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Benjamin Tan
Benjamin Tan
Assistant Professor, University of Calgary
Verified email at ucalgary.ca - Homepage
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Year
NNoculation: broad spectrum and targeted treatment of backdoored DNNs
AK Veldanda, K Liu, B Tan, P Krishnamurthy, F Khorrami, R Karri, ...
arXiv preprint arXiv:2002.08313, 2020
332020
Adversarial Perturbation Attacks on ML-based CAD: A Case Study on CNN-based Lithographic Hotspot Detection
K Liu, H Yang, Y Ma, B Tan, B Yu, EFY Young, R Karri, S Garg
ACM Transactions on Design Automation of Electronic Systems (TODAES) 25 (5 …, 2020
182020
Poisoning the (Data) Well in ML-Based CAD: A Case Study of Hiding Lithographic Hotspots
K Liu, B Tan, R Karri, S Garg
2020 Design, Automation & Test in Europe Conference & Exhibition (DATE), 306-309, 2020
162020
An Empirical Cybersecurity Evaluation of GitHub Copilot's Code Contributions
H Pearce, B Ahmad, B Tan, B Dolan-Gavitt, R Karri
arXiv e-prints, arXiv: 2108.09293, 2021
152021
Benchmarking at the Frontier of Hardware Security: Lessons from Logic Locking
B Tan, R Karri, N Limaye, A Sengupta, O Sinanoglu, MM Rahman, ...
arXiv preprint arXiv:2006.06806, 2020
152020
Towards decentralized system-level security for MPSoC-based embedded applications
B Tan, M Biglari-Abhari, Z Salcic
Journal of Systems Architecture 80, 41-55, 2017
122017
Bias Busters: Robustifying DL-based Lithographic Hotspot Detectors Against Backdooring Attacks
K Liu, B Tan, GR Reddy, S Garg, M Yiorgos, R Karri
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2020
72020
Toward Hardware-Based IP Vulnerability Detection and Post-Deployment Patching in Systems-on-Chip
B Tan, R Elnaggar, JM Fung, R Karri, K Chakrabarty
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020
62020
Exploring eFPGA-based Redaction for IP Protection
J Bhandari, AKT Moosa, B Tan, C Pilato, G Gore, X Tang, S Temple, ...
2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-9, 2021
52021
An Automated Security-Aware Approach for Design of Embedded Systems on MPSoC
B Tan, M Biglari-Abhari, Z Salcic
ACM Transactions on Embedded Computing Systems (TECS) 16 (5s), 1-20, 2017
52017
A system-level security approach for heterogeneous MPSoCs
B Tan, M Biglari-Abhari, Z Salcic
2016 Conference on Design and Architectures for Signal and Image Processing …, 2016
52016
OpenABC-D: A Large-Scale Dataset For Machine Learning Guided Integrated Circuit Synthesis
AB Chowdhury, B Tan, R Karri, S Garg
arXiv preprint arXiv:2110.11292, 2021
32021
Challenges and New Directions for AI and Hardware Security
B Tan, R Karri
2020 IEEE 63rd International Midwest Symposium on Circuits and Systems …, 2020
32020
Can OpenAI Codex and Other Large Language Models Help Us Fix Security Bugs?
H Pearce, B Tan, B Ahmad, R Karri, B Dolan-Gavitt
arXiv preprint arXiv:2112.02125, 2021
22021
Not All Fabrics Are Created Equal: Exploring eFPGA Parameters For IP Redaction
J Bhandari, AKT Moosa, B Tan, C Pilato, G Gore, X Tang, S Temple, ...
arXiv preprint arXiv:2111.04222, 2021
22021
Robust Deep Learning for IC Test Problems
AB Chowdhury, B Tan, S Garg, R Karri
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2021
22021
Attacking a CNN-based Layout Hotspot Detector Using Group Gradient Method
H Yang, S Zhang, K Liu, S Liu, B Tan, R Karri, S Garg, B Yu, EFY Young
2021 26th Asia and South Pacific Design Automation Conference (ASP-DAC), 2021
22021
Explaining and Interpreting Machine Learning CAD Decisions: An IC Testing Case Study
P Krishnamurthy, AB Chowdhury, B Tan, F Khorrami, R Karri
2020 ACM/IEEE 2nd Workshop on Machine Learning for CAD (MLCAD), 129-134, 2020
22020
DAVE: Deriving Automatically Verilog from English
H Pearce, B Tan, R Karri
Proceedings of the 2020 ACM/IEEE Workshop on Machine Learning for CAD, 27–32, 2020
22020
Training Data Poisoning in ML-CAD: Backdooring DL-Based Lithographic Hotspot Detectors
K Liu, B Tan, R Karri, S Garg
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020
22020
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