An Energy-Efficient Cyclic Diversionary Routing Strategy against Global Eavesdroppers in Wireless Sensor Networks. - Ju Ren 001; Yaoxue Zhang; Kang Liu 017 (Int. J. Distributed Sens. Networks, 2013)

Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks. - Kang Liu 017; Brendan Dolan-Gavitt; Siddharth Garg (RAID, 2018)

Building Robust Machine Learning Systems: Current Progress, Research Challenges, and Opportunities. - Jeff Jun Zhang; Kang Liu 017; Faiq Khalid; Muhammad Abdullah Hanif; Semeen Rehman; Theocharis Theocharides; Alessandro Artussi; Muhammad Shafique 001; Siddharth Garg (DAC, 2019)

BadNets: Evaluating Backdooring Attacks on Deep Neural Networks. - Tianyu Gu; Kang Liu 017; Brendan Dolan-Gavitt; Siddharth Garg (IEEE Access, 2019)

Are Adversarial Perturbations a Showstopper for ML-Based CAD? A Case Study on CNN-Based Lithographic Hotspot Detection. - Kang Liu 017; Haoyu Yang; Yuzhe Ma; Benjamin Tan 001; Bei Yu 001; Evangeline F. Y. Young; Ramesh Karri; Siddharth Garg (CoRR, 2019)

Poisoning the (Data) Well in ML-Based CAD: A Case Study of Hiding Lithographic Hotspots. - Kang Liu 017; Benjamin Tan 001; Ramesh Karri; Siddharth Garg (DATE, 2020)

NNoculation: Broad Spectrum and Targeted Treatment of Backdoored DNNs. - Akshaj Kumar Veldanda; Kang Liu 017; Benjamin Tan 001; Prashanth Krishnamurthy; Farshad Khorrami; Ramesh Karri; Brendan Dolan-Gavitt; Siddharth Garg (CoRR, 2020)

Adversarial Perturbation Attacks on ML-based CAD: A Case Study on CNN-based Lithographic Hotspot Detection. - Kang Liu 017; Haoyu Yang; Yuzhe Ma; Benjamin Tan 001; Bei Yu 001; Evangeline F. Y. Young; Ramesh Karri; Siddharth Garg (ACM Trans. Design Autom. Electr. Syst., 2020)

Subverting Privacy-Preserving GANs: Hiding Secrets in Sanitized Images. - Kang Liu 017; Benjamin Tan 001; Siddharth Garg (AAAI, 2021)

Attacking a CNN-based Layout Hotspot Detector Using Group Gradient Method. - Haoyu Yang; Shifan Zhang; Kang Liu 017; Siting Liu 002; Benjamin Tan 001; Ramesh Karri; Siddharth Garg; Bei Yu 001; Evangeline F. Y. Young (ASP-DAC, 2021)

NNoculation: Catching BadNets in the Wild. - Akshaj Kumar Veldanda; Kang Liu 017; Benjamin Tan 001; Prashanth Krishnamurthy; Farshad Khorrami; Ramesh Karri; Brendan Dolan-Gavitt; Siddharth Garg (AISec@CCS, 2021)

Can We Trust Machine Learning for Electronic Design Automation? - Kang Liu 017; Jeff Jun Zhang; Benjamin Tan 001; Dan Feng 001 (SoCC, 2021)

Training Data Poisoning in ML-CAD: Backdooring DL-Based Lithographic Hotspot Detectors. - Kang Liu 017; Benjamin Tan 001; Ramesh Karri; Siddharth Garg (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021)

Bias Busters: Robustifying DL-Based Lithographic Hotspot Detectors Against Backdooring Attacks. - Kang Liu 017; Benjamin Tan 001; Gaurav Rajavendra Reddy; Siddharth Garg; Yiorgos Makris; Ramesh Karri (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021)

Denial-of-Service Attacks on Learned Image Compression. - Kang Liu 017; Di Wu; Yiru Wang; Dan Feng 001; Benjamin Tan 001; Siddharth Garg (CoRR, 2022)

Accelerating Persistent Hash Indexes via Reducing Negative Searches. - Renzhi Xiao; Hong Jiang 001; Dan Feng 001; Yuchong Hu; Wei Tong 001; Kang Liu 017; Yucheng Zhang; Xueliang Wei; Zhengtao Li (ICCD, 2023)

LOSSS-Logic Synthesis based on Several Stateful logic gates for high time-efficient computing. - Yihong Hu; Nuo Xu; Chaochao Feng; Wei Tong 001; Kang Liu 017; Liang Fang (ASPDAC, 2024)

CAMO: Correlation-Aware Mask Optimization with Modulated Reinforcement Learning. - Xiaoxiao Liang; Haoyu Yang; Kang Liu 017; Bei Yu 001; Yuzhe Ma (DAC, 2024)

Manipulation Attacks on Learned Image Compression. - Kang Liu 017; Di Wu; Yangyu Wu 003; Yiru Wang; Dan Feng 001; Benjamin Tan 001; Siddharth Garg (IEEE Trans. Artif. Intell., 2024)

Interpretable CNN-Based Lithographic Hotspot Detection Through Error Marker Learning. - Haoyang Sun; Cong Jiang; Xun Ye; Dan Feng 001; Benjamin Tan 001; Yuzhe Ma; Kang Liu 017 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)

LithoExp: Explainable Two-stage CNN-based Lithographic Hotspot Detection with Layout Defect Localization. - Cong Jiang; Haoyang Sun; Dan Feng 001; Zhiyao Xie; Benjamin Tan 001; Kang Liu 017 (ACM Trans. Design Autom. Electr. Syst., 2025)

ILOSSS - Improved Logic Synthesis based on Several Stateful Logic Gates. - Nuo Xu; Yihong Hu; Chaochao Feng; Wei Tong 001; Kang Liu 017; Liang Fang (ACM Trans. Design Autom. Electr. Syst., 2025)