Security and privacy in cyber-physical systems: A survey of surveys J Giraldo, E Sarkar, AA Cardenas, M Maniatakos, M Kantarcioglu IEEE Design & Test 34 (4), 7-17, 2017 | 332 | 2017 |
Stop-and-go: Exploring backdoor attacks on deep reinforcement learning-based traffic congestion control systems Y Wang, E Sarkar, W Li, M Maniatakos, SE Jabari IEEE Transactions on Information Forensics and Security 16, 4772-4787, 2021 | 79 | 2021 |
Facehack: Attacking facial recognition systems using malicious facial characteristics E Sarkar, H Benkraouda, G Krishnan, H Gamil, M Maniatakos IEEE Transactions on Biometrics, Behavior, and Identity Science 4 (3), 361-372, 2021 | 53* | 2021 |
Backdoor suppression in neural networks using input fuzzing and majority voting E Sarkar, Y Alkindi, M Maniatakos IEEE Design & Test 37 (2), 103-110, 2020 | 30 | 2020 |
Fast and scalable private genotype imputation using machine learning and partially homomorphic encryption E Sarkar, E Chielle, G Gürsoy, O Mazonka, M Gerstein, M Maniatakos IEEE access 9, 93097-93110, 2021 | 26 | 2021 |
Privacy-preserving cancer type prediction with homomorphic encryption E Sarkar, E Chielle, G Gursoy, L Chen, M Gerstein, M Maniatakos Scientific reports 13 (1), 1661, 2023 | 18* | 2023 |
I came, I saw, I hacked: Automated generation of process-independent attacks for industrial control systems E Sarkar, H Benkraouda, M Maniatakos Proceedings of the 15th ACM asia conference on computer and communications …, 2020 | 17 | 2020 |
Explainability Matters: Backdoor Attacks on Medical Imaging M Nwadike, T Miyawaki, E Sarkar, M Maniatakos, F Shamout AAAI 2021 Workshop: Trustworthy AI for Healthcare, 2020 | 15 | 2020 |
Remote non-intrusive malware detection for plcs based on chain of trust rooted in hardware PHN Rajput, E Sarkar, D Tychalas, M Maniatakos 2021 IEEE European Symposium on Security and Privacy (EuroS&P), 369-384, 2021 | 14 | 2021 |
On automating delayered IC analysis for hardware IP protection E Sarkar, M Maniatakos Proceedings of the International Conference on Omni-Layer Intelligent …, 2019 | 8 | 2019 |
PerDoor: Persistent Backdoors in Federated Learning using Adversarial Perturbations M Alam, E Sarkar, M Maniatakos 2023 IEEE International Conference on Omni-layer Intelligent Systems (COINS …, 2023 | 6* | 2023 |
A Subspace Projective Clustering Approach for Backdoor Attack Detection and Mitigation in Deep Neural Networks Y Wang, W Li, E Sarkar, M Shafique, M Maniatakos, SE Jabari IEEE Transactions on Artificial Intelligence, 2024 | 5* | 2024 |
Practical data-in-use protection using binary decision diagrams O Mazonka, E Sarkar, E Chielle, NG Tsoutsos, M Maniatakos IEEE Access 8, 23847-23862, 2020 | 3 | 2020 |
TRAPDOOR: Repurposing neural network backdoors to detect dataset bias in machine learning-based genomic analysis E Sarkar, C Doumanidis, M Maniatakos 2023 IFIP/IEEE 31st International Conference on Very Large Scale Integration …, 2023 | 2* | 2023 |
On the Vulnerability of Deep Reinforcement Learning to Backdoor Attacks in Autonomous Vehicles Y Wang, E Sarkar, SE Jabari, M Maniatakos Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing: Use …, 2023 | | 2023 |
Enhancing Security and Privacy of Cyber-Physical Systems Using Machine Learning E Sarkar New York University Tandon School of Engineering, 2022 | | 2022 |
Standardization and Diversity in Industrial Control Systems: Fallacies and Pitfalls from a Cybersecurity Standpoint D. Tychalas, E. Sarkar, P. Rajput, H. Benkraouda, M. Maniatakos TC-CPS Newsletter 5 (1), 7-12, 2020 | | 2020 |