243 citations · 282 across the 10 of their papers we have counts for
11 papers
PDF: PUF-based DNN Fingerprinting for Knowledge Distillation Traceability
Ning Lyu, Yuntao Liu, Yonghong Bai +1
Knowledge distillation transfers large teacher models to compact student models, enabling deployment on resource-limited platforms while suffering minimal performance degradation.…
CLOAQ: Combined Logic and Angle Obfuscation for Quantum Circuits
Vincent Langford, Shihan Zhao, Hongyu Zhang +4
In the realm of quantum computing, quantum circuits serve as essential depictions of quantum algorithms, which are then compiled into executable operations for quantum computations…
Security Evaluation of Quantum Circuit Split Compilation under an Oracle-Guided Attack
Hongyu Zhang, Yuntao Liu
Quantum circuits are the fundamental representation of quantum algorithms and constitute valuable intellectual property (IP). Multiple quantum circuit obfuscation (QCO) techniques…
Red Teaming Methodology for Design Obfuscation
Yuntao Liu, Abir Akib, Zelin Lu +5
The main goal of design obfuscation schemes is to protect sensitive design details from untrusted parties in the VLSI supply chain, including but not limited to off-shore foundries…
TetrisLock: Quantum Circuit Split Compilation with Interlocking Patterns
Qian Wang, Jayden John, Ben Dong +1
In quantum computing, quantum circuits are fundamental representations of quantum algorithms, which are compiled into executable functions for quantum solutions. Quantum compilers…
OPAQUE: Obfuscating Phase in Quantum Circuit Compilation for Efficient IP Protection
Anees Rehman, Vincent Langford, Yuntao Liu
Quantum compilers play a crucial role in quantum computing by converting these algorithmic quantum circuits into forms compatible with specific quantum computer hardware. However,…
E-LoQ: Enhanced Locking for Quantum Circuit IP Protection
Yuntao Liu, Jayden John, Qian Wang
In recent years, quantum computing has started to demonstrate superior efficiency to classical computing. In quantum computing, quantum circuits that implement specific quantum alg…
TroLL: Exploiting Structural Similarities between Logic Locking and Hardware Trojans
Yuntao Liu, Aruna Jayasena, Prabhat Mishra +1
Logic locking and hardware Trojans are two fields in hardware security that have been mostly developed independently from each other. In this paper, we identify the relationship be…
DynaMarks: Defending Against Deep Learning Model Extraction Using Dynamic Watermarking
Abhishek Chakraborty, Daniel Xing, Yuntao Liu +1
The functionality of a deep learning (DL) model can be stolen via model extraction where an attacker obtains a surrogate model by utilizing the responses from a prediction API of t…
Robust and Attack Resilient Logic Locking with a High Application-Level Impact
Yuntao Liu, Michael Zuzak, Yang Xie +2
Logic locking is a hardware security technique to intellectual property (IP) against security threats in the IC supply chain, especially untrusted fabs. Such techniques incorporate…
Neural Trojans
Yuntao Liu, Yang Xie, Ankur Srivastava
While neural networks demonstrate stronger capabilities in pattern recognition nowadays, they are also becoming larger and deeper. As a result, the effort needed to train a network…