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2020 – today
- 2024
[j7]Yue Wang
, Wenqing Li, Esha Sarkar, Muhammad Shafique, Michail Maniatakos, Saif Eddin Jabari:
A Subspace Projective Clustering Approach for Backdoor Attack Detection and Mitigation in Deep Neural Networks. IEEE Trans. Artif. Intell. 5(7): 3497-3509 (2024)- 2023
- [c5]Manaar Alam, Esha Sarkar, Michail Maniatakos:
PerDoor: Persistent Backdoors in Federated Learning using Adversarial Perturbations. COINS 2023: 1-6 - [c4]Esha Sarkar, Constantine Doumanidis, Michail Maniatakos:
TRAPDOOR: Repurposing neural network backdoors to detect dataset bias in machine learning-based genomic analysis. VLSI-SoC 2023: 1-6 - 2022
- [j6]Esha Sarkar, Hadjer Benkraouda, Gopika Krishnan, Homer Gamil, Michail Maniatakos:
FaceHack: Attacking Facial Recognition Systems Using Malicious Facial Characteristics. IEEE Trans. Biom. Behav. Identity Sci. 4(3): 361-372 (2022) - [i7]Yue Wang, Wenqing Li, Esha Sarkar, Muhammad Shafique, Michail Maniatakos, Saif Eddin Jabari:
PiDAn: A Coherence Optimization Approach for Backdoor Attack Detection and Mitigation in Deep Neural Networks. CoRR abs/2203.09289 (2022) - [i6]Esha Sarkar, Eduardo Chielle, Gamze Gürsoy, Leo Chen, Mark Gerstein, Michail Maniatakos:
Scalable privacy-preserving cancer type prediction with homomorphic encryption. CoRR abs/2204.05496 (2022) - [i5]Manaar Alam, Esha Sarkar, Michail Maniatakos:
PerDoor: Persistent Non-Uniform Backdoors in Federated Learning using Adversarial Perturbations. CoRR abs/2205.13523 (2022) - 2021
- [j5]Esha Sarkar, Eduardo Chielle, Gamze Gürsoy, Oleg Mazonka, Mark Gerstein, Michail Maniatakos:
Fast and Scalable Private Genotype Imputation Using Machine Learning and Partially Homomorphic Encryption. IEEE Access 9: 93097-93110 (2021) - [j4]Yue Wang, Esha Sarkar, Wenqing Li, Michail Maniatakos, Saif Eddin Jabari:
Stop-and-Go: Exploring Backdoor Attacks on Deep Reinforcement Learning-Based Traffic Congestion Control Systems. IEEE Trans. Inf. Forensics Secur. 16: 4772-4787 (2021) - [c3]Prashant Hari Narayan Rajput, Esha Sarkar, Dimitrios Tychalas, Michail Maniatakos:
Remote Non-Intrusive Malware Detection for PLCs based on Chain of Trust Rooted in Hardware. EuroS&P 2021: 369-384 - [i4]Munachiso Nwadike, Takumi Miyawaki, Esha Sarkar, Michail Maniatakos, Farah Shamout:
Explainability Matters: Backdoor Attacks on Medical Imaging. CoRR abs/2101.00008 (2021) - [i3]Esha Sarkar, Michail Maniatakos:
TRAPDOOR: Repurposing backdoors to detect dataset bias in machine learning-based genomic analysis. CoRR abs/2108.10132 (2021) - 2020
- [j3]Oleg Mazonka, Esha Sarkar, Eduardo Chielle, Nektarios Georgios Tsoutsos, Michail Maniatakos:
Practical Data-in-Use Protection Using Binary Decision Diagrams. IEEE Access 8: 23847-23862 (2020) - [j2]Esha Sarkar, Yousif Alkindi, Michail Maniatakos:
Backdoor Suppression in Neural Networks using Input Fuzzing and Majority Voting. IEEE Des. Test 37(2): 103-110 (2020) - [c2]Esha Sarkar, Hadjer Benkraouda, Michail Maniatakos:
I came, I saw, I hacked: Automated Generation of Process-independent Attacks for Industrial Control Systems. AsiaCCS 2020: 744-758 - [i2]Yue Wang, Esha Sarkar, Michail Maniatakos, Saif Eddin Jabari:
Watch your back: Backdoor Attacks in Deep Reinforcement Learning-based Autonomous Vehicle Control Systems. CoRR abs/2003.07859 (2020) - [i1]Esha Sarkar, Hadjer Benkraouda, Michail Maniatakos:
FaceHack: Triggering backdoored facial recognition systems using facial characteristics. CoRR abs/2006.11623 (2020)
2010 – 2019
- 2019
- [c1]Esha Sarkar, Michail Maniatakos:
On automating delayered IC analysis for hardware IP protection. COINS 2019: 205-210 - 2017
- [j1]Jairo Giraldo, Esha Sarkar, Alvaro A. Cárdenas, Michail Maniatakos, Murat Kantarcioglu:
Security and Privacy in Cyber-Physical Systems: A Survey of Surveys. IEEE Des. Test 34(4): 7-17 (2017)
Coauthor Index
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last updated on 2024-08-03 21:13 CEST by the dblp team
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