FPGA-Based True Random Number Generation Using Circuit Metastability with Adaptive Feedback Control

Majzoobi, M., Koushanfar, F., & Devadas, S. (2011) · Lecture Notes in Computer Science

Physical Unclonable Functions (PUFs) and Hardware SecurityCryptographic Implementations and Security

Cited by 155

Peer-to-peer Federated Learning on Graphs

Lalitha, A., Kilinc, O. C., Javidi, T., & Koushanfar, F. (2019) · arXiv

Privacy-Preserving Technologies in DataDistributed Control Multi-Agent Systems

Cited by 146

Decentralized Bayesian Learning over Graphs

Lalitha, A., Wang, X., Kilinc, O., Lu, Y., Javidi, T., & Koushanfar, F. (2019) · arXiv

Privacy-Preserving Technologies in DataDistributed Control Multi-Agent Systems

Cited by 20

Trustworthy AI Inference Systems: An Industry Research View

Cammarota, R., Schunter, M., Rajan, A., Boemer, F., Kiss, Á., Treiber, A., Weinert, C., Schneider, T., Stapf, E., Sadeghi, A.-R., et al. (2020) · arXiv

Security and Verification in ComputingPrivacy-Preserving Technologies in Data

Cited by 9

Token-Specific Watermarking with Enhanced Detectability and Semantic Coherence for Large Language Models

Huo, M., Somayajula, S. A., Liang, Y., Zhang, R., Koushanfar, F., & Xie, P. (2024) · arXiv

Advanced Steganography and Watermarking TechniquesAdversarial Robustness in Machine Learning

Cited by 5