All Stories

  1. Automated Physical Design Watermarking Leveraging Graph Neural Networks

    Article • September 2024, ACM (Association for Computing Machinery)

    Rachel Selina Rajarathnam, Farinaz Koushanfar

  2. EmMark: Robust Watermarks for IP Protection of Embedded Quantized Large Language Models

    Article • June 2024, ACM (Association for Computing Machinery)

    Farinaz Koushanfar

  3. HELiKs: HE Linear Algebra Kernels for Secure Inference

    Article • November 2023, ACM (Association for Computing Machinery)

    Shashank Balla, Farinaz Koushanfar

  4. Tailor : Altering Skip Connections for Resource-Efficient Inference

    Article • ACM Transactions on Reconfigurable Technology and Systems, September 2023, ACM (Association for Computing Machinery)

    Olivia Weng, Farinaz Koushanfar

  5. Systemization of Knowledge: Robust Deep Learning using Hardware-software co-design in Centralized and Federated Settings

    Article • ACM Transactions on Design Automation of Electronic Systems, August 2023, ACM (Association for Computing Machinery)

    Mojan Javaheripi, Farinaz Koushanfar, Shehzeen Hussain

  6. Scalable Binary Neural Network applications in Oblivious Inference

    Article • ACM Transactions on Embedded Computing Systems, July 2023, ACM (Association for Computing Machinery)

    Farinaz Koushanfar

  7. Adapting Skip Connections for Resource-Efficient FPGA Inference

    Article • February 2023, ACM (Association for Computing Machinery)

    Farinaz Koushanfar, Olivia Weng

  8. AdaTest: Reinforcement Learning and Adaptive Sampling for On-chip Hardware Trojan Detection

    Article • ACM Transactions on Embedded Computing Systems, January 2023, ACM (Association for Computing Machinery)

    Farinaz Koushanfar

  9. AccHashtag : Accelerated Hashing for Detecting Fault-Injection Attacks on Embedded Neural Networks

    Article • ACM Journal on Emerging Technologies in Computing Systems, December 2022, ACM (Association for Computing Machinery)

    Mojan Javaheripi, Farinaz Koushanfar

  10. Tutorial: Towards Robust Deep Learning against Poisoning Attacks

    Article • ACM Transactions on Embedded Computing Systems, December 2022, ACM (Association for Computing Machinery)

    Farinaz Koushanfar

  11. Intellectual Property (IP) Protection for Deep Learning and Federated Learning Models

    Article • June 2022, ACM (Association for Computing Machinery)

    Farinaz Koushanfar

  12. GALU: A Genetic Algorithm Framework for Logic Unlocking

    Article • Digital Threats Research and Practice, February 2022, ACM (Association for Computing Machinery)

    Farinaz Koushanfar

  13. COINN: Crypto/ML Codesign for Oblivious Inference via Neural Networks

    Article • November 2021, ACM (Association for Computing Machinery)

    Farinaz Koushanfar, Mojan Javaheripi

  14. EncoDeep

    Article • ACM Transactions on Embedded Computing Systems, November 2020, ACM (Association for Computing Machinery)

    Farinaz Koushanfar, Mojan Javaheripi

  15. CleaNN

    Article • November 2020, ACM (Association for Computing Machinery)

    Mojan Javaheripi, Farinaz Koushanfar

  16. GeneCAI

    Article • June 2020, ACM (Association for Computing Machinery)

    Mojan Javaheripi, Farinaz Koushanfar

  17. Security of Microfluidic Biochip

    Article • ACM Transactions on Design Automation of Electronic Systems, May 2020, ACM (Association for Computing Machinery)

    Farinaz Koushanfar

  18. DeepAttest

    Article • June 2019, ACM (Association for Computing Machinery)

    Farinaz Koushanfar

  19. DeepMarks

    Article • June 2019, ACM (Association for Computing Machinery)

    Farinaz Koushanfar

  20. ARM2GC

    Article • June 2019, ACM (Association for Computing Machinery)

    Farinaz Koushanfar

  21. ReDCrypt

    Article • ACM Transactions on Reconfigurable Technology and Systems, December 2018, ACM (Association for Computing Machinery)

    Farinaz Koushanfar

  22. SHAIP

    Article • ACM Transactions on Design Automation of Electronic Systems, November 2018, ACM (Association for Computing Machinery)

    M Sadegh Riazi, Farinaz Koushanfar

  23. P3

    Article • ACM Transactions on Design Automation of Electronic Systems, November 2018, ACM (Association for Computing Machinery)

    Farinaz Koushanfar

  24. ASHES 2017

    Article • October 2017, ACM (Association for Computing Machinery)

    Farinaz Koushanfar, Mark Tehranipoor

  25. RISE

    Article • ACM Transactions on Embedded Computing Systems, October 2017, ACM (Association for Computing Machinery)

    Farinaz Koushanfar

  26. Toward Practical Secure Stable Matching

    Article • Proceedings on Privacy Enhancing Technologies, January 2017, De Gruyter

    M Sadegh Riazi, Farinaz Koushanfar

  27. Automated Real-Time Analysis of Streaming Big and Dense Data on Reconfigurable Platforms

    Article • ACM Transactions on Reconfigurable Technology and Systems, December 2016, ACM (Association for Computing Machinery)

    Farinaz Koushanfar

  28. DeLight

    Article • August 2016, ACM (Association for Computing Machinery)

    Farinaz Koushanfar

  29. GarbledCPU

    Article • June 2016, ACM (Association for Computing Machinery)

    Farinaz Koushanfar

  30. Perform-ML

    Article • June 2016, ACM (Association for Computing Machinery)

    Farinaz Koushanfar