Esha Sarkar - RankMe

19 papers A 2C 1Journal 14Unranked 2

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	A Subspace Projective Clustering Approach for Backdoor Attack Detection and Mitigation in Deep Neural Networks. IEEE Trans. Artif. Intell. Yue Wang, Wenqing Li, Esha Sarkar, Muhammad Shafique, Michail Maniatakos, Saif Eddin Jabari
2023	—	`conf`	PerDoor: Persistent Backdoors in Federated Learning using Adversarial Perturbations. COINS Manaar Alam, Esha Sarkar, Michail Maniatakos
2023	C	`conf`	TRAPDOOR: Repurposing neural network backdoors to detect dataset bias in machine learning-based genomic analysis. VLSI-SoC Esha Sarkar, Constantine Doumanidis, Michail Maniatakos
2022	J	`jnl`	FaceHack: Attacking Facial Recognition Systems Using Malicious Facial Characteristics. IEEE Trans. Biom. Behav. Identity Sci. Esha Sarkar, Hadjer Benkraouda, Gopika Krishnan, Homer Gamil, Michail Maniatakos
2022	J	`jnl`	PerDoor: Persistent Non-Uniform Backdoors in Federated Learning using Adversarial Perturbations. CoRR Manaar Alam, Esha Sarkar, Michail Maniatakos
2022	J	`jnl`	PiDAn: A Coherence Optimization Approach for Backdoor Attack Detection and Mitigation in Deep Neural Networks. CoRR Yue Wang, Wenqing Li, Esha Sarkar, Muhammad Shafique, Michail Maniatakos, Saif Eddin Jabari
2022	J	`jnl`	Scalable privacy-preserving cancer type prediction with homomorphic encryption. CoRR Esha Sarkar, Eduardo Chielle, Gamze Gürsoy, Leo Chen, Mark Gerstein, Michail Maniatakos
2021	J	`jnl`	Explainability Matters: Backdoor Attacks on Medical Imaging. CoRR Munachiso Nwadike, Takumi Miyawaki, Esha Sarkar, Michail Maniatakos, Farah Shamout
2021	J	`jnl`	Fast and Scalable Private Genotype Imputation Using Machine Learning and Partially Homomorphic Encryption. IEEE Access Esha Sarkar, Eduardo Chielle, Gamze Gürsoy, Oleg Mazonka, Mark Gerstein, Michail Maniatakos
2021	A	`conf`	Remote Non-Intrusive Malware Detection for PLCs based on Chain of Trust Rooted in Hardware. EuroS&P Prashant Hari Narayan Rajput, Esha Sarkar, Dimitrios Tychalas, Michail Maniatakos
2021	J	`jnl`	Stop-and-Go: Exploring Backdoor Attacks on Deep Reinforcement Learning-Based Traffic Congestion Control Systems. IEEE Trans. Inf. Forensics Secur. Yue Wang, Esha Sarkar, Wenqing Li, Michail Maniatakos, Saif Eddin Jabari
2021	J	`jnl`	TRAPDOOR: Repurposing backdoors to detect dataset bias in machine learning-based genomic analysis. CoRR Esha Sarkar, Michail Maniatakos
2020	J	`jnl`	Backdoor Suppression in Neural Networks using Input Fuzzing and Majority Voting. IEEE Des. Test Esha Sarkar, Yousif Alkindi, Michail Maniatakos
2020	J	`jnl`	FaceHack: Triggering backdoored facial recognition systems using facial characteristics. CoRR Esha Sarkar, Hadjer Benkraouda, Michail Maniatakos
2020	A	`conf`	I came, I saw, I hacked: Automated Generation of Process-independent Attacks for Industrial Control Systems. AsiaCCS Esha Sarkar, Hadjer Benkraouda, Michail Maniatakos
2020	J	`jnl`	Practical Data-in-Use Protection Using Binary Decision Diagrams. IEEE Access Oleg Mazonka, Esha Sarkar, Eduardo Chielle, Nektarios Georgios Tsoutsos, Michail Maniatakos
2020	J	`jnl`	Watch your back: Backdoor Attacks in Deep Reinforcement Learning-based Autonomous Vehicle Control Systems. CoRR Yue Wang, Esha Sarkar, Michail Maniatakos, Saif Eddin Jabari
2019	—	`conf`	On automating delayered IC analysis for hardware IP protection. COINS Esha Sarkar, Michail Maniatakos
2017	J	`jnl`	Security and Privacy in Cyber-Physical Systems: A Survey of Surveys. IEEE Des. Test Jairo Giraldo, Esha Sarkar, Alvaro A. Cárdenas, Michail Maniatakos, Murat Kantarcioglu