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2012.05948
Cited By
GNNUnlock: Graph Neural Networks-based Oracle-less Unlocking Scheme for Provably Secure Logic Locking
Design, Automation and Test in Europe (DATE), 2020
10 December 2020
Lilas Alrahis
Satwik Patnaik
Faiq Khalid
Muhammad Abdullah Hanif
H. Saleh
Mohamed Bennai
Ozgur Sinanoglu
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Papers citing
"GNNUnlock: Graph Neural Networks-based Oracle-less Unlocking Scheme for Provably Secure Logic Locking"
20 / 20 papers shown
Logic Encryption: This Time for Real
Rupesh Karn
Lakshmi Likhitha Mankali
Zeng Wang
Saideep Sreekumar
P. Roy
Ozgur Sinanoglu
Lilas Alrahis
J. Knechtel
67
0
0
30 Nov 2025
Library-Attack: Reverse Engineering Approach for Evaluating Hardware IP Protection
Aritra Dasgupta
Sudipta Paria
Christopher Sozio
Andrew Lukefahr
Swarup Bhunia
AAML
198
3
0
21 Jan 2025
DECOR: Enhancing Logic Locking Against Machine Learning-Based Attacks
Yinghua Hu
Kaixin Yang
Subhajit Dutta Chowdhury
Pierluigi Nuzzo
AAML
161
1
0
04 Mar 2024
AutoLock: Automatic Design of Logic Locking with Evolutionary Computation
Zeng Wang
Lilas Alrahis
Dominik Sisejkovic
Ozgur Sinanoglu
AAML
153
4
0
03 May 2023
Unraveling Latch Locking Using Machine Learning, Boolean Analysis, and ILP
IEEE International Symposium on Quality Electronic Design (ISQED), 2023
Dake Chen
Xuan Zhou
Yinghua Hu
Yuke Zhang
Kaixin Yang
A. Rittenbach
Pierluigi Nuzzo
Peter A. Beerel
163
2
0
28 Apr 2023
Graph Neural Networks for Hardware Vulnerability Analysis -- Can you Trust your GNN?
IEEE VLSI Test Symposium (VTS), 2023
Lilas Alrahis
Ozgur Sinanoglu
251
5
0
29 Mar 2023
TrojanSAINT: Gate-Level Netlist Sampling-Based Inductive Learning for Hardware Trojan Detection
International Symposium on Circuits and Systems (ISCAS), 2023
Hazem Lashen
Lilas Alrahis
J. Knechtel
Ozgur Sinanoglu
173
29
0
27 Jan 2023
Hybrid Protection of Digital FIR Filters
Levent Aksoy
Quang-Linh Nguyen
Felipe Almeida
J. Raik
M. Flottes
Sophie Dupuis
S. Pagliarini
121
7
0
26 Jan 2023
Graph Neural Networks: A Powerful and Versatile Tool for Advancing Design, Reliability, and Security of ICs
Asia and South Pacific Design Automation Conference (ASP-DAC), 2022
Lilas Alrahis
J. Knechtel
Ozgur Sinanoglu
GNN
AI4CE
220
31
0
29 Nov 2022
Embracing Graph Neural Networks for Hardware Security (Invited Paper)
Lilas Alrahis
Satwik Patnaik
Mohamed Bennai
Ozgur Sinanoglu
224
24
0
17 Aug 2022
GNN4REL: Graph Neural Networks for Predicting Circuit Reliability Degradation
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), 2022
Lilas Alrahis
J. Knechtel
F. Klemme
H. Amrouch
Ozgur Sinanoglu
193
33
0
04 Aug 2022
Complexity Analysis of the SAT Attack on Logic Locking
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), 2022
Yadi Zhong
Ujjwal Guin
196
29
0
05 Jul 2022
AFIA: ATPG-Guided Fault Injection Attack on Secure Logic Locking
Journal of electronic testing (JET), 2022
Yadi Zhong
Ayush Jain
M. T. Rahman
Navid Asadizanjani
Jiafeng Xie
Ujjwal Guin
251
12
0
09 Jun 2022
Designing ML-Resilient Locking at Register-Transfer Level
Design Automation Conference (DAC), 2022
Dominik Sisejkovic
Luca Collini
Benjamin Tan
C. Pilato
Ramesh Karri
Rainer Leupers
AAML
175
7
0
10 Mar 2022
MuxLink: Circumventing Learning-Resilient MUX-Locking Using Graph Neural Network-based Link Prediction
Lilas Alrahis
Satwik Patnaik
Mohamed Bennai
Ozgur Sinanoglu
AAML
144
41
0
14 Dec 2021
ReIGNN: State Register Identification Using Graph Neural Networks for Circuit Reverse Engineering
Subhajit Dutta Chowdhury
Kaixin Yang
Pierluigi Nuzzo
GNN
117
34
0
01 Dec 2021
UNTANGLE: Unlocking Routing and Logic Obfuscation Using Graph Neural Networks-based Link Prediction
Lilas Alrahis
Satwik Patnaik
Muhammad Abdullah Hanif
Mohamed Bennai
Ozgur Sinanoglu
AAML
208
35
0
13 Nov 2021
Deceptive Logic Locking for Hardware Integrity Protection against Machine Learning Attacks
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), 2021
Dominik Sisejkovic
Farhad Merchant
Lennart M. Reimann
Rainer Leupers
AAML
298
49
0
19 Jul 2021
Logic Locking at the Frontiers of Machine Learning: A Survey on Developments and Opportunities
Dominik Sisejkovic
Lennart M. Reimann
Elmira Moussavi
Farhad Merchant
Rainer Leupers
AAML
456
18
0
05 Jul 2021
UNSAIL: Thwarting Oracle-Less Machine Learning Attacks on Logic Locking
IEEE Transactions on Information Forensics and Security (IEEE TIFS), 2020
Lilas Alrahis
Satwik Patnaik
J. Knechtel
H. Saleh
B. Mohammad
Mahmoud Al-Qutayri
Ozgur Sinanoglu
AAML
197
35
0
29 Dec 2020
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