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Sinanoglu, Ozgur

  1. LLMs and the Future of Chip Design: Unveiling Security Risks and Building Trust
    2024/05/11 by Wang Zeng, Wang, Zeng, Lilas Alrahis +7 · 8 citations
    Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Physical Unclonable Functions (PUFs) and Hardware Security
  2. AppGNN: Approximation-Aware Functional Reverse Engineering using Graph Neural Networks
    2022/08/23 by Tim Bücher, Bucher, Tim, Lilas Alrahis +8 · 2 citations
    Engineering · Materials Science · #Advanced Memory and Neural Computing #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning in Materials Science
  3. Security Closure of IC Layouts Against Hardware Trojans
    2022/11/15 by Wang, Fangzhou, Wang, Qijing, Fu, Bangqi +7 · 2 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG)
  4. VeriContaminated: Assessing LLM-Driven Verilog Coding for Data Contamination
    2025/03/17 by Wang, Zeng, Shao, Minghao, Bhandari, Jitendra +5 · 8 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG)
  5. VeriLeaky: Navigating IP Protection vs Utility in Fine-Tuning for LLM-Driven Verilog Coding
    2025/03/17 by Wang Zeng, Minghao Shao, Wang, Zeng +17 · 8 citations
    Computer Science · Engineering · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Low-power high-performance VLSI design #Machine Learning (cs.LG) #Physical Unclonable Functions (PUFs) and Hardware Security #VLSI and Analog Circuit Testing
  6. RTL-Breaker: Assessing the Security of LLMs against Backdoor Attacks on HDL Code Generation
    2024/11/26 by Lakshmi Likhitha Mankali, Mankali, Lakshmi Likhitha, Jitendra Bhandari +11 · 4 citations
    Computer Science · Engineering · #Cryptographic Implementations and Security #Cryptography and Security (cs.CR) #Electrostatic Discharge in Electronics #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Security and Verification in Computing
  7. SALAD: Systematic Assessment of Machine Unlearning on LLM-Aided Hardware Design
    2025/06/02 by Wang, Zeng, Shao, Minghao, Karn, Rupesh +6 · 7 citations
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  8. AutoLock: Automatic Design of Logic Locking with Evolutionary Computation
    2023/05/03 by Wang Zeng, Lilas Alrahis, Wang, Zeng +5 · 2 citations
    Computer Science · Engineering · #Advancements in Semiconductor Devices and Circuit Design #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis #Physical Unclonable Functions (PUFs) and Hardware Security
  9. Targeted Wearout Attacks in Microprocessor Cores
    2025/08/23 by Joshua Mashburn, Mashburn, Joshua, Johann Knechtel +9 · 1 voice
    Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #cs.AR #cs.CR
  10. Benchmarking at the Frontier of Hardware Security: Lessons from Logic Locking
    2020/06/11 by Benjamin Tan, Ramesh Karri, Tan, Benjamin +68 · 1 citation
    Computer Science · Engineering · Neuroscience · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis #Neuroscience and Neural Engineering #Physical Unclonable Functions (PUFs) and Hardware Security
  11. GNN4REL: Graph Neural Networks for Predicting Circuit Reliability Degradation
    2022/08/04 by Alrahis, Lilas, Knechtel, Johann, Klemme, Florian +2 · 1 citation
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  12. GNNUnlock: Graph Neural Networks-based Oracle-less Unlocking Scheme for\n Provably Secure Logic Locking
    2020/12/10 by Lilas Alrahis, Satwik Patnaik, Alrahis, Lilas +11 · 1 citation
    Engineering · Computer Science · #Advancements in Semiconductor Devices and Circuit Design #Physical Unclonable Functions (PUFs) and Hardware Security #Ferroelectric and Negative Capacitance Devices
  13. TrojanSAINT: Gate-Level Netlist Sampling-Based Inductive Learning for Hardware Trojan Detection
    2023/01/27 by Hazem Lashen, Lilas Alrahis, Lashen, Hazem +5 · 1 citation
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Advancements in Semiconductor Devices and Circuit Design #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Physical Unclonable Functions (PUFs) and Hardware Security
  14. PoisonedGNN: Backdoor Attack on Graph Neural Networks-based Hardware Security Systems
    2023/03/24 by Lilas Alrahis, Satwik Patnaik, Alrahis, Lilas +7 · 1 citation
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Advancements in Semiconductor Devices and Circuit Design #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Physical Unclonable Functions (PUFs) and Hardware Security
  15. DNN-Alias: Deep Neural Network Protection Against Side-Channel Attacks via Layer Balancing
    2023/03/12 by Ahmadi, Mahya Morid, Alrahis, Lilas, Sinanoglu, Ozgur +1 · 1 citation
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  16. Graph Neural Networks for Hardware Vulnerability Analysis -- Can you Trust your GNN?
    2023/03/29 by Alrahis, Lilas, Sinanoglu, Ozgur · 1 citation
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  17. Veritas: Deterministic Verilog Code Synthesis from LLM-Generated Conjunctive Normal Form
    2025/05/07 by Prithwish Basu Roy, Roy, Prithwish Basu, Akashdeep Saha +11 · 3 citations
    Computer Science · #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Hardware Architecture (cs.AR) #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques
  18. MuxLink: Circumventing Learning-Resilient MUX-Locking Using Graph Neural Network-based Link Prediction
    2021/12/14 by Lilas Alrahis, Satwik Patnaik, Alrahis, Lilas +5 · 1 citation
    Computer Science · Engineering · #Advancements in Semiconductor Devices and Circuit Design #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis #Physical Unclonable Functions (PUFs) and Hardware Security
  19. TroLLoc: Logic Locking and Layout Hardening for IC Security Closure against Hardware Trojans
    2024/05/09 by Fangzhou Wang, Wang, Fangzhou, Qijing Wang +17 · 1 citation
    Computer Science · Engineering · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Integrated Circuits and Semiconductor Failure Analysis #Machine Learning (cs.LG) #Physical Unclonable Functions (PUFs) and Hardware Security #VLSI and Analog Circuit Testing
  20. ASCENT: Amplifying Power Side-Channel Resilience via Learning & Monte-Carlo Tree Search
    2024/06/27 by Bhandari, Jitendra, Chowdhury, Animesh Basak, Nabeel, Mohammed +4 · 1 citation
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)