All Stories

  1. AutoMarks: A GNN-based Automated Physical Design Watermarking Framework

    Article • ACM Transactions on Design Automation of Electronic Systems, June 2026, ACM (Association for Computing Machinery)

    Farinaz Koushanfar, Rachel Selina Rajarathnam

  2. PAC to the Future: Zero-Knowledge Proofs of PAC Private Systems

    Article • May 2026, ACM (Association for Computing Machinery)

    Farinaz Koushanfar

  3. AMAZE: Accelerated MiMC Hardware Architecture for Zero-Knowledge Applications on the Edge

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

    Farinaz Koushanfar

  4. Automated Physical Design Watermarking Leveraging Graph Neural Networks

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

    Rachel Selina Rajarathnam, Farinaz Koushanfar

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

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

    Farinaz Koushanfar

  6. HELiKs: HE Linear Algebra Kernels for Secure Inference

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

    Shashank Balla, Farinaz Koushanfar

  7. 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

  8. 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

  9. VideoFlip: Adversarial Bit Flips for Reducing Video Service Quality

    Article • July 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Farinaz Koushanfar

  10. AdaGL: Adaptive Learning for Agile Distributed Training of Gigantic GNNs

    Article • July 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Farinaz Koushanfar

  11. Scalable Binary Neural Network applications in Oblivious Inference

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

    Farinaz Koushanfar

  12. Adapting Skip Connections for Resource-Efficient FPGA Inference

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

    Farinaz Koushanfar, Olivia Weng

  13. 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

  14. 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

  15. Tutorial: Towards Robust Deep Learning against Poisoning Attacks

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

    Farinaz Koushanfar

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

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

    Farinaz Koushanfar

  17. GALU: A Genetic Algorithm Framework for Logic Unlocking

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

    Farinaz Koushanfar

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

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

    Farinaz Koushanfar, Mojan Javaheripi

  19. EncoDeep

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

    Farinaz Koushanfar, Mojan Javaheripi

  20. CleaNN

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

    Mojan Javaheripi, Farinaz Koushanfar

  21. GeneCAI

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

    Mojan Javaheripi, Farinaz Koushanfar

  22. Security of Microfluidic Biochip

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

    Farinaz Koushanfar

  23. DeepAttest

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

    Farinaz Koushanfar

  24. DeepMarks

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

    Farinaz Koushanfar

  25. ARM2GC

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

    Farinaz Koushanfar

  26. DeepSigns

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

    Farinaz Koushanfar

  27. ReDCrypt

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

    Farinaz Koushanfar

  28. SHAIP

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

    M Sadegh Riazi, Farinaz Koushanfar

  29. P3

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

    Farinaz Koushanfar

  30. Assured deep learning

    Article • November 2018, ACM (Association for Computing Machinery)

    Farinaz Koushanfar, Mojan Javaheripi

  31. DeepFense

    Article • November 2018, ACM (Association for Computing Machinery)

    Mojan Javaheripi, Farinaz Koushanfar

  32. Privacy-preserving deep learning and inference

    Article • November 2018, ACM (Association for Computing Machinery)

    M Sadegh Riazi, Farinaz Koushanfar

  33. ASHES 2017

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

    Farinaz Koushanfar, Mark Tehranipoor

  34. RISE

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

    Farinaz Koushanfar

  35. Toward Practical Secure Stable Matching

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

    M Sadegh Riazi, Farinaz Koushanfar

  36. 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

  37. DeLight

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

    Farinaz Koushanfar

  38. GarbledCPU

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

    Farinaz Koushanfar

  39. Perform-ML

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

    Farinaz Koushanfar