Center for Cyber Security

Research output

Research output per year 1988 2003 2005 2013 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024

• 547 Conference contribution
• 372 Article
• 44 Chapter
• 33 Editorial
• 48 More
  • 16 Paper
  • 12 Conference article
  • 8 Review article
  • 7 Book
  • 3 Working paper
  • 1 Chapter (peer-reviewed)
  • 1 Short survey

Research output per year

Research output per year

Search results

• 2024

  ADVANCING THE UNDERSTANDING OF CLINICAL SEPSIS USING GENE EXPRESSION–DRIVEN MACHINE LEARNING TO IMPROVE PATIENT OUTCOMES

  Rashid, A., Al-Obeidat, F., Hafez, W., Benakatti, G., Malik, R. A., Koutentis, C., Sharief, J., Brierley, J., Quraishi, N., Malik, Z. A., Anwary, A., Alkhzaimi, H., Zaki, S. A., Khilnani, P., Kadwa, R., Phatak, R., Schumacher, M., Shaikh, M. G., Al-Dubai, A. & Hussain, A., Jan 1 2024, In: Shock. 61, 1, p. 4-18 15 p.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  • Treatment Outcome 100%
  • Sepsis 100%
  • Gene Expression 100%
  • Clinical Sepsis 100%
  • Machine Learning Algorithm 50%

• Always be Pre-Training: Representation Learning for Network Intrusion Detection with GNNs

  Gu, Z., Lopez, D. T., Alrahis, L. & Sinanoglu, O., 2024, Proceedings of the 25th International Symposium on Quality Electronic Design, ISQED 2024. IEEE Computer Society, (Proceedings - International Symposium on Quality Electronic Design, ISQED).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Target Encoding 100%
  • Network Based Intrusion Detection System 100%

• Beware Your Standard Cells! on Their Role in Static Power Side-Channel Attacks

  Bhandari, J., Mankali, L., Nabeel, M., Sinanoglu, O., Karri, R. & Knechtel, J., 2024, In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 43, 12, p. 4439-4452 14 p.

  Research output: Contribution to journal › Article › peer-review

  • Side-channel Attacks 100%
  • Static Power 100%
  • Power Consumption 28%
  • Computer Aided Design 16%
  • Advanced Encryption Standard 16%

• Code-Based Cryptography for Confidential Inference on FPGAs: An End-to-End Methodology

  Karn, R. R., Knechtel, J. & Sinanoglu, O., 2024, Proceedings of the 25th International Symposium on Quality Electronic Design, ISQED 2024. IEEE Computer Society, (Proceedings - International Symposium on Quality Electronic Design, ISQED).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Machine Learning 100%
  • Code-based Cryptography 100%
  • Encrypted Machine Learning 50%
  • Machine Learning Accelerator 50%
  • Random Forest Machine Learning 50%

• Coherence Attacks and Countermeasures in Interposer-based Chiplet Systems

  Chacon, G. A., Williams, C., Knechtel, J., Sinanoglu, O., Gratz, P. V. & Soteriou, V. S., Feb 15 2024, In: ACM Transactions on Architecture and Code Optimization. 21, 2, 23.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Accelerator Memory 100%
  • 2.5D Integration 14%
  • Construction Platform 14%
  • Cache Coherent 14%

• Dynamic authentication for intelligent sensor clouds in the Internet of Things

  Al-Aqrabi, H., Manasrah, A. M., Hill, R., Shatnawi, M. Q., Daoud, M. S. & Alkhzaimi, H., Jun 2024, In: International Journal of Information Security. 23, 3, p. 2003-2021 19 p.

  Research output: Contribution to journal › Article › peer-review

  • Sensor-cloud 100%
  • Intelligent Sensors 100%
  • Dynamic Authentication 100%
  • Data Consolidation 80%
  • Multiparty Authentication 40%

• Enhanced an Intrusion Detection System for IoT networks through machine learning techniques: an examination utilizing the AWID dataset

  Thabit, F., Can, O., Abdaljlil, S. & Alkhzaimi, H. A., 2024, In: Cogent Engineering. 11, 1, 2378603.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Wi-Fi 100%
  • Machine Learning Technique 100%
  • Internet of Things 100%
  • Intrusion Detection System 100%
  • Intrusion Datasets 100%

• Graph Attention Networks to Identify the Impact of Transistor Degradation on Circuit Reliability

  Mohamed, T., Van Santen, V. M., Alrahis, L., Sinanoglu, O. & Amrouch, H., Jul 1 2024, In: IEEE Transactions on Circuits and Systems I: Regular Papers. 71, 7, p. 3269-3281 13 p.

  Research output: Contribution to journal › Article › peer-review

  • Transistor 100%
  • Graph Attention Network 100%
  • Circuit Reliability 100%
  • Transistor Degradation 100%
  • Attention (Machine Learning) 100%

• HDCircuit: Brain-Inspired HyperDimensional Computing for Circuit Recognition

  Genssler, P. R., Alrahis, L., Sinanoglu, O. & Amrouch, H., 2024, 2024 Design, Automation and Test in Europe Conference and Exhibition, DATE 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings -Design, Automation and Test in Europe, DATE).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Circuit Recognition 100%
  • Hyperdimensional Computing 100%
  • Data Structure 100%
  • Extensive Training 100%
  • Encoding Circuit 100%

• Obfuscation of FSMs for Secure Outsourcing of Neural Network Inference onto FPGAs

  Karn, R. R., Knechtel, J. & Sinanoglu, O., 2024, ISCAS 2024 - IEEE International Symposium on Circuits and Systems. Institute of Electrical and Electronics Engineers Inc., (Proceedings - IEEE International Symposium on Circuits and Systems).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Secure Outsourcing 100%
  • Unique Key 25%
  • Artix-7 25%
  • Input Function 20%
  • Property Provider 20%

• Progressive Learning With Recurrent Neural Network for Sequence Classification

  Karn, R. R., Knechtel, J. & Sinanoglu, O., Mar 1 2024, In: IEEE Transactions on Circuits and Systems II: Express Briefs. 71, 3, p. 1591-1595 5 p.

  Research output: Contribution to journal › Article › peer-review

  • Sequence Classification 100%
  • Recurrent Neural Network 100%
  • Neural Network 100%
  • Progressive Learning 100%
  • Deep Learning 33%

• UN-SPLIT: Attacking Split Manufacturing Using Link Prediction in Graph Neural Networks

  Alrahis, L., Mankali, L., Patnaik, S., Sengupta, A., Knechtel, J. & Sinanoglu, O., 2024, Security, Privacy, and Applied Cryptography Engineering - 13th International Conference, SPACE 2023, Proceedings. Regazzoni, F., Mazumdar, B. & Parameswaran, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 197-213 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14412 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Link Prediction 100%
  • Graph Neural Network 100%
  • Physical Design 66%
  • Postprocessing 33%
  • Domain Knowledge 33%

• Using Static Analysis for Enhancing HLS Security

  Collini, L., Ah-kiow, J., Pilato, C., Karri, R. & Tan, B., Jun 1 2024, In: IEEE Embedded Systems Letters. 16, 2, p. 1 1 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Static Analysis 100%
  • High-level Synthesis 100%
  • High Level Synthesis 100%
  • Static Program Analysis 100%
  • Hardware Design 20%
• 2023

  A Comprehensive Literature of Genetics Cryptographic Algorithms for Data Security in Cloud Computing

  Can, O., Thabit, F., Aljahdali, A. O., Al-Homdy, S. & Alkhzaimi, H. A., 2023, (Accepted/In press) In: Cybernetics and Systems.

  Research output: Contribution to journal › Review article › peer-review

  • Data Security in Cloud 100%
  • Security in Cloud Computing 100%
  • Cloud Data Security 50%
  • Genetics Cryptography 25%
  • Corporate Security 25%

• ALMOST: Adversarial Learning to Mitigate Oracle-less ML Attacks via Synthesis Tuning

  Chowdhury, A. B., Alrahis, L., Collini, L., Knechtel, J., Karri, R., Garg, S., Sinanoglu, O. & Tan, B., 2023, 2023 60th ACM/IEEE Design Automation Conference, DAC 2023. Institute of Electrical and Electronics Engineers Inc., (Proceedings - Design Automation Conference; vol. 2023-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Machine Learning 100%
  • Simulated Annealing 33%
  • Design Optimization 33%
  • Logic Synthesis 33%
  • Power-delay Optimization 33%

• An Integrated Testbed for Trojans in Printed Circuit Boards with Fuzzing Capabilities

  Krishnamurthy, P., Pearce, H., Surabhi, V. R., Trujillo, J., Karri, R. & Khorrami, F., 2023, Proceedings - 2023 IEEE 29th International Symposium on On-Line Testing and Robust System Design, IOLTS 2023. Savino, A., Maniatakos, M., di Carlo, S. & Gizopoulos, D. (eds.). Institute of Electrical and Electronics Engineers Inc., (Proceedings - 2023 IEEE 29th International Symposium on On-Line Testing and Robust System Design, IOLTS 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Testbed 100%
  • Fuzzing 100%
  • Printed Circuit Board 100%
  • Data Visualization 50%
  • side-channel 50%

• Application of a gene modular approach for clinical phenotype genotype association and sepsis prediction using machine learning in meningococcal sepsis

  Rashid, A., Anwary, A. R., Al-Obeidat, F., Brierley, J., Uddin, M., Alkhzaimi, H., Sarpal, A., Toufiq, M., Malik, Z. A., Kadwa, R., Khilnani, P., Shaikh, M. G., Benakatti, G., Sharief, J., Zaki, S. A., Zeyada, A., Al-Dubai, A., Hafez, W. & Hussain, A., Jan 2023, In: Informatics in Medicine Unlocked. 41, 101293.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Meningococcal Sepsis 100%
  • Sepsis Prediction 100%
  • Pediatric Logistic Organ Dysfunction 100%
  • Gene Expression 100%
  • Meningococcemia 100%

• AutoLock: Automatic Design of Logic Locking with Evolutionary Computation

  Wang, Z., Alrahis, L., Sisejkovic, D. & Sinanoglu, O., 2023, Proceedings - 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks - Supplemental Volume, DSN-S 2023. Institute of Electrical and Electronics Engineers Inc., p. 200-202 3 p. (Proceedings - 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks - Supplemental Volume, DSN-S 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Automatic Design 100%
  • Evolutionary Computation 100%
  • Machine Learning 75%
  • Supply Chain 25%
  • Hardware Design 25%

• Benchmarking Advanced Security Closure of Physical Layouts: ISPD 2023 Contest

  Eslami, M., Knechtel, J., Sinanoglu, O., Karri, R. & Pagliarini, S., Mar 26 2023, ISPD 2023 - Proceedings of the 2023 International Symposium on Physical Design. Association for Computing Machinery, p. 256-264 9 p. (Proceedings of the International Symposium on Physical Design).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Benchmarking 100%
  • Computer Aided Design 100%
  • Integrated Circuits 100%
  • Physical Layout 100%
  • Hardware Security 33%

• Benchmarking Large Language Models for Automated Verilog RTL Code Generation

  Thakur, S., Ahmad, B., Fan, Z., Pearce, H., Tan, B., Karri, R., Dolan-Gavitt, B. & Garg, S., 2023, 2023 Design, Automation and Test in Europe Conference and Exhibition, DATE 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings -Design, Automation and Test in Europe, DATE; vol. 2023-April).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Verilog RTL 100%
  • Verilog Code 28%
  • Large-scale Pre-trained Model 14%
  • Evaluation Script 12%

• Biochip-PUF: Physically Unclonable Function for Microfluidic Biochips

  Singh Baban, N., Orozaliev, A., Song, Y. A., Chatterjee, U., Bose, S., Bhattacharjee, S., Karri, R. & Chakrabarty, K., 2023, Proceedings - 2023 IEEE International Test Conference, ITC 2023. Institute of Electrical and Electronics Engineers Inc., p. 166-175 10 p. (Proceedings - International Test Conference).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Bios Function 100%
  • Actuation Pressure 100%
  • Comsol Multiphysics 100%
  • Function Parameter 100%
  • Deflection Response 10%

• Bio-FP: Biochip Fingerprints for Authentication

  Baban, N. S., Saha, S., Jancheska, S., Zhou, J., Vijayavenkataraman, S., Bhattacharjee, S., Song, Y. A., Chakrabarty, K. & Karri, R., 2023, BioCAS 2023 - 2023 IEEE Biomedical Circuits and Systems Conference, Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., (BioCAS 2023 - 2023 IEEE Biomedical Circuits and Systems Conference, Conference Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Authentication 100%
  • Transfer Learning 50%
  • Supply Chain 50%
  • authentication scheme 50%
  • Classification Accuracy 50%

• Bypassing Tunnels: Leaking VPN Client Traffic by Abusing Routing Tables

  Xue, N., Malla, Y., Xia, Z., Pöpper, C. & Vanhoef, M., 2023, 32nd USENIX Security Symposium, USENIX Security 2023. USENIX Association, p. 5719-5736 18 p. (32nd USENIX Security Symposium, USENIX Security 2023; vol. 8).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Virtual Private Network 100%
  • Virtual Private Networks 100%

• Chip-Chat: Challenges and Opportunities in Conversational Hardware Design

  Blocklove, J., Garg, S., Karri, R. & Pearce, H., 2023, 2023 ACM/IEEE 5th Workshop on Machine Learning for CAD, MLCAD 2023. Institute of Electrical and Electronics Engineers Inc., (2023 ACM/IEEE 5th Workshop on Machine Learning for CAD, MLCAD 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Hardware Design 100%
  • Large Language Model 100%
  • Chat 100%
  • Artificial Intelligence 50%
  • Hardware Description Languages 50%

• CodexLeaks: Privacy Leaks from Code Generation Language Models in GitHub Copilot

  Niu, L., Mirza, S., Maradni, Z. & Pöpper, C., 2023, 32nd USENIX Security Symposium, USENIX Security 2023. USENIX Association, p. 2133-2150 18 p. (32nd USENIX Security Symposium, USENIX Security 2023; vol. 3).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Generation Language 100%
  • Non-public 25%
  • Code Assistants 25%
  • Autocompletion 25%
  • Membership Inference 25%

• CoFHEE: A Co-processor for Fully Homomorphic Encryption Execution

  Nabeel, M., Soni, D., Ashraf, M., Gebremichael, M. A., Gamil, H., Chielle, E., Karri, R., Sanduleanu, M. & Maniatakos, M., 2023, 2023 Design, Automation and Test in Europe Conference and Exhibition, DATE 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings -Design, Automation and Test in Europe, DATE; vol. 2023-April).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Application Specific Integrated Circuit 100%
  • Coprocessor 100%
  • Fully Homomorphic Encryption 100%
  • Software Implementation 50%
  • Polynomial Degree 50%

• Comprehensive Reliability Analysis of 22nm FDSOI SRAM from Device Physics to Deep Learning

  Prakash, O., Novkin, R., Surabhi, V. R., Krishnamurthy, P., Karri, R., Khorrami, F. & Amrouch, H., 2023, ISCAS 2023 - 56th IEEE International Symposium on Circuits and Systems, Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2023-May).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Physics 100%
  • Neural Network 100%
  • Error Analysis 100%
  • Deep Learning 100%
  • Comprehensive Reliability Analysis 100%

• ConVERTS: Contrastively Learning Structurally InVariant Netlist Representations

  Chowdhury, A. B., Bhandari, J., Collini, L., Karri, R., Tan, B. & Garg, S., 2023, 2023 ACM/IEEE 5th Workshop on Machine Learning for CAD, MLCAD 2023. Institute of Electrical and Electronics Engineers Inc., (2023 ACM/IEEE 5th Workshop on Machine Learning for CAD, MLCAD 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Netlist 100%
  • Register-Transfer Level 100%
  • Register Transfer Level 66%
  • Hardware Design 50%
  • Training Data 50%

• Cryptography Algorithms for Enhancing IoT Security

  Thabit, F., Can, O., Aljahdali, A. O., Al-Gaphari, G. H. & Alkhzaimi, H. A., Jul 2023, In: Internet of Things (Netherlands). 22, 100759.

  Research output: Contribution to journal › Article › peer-review

  • Technology Architecture 100%
  • Internet of Things Architecture 100%

• Cybersecurity Considerations for Deep Renovation

  Sonkor, M. S. & García de Soto, B., 2023, Palgrave Studies in Digital Business and Enabling Technologies. Palgrave Macmillan, p. 135-151 17 p. (Palgrave Studies in Digital Business and Enabling Technologies; vol. Part F1217).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  Open Access

  • Deep Renovation 100%
  • Contingency Approach 20%

• Data security techniques in cloud computing based on machine learning algorithms and cryptographic algorithms: Lightweight algorithms and genetics algorithms

  Thabit, F., Can, O., Wani, R. U. Z., Qasem, M. A., Thorat, S. B. & Alkhzaimi, H. A., Sep 25 2023, In: Concurrency Computation Practice and Experience. 35, 21, e7691.

  Research output: Contribution to journal › Article › peer-review

  • Lightweight Algorithm 100%
  • Cloud Computing Model 16%
  • Information Security System 16%
  • Cloud Computing System 16%

• Design Space Exploration of Modular Multipliers for ASIC FHE accelerators

  Soni, D., Nabeel, M., Gamil, H., Mazonka, O., Reagen, B., Karri, R. & Maniatakos, M., 2023, Proceedings of the 24th International Symposium on Quality Electronic Design, ISQED 2023. IEEE Computer Society, (Proceedings - International Symposium on Quality Electronic Design, ISQED; vol. 2023-April).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Application Specific Integrated Circuit 100%
  • Design-Space Exploration 100%
  • Fully Homomorphic Encryption 100%
  • Modular multiplier 100%
  • Bit-parallel 50%

• Dictionary Attacks on Speaker Verification

  Marras, M., Korus, P., Jain, A. & Memon, N., 2023, In: IEEE Transactions on Information Forensics and Security. 18, p. 773-788 16 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Generic Formulation 100%
  • Cloning System 100%
  • Speaker Encoder 100%
  • Voice Cloning 100%
  • Speaker Embedding 100%

• Examining Zero-Shot Vulnerability Repair with Large Language Models

  Pearce, H., Tan, B., Ahmad, B., Karri, R. & Dolan-Gavitt, B., 2023, Proceedings - 44th IEEE Symposium on Security and Privacy, SP 2023. Institute of Electrical and Electronics Engineers Inc., p. 2339-2356 18 p. (Proceedings - IEEE Symposium on Security and Privacy; vol. 2023-May).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Zero-shot 100%
  • Vulnerability Mitigation 100%
  • Large Language Models 100%
  • Large Language Model 100%
  • Black Box 20%

• Examining Zero-Shot Vulnerability Repair with Large Language Models

  Pearce, H., Tan, B., Ahmad, B., Karri, R. & Dolan-Gavitt, B., 2023, Proceedings - 44th IEEE Symposium on Security and Privacy, SP 2023. Institute of Electrical and Electronics Engineers Inc., p. 2339-2356 18 p. (Proceedings - IEEE Symposium on Security and Privacy; vol. 2023-May).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Large Language Model 100%
  • Open Source 20%
  • Cybersecurity 20%
  • Performance Model 20%
  • Key Information 20%

• FerroCoin: Ferroelectric Tunnel Junction-Based True Random Number Generator

  Chatterjee, S., Rangarajan, N., Patnaik, S., Rajasekharan, D., Sinanoglu, O. & Chauhan, Y. S., Apr 1 2023, In: IEEE Transactions on Emerging Topics in Computing. 11, 2, p. 541-547 7 p.

  Research output: Contribution to journal › Article › peer-review

  • Random Number 100%
  • Bit Rate 42%
  • Ferroelectric Materials 33%
  • Metrics 28%
  • On-chip Solution 16%

• FPGA-Patch: Mitigating Remote Side-Channel Attacks on FPGAs using Dynamic Patch Generation

  Ahmadi, M. M., Alrahis, L., Sinanoglu, O. & Shafique, M., 2023, 2023 IEEE/ACM International Symposium on Low Power Electronics and Design, ISLPED 2023. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Symposium on Low Power Electronics and Design; vol. 2023-August).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Patch Generation 100%
  • Dynamic Patches 100%
  • Field Programmable Gate Arrays 100%
  • Side Channel Attack 100%
  • side-channel 100%

• Freaky Leaky SMS: Extracting User Locations by Analyzing SMS Timings

  Bitsikas, E., Schnitzler, T., Pöpper, C. & Ranganathan, A., 2023, 32nd USENIX Security Symposium, USENIX Security 2023. USENIX Association, p. 2151-2168 18 p. (32nd USENIX Security Symposium, USENIX Security 2023; vol. 3).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Delivery Report 100%
  • Popular Communication 50%

• Graph Neural Networks: A Powerful and Versatile Tool for Advancing Design, Reliability, and Security of ICs

  Alrahis, L., Knechtel, J. & Sinanoglu, O., Jan 16 2023, ASP-DAC 2023 - 28th Asia and South Pacific Design Automation Conference, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 83-90 8 p. (Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Integrated Circuits 100%
  • Security Design 100%
  • Design Reliability 100%
  • Graph Neural Network 100%
  • Electronic Circuit 100%

• Graph Neural Networks for Hardware Vulnerability Analysis - Can you Trust your GNN?

  Alrahis, L. & Sinanoglu, O., 2023, Proceedings - 2023 IEEE 41st VLSI Test Symposium, VTS 2023. IEEE Computer Society, (Proceedings of the IEEE VLSI Test Symposium; vol. 2023-April).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Vulnerability Assessment 100%
  • Graph Neural Network 100%
  • Hardware Vulnerabilities 100%
  • Structured Data 14%
  • Supply Chain 14%

• Hardware-Supported Patching of Security Bugs in Hardware IP Blocks

  Liu, W. K., Tan, B., Fung, J. M., Karri, R. & Chakrabarty, K., Jan 1 2023, In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 42, 1, p. 54-67 14 p.

  Research output: Contribution to journal › Article › peer-review

  • System-on-chip 100%
  • Intellectual Property 100%
  • Security Bugs 100%
  • Hardware Intellectual Property 100%
  • Experimental Result 100%

• High-Level Approaches to Hardware Security: A Tutorial

  Pearce, H., Karri, R. & Tan, B., Apr 20 2023, In: ACM Transactions on Embedded Computing Systems. 22, 3, 45.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Integrated Circuits 100%
  • Hardware Security 100%
  • Attackers 66%
  • Scan Chain 33%
  • Side Channel Attack 33%

• Hope of Delivery: Extracting User Locations From Mobile Instant Messengers

  Schnitzler, T., Kohls, K., Bitsikas, E. & Pöpper, C., 2023, 30th Annual Network and Distributed System Security Symposium, NDSS 2023. The Internet Society, (30th Annual Network and Distributed System Security Symposium, NDSS 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Messenger Service 100%
  • Countermeasure Evaluation 75%
  • Messenger Services 75%
  • Threema 75%
  • Privacy-friendly 75%

• Identity-Preserving Aging of Face Images via Latent Diffusion Models

  Banerjee, S., Mittal, G., Joshi, A., Hegde, C. & Memon, N., 2023, 2023 IEEE International Joint Conference on Biometrics, IJCB 2023. Institute of Electrical and Electronics Engineers Inc., (2023 IEEE International Joint Conference on Biometrics, IJCB 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Latent Diffusion Model 100%
  • Identity Preserving 100%
  • Aging Face 50%
  • Automated Face Recognition 50%
  • Facial Aging 50%

• Investigating the Use of ChatGPT for the Scheduling of Construction Projects

  Prieto, S. A., Mengiste, E. T. & García de Soto, B., Apr 2023, In: Buildings. 13, 4, 857.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Construction Projects 100%
  • Chat Generative Pre-trained Transformer (ChatGPT) 100%
  • Tasks 100%
  • ChatGPT 100%
  • Limitations 50%

• Invited Paper: Towards the Imagenets of ML4EDA

  Chowdhury, A. B., Thakur, S., Pearce, H., Karri, R. & Garg, S., 2023, 2023 42nd IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Prototypical Learning 100%
  • And-Inverter Graph 100%
  • Dataset Protection 100%
  • Dataset Quality 100%
  • Project Hardware 66%

• Learning Malicious Circuits in FPGA Bitstreams

  Elnaggar, R., Chaudhuri, J., Karri, R. & Chakrabarty, K., Mar 1 2023, In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 42, 3, p. 726-739 14 p.

  Research output: Contribution to journal › Article › peer-review

  • Embedded Bitstream 100%
  • Support Domain 100%
  • Configuration Bitstream 80%
  • Voltage Attacks 80%

• Lightweight Two-Factor-Based User Authentication Protocol for IoT-Enabled Healthcare Ecosystem in Quantum Computing

  Al-saggaf, A. A., Sheltami, T., Alkhzaimi, H. & Ahmed, G., Feb 2023, In: Arabian Journal for Science and Engineering. 48, 2, p. 2347-2357 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Healthcare Ecosystem 100%
  • Fuzzy Commitment Scheme 66%
  • Mutual Resistance 33%
  • Biometric Template Protection 33%
  • Stolen Smart Card Attack 33%

• Lost at C: A User Study on the Security Implications of Large Language Model Code Assistants

  Sandoval, G., Pearce, H., Nys, T., Karri, R., Garg, S. & Dolan-Gavitt, B., 2023, 32nd USENIX Security Symposium, USENIX Security 2023. USENIX Association, p. 2205-2222 18 p. (32nd USENIX Security Symposium, USENIX Security 2023; vol. 3).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Security Implication 100%
  • Large Language Model 100%
  • Artificial Intelligence 40%
  • Cybersecurity 20%
  • Relative Frequency 20%

• Optimizing Constrained-Modulus Barrett Multiplier for Power and Flexibility

  Soni, D., Nabeel, M., Karri, R. & Maniatakos, M., 2023, 2023 IFIP/IEEE 31st International Conference on Very Large Scale Integration, VLSI-SoC 2023. IEEE Computer Society, (IEEE/IFIP International Conference on VLSI and System-on-Chip, VLSI-SoC).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Fully Homomorphic Encryption 100%
  • Power Consumption 66%
  • Approximation (Algorithm) 33%
  • Encryption Scheme 33%
  • Hardware Accelerator 33%