Esha Sarkar
Orcid: 0000-0002-4473-7368
According to our database1,
Esha Sarkar
authored at least 19 papers
between 2017 and 2024.
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Bibliography
2024
A Subspace Projective Clustering Approach for Backdoor Attack Detection and Mitigation in Deep Neural Networks.
IEEE Trans. Artif. Intell., July, 2024
2023
TRAPDOOR: Repurposing neural network backdoors to detect dataset bias in machine learning-based genomic analysis.
Proceedings of the 31st IFIP/IEEE International Conference on Very Large Scale Integration, 2023
Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2023
2022
FaceHack: Attacking Facial Recognition Systems Using Malicious Facial Characteristics.
IEEE Trans. Biom. Behav. Identity Sci., 2022
PerDoor: Persistent Non-Uniform Backdoors in Federated Learning using Adversarial Perturbations.
CoRR, 2022
CoRR, 2022
PiDAn: A Coherence Optimization Approach for Backdoor Attack Detection and Mitigation in Deep Neural Networks.
CoRR, 2022
2021
Stop-and-Go: Exploring Backdoor Attacks on Deep Reinforcement Learning-Based Traffic Congestion Control Systems.
IEEE Trans. Inf. Forensics Secur., 2021
TRAPDOOR: Repurposing backdoors to detect dataset bias in machine learning-based genomic analysis.
CoRR, 2021
Fast and Scalable Private Genotype Imputation Using Machine Learning and Partially Homomorphic Encryption.
IEEE Access, 2021
Remote Non-Intrusive Malware Detection for PLCs based on Chain of Trust Rooted in Hardware.
Proceedings of the IEEE European Symposium on Security and Privacy, 2021
2020
IEEE Des. Test, 2020
FaceHack: Triggering backdoored facial recognition systems using facial characteristics.
CoRR, 2020
Watch your back: Backdoor Attacks in Deep Reinforcement Learning-based Autonomous Vehicle Control Systems.
CoRR, 2020
I came, I saw, I hacked: Automated Generation of Process-independent Attacks for Industrial Control Systems.
Proceedings of the ASIA CCS '20: The 15th ACM Asia Conference on Computer and Communications Security, 2020
2019
Proceedings of the International Conference on Omni-Layer Intelligent Systems, 2019
2017
IEEE Des. Test, 2017