Andrea Paudice - Concepedia

Author

Andrea Paudice

Imperial College London ORCID

Also Known As

Andrea Paudice, Paudice, A., Paudice, Andrea

Publications

849

Citations

H-Index

Concepts

All Affiliations

Imperial College London University of Cagliari University of Naples Federico II

About

Andrea Paudice is an author at Imperial College London specializing in engineering, computer science, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	7	7	817
2	Computer Science	6	6	785
3	Data Science	6	6	805
4	Public Health	1	1	13
5	Systems Engineering	1	1	12

Andrea Paudice

Publications

828

Citations

H-Index

Page 1

	Year	Citations
Towards poisoning of deep learning algorithms with back-gradient optimization Luis Muñoz-González, Battista Biggio, Ambra Demontis, UNICA IRIS Institutional Research Information System (University of Cagliari) Artificial IntelligenceEngineeringMachine LearningPoisoning PointsEvasion Technique	2017	532
Detection of Adversarial Training Examples in Poisoning Attacks through Anomaly Detection Andrea Paudice, Luis Muñoz-González, András György, arXiv (Cornell University) Training DataEvasion TechniqueAnomaly DetectionMachine LearningData Science	2018	112
Towards Poisoning of Deep Learning Algorithms with Back-gradient Optimization Luis Muñoz-González, Battista Biggio, Ambra Demontis, Artificial IntelligenceEngineeringMachine LearningPoisoning PointsEvasion Technique	2017	98
Automated root cause identification of security alerts: Evaluation in a SaaS Cloud Domenico Cotroneo, Andrea Paudice, Antonio Pecchia Future Generation Computer Systems Vulnerability Assessment (Computing)Threat (Computer)Security DiagnosticsEngineeringData Science	2015	32
Empirical Analysis and Validation of Security Alerts Filtering Techniques Domenico Cotroneo, Andrea Paudice, Antonio Pecchia IEEE Transactions on Dependable and Secure Computing EngineeringInformation SecurityInformation ForensicsSecurity EvaluationSoftware Analysis	2017	18
Efficient Attack Graph Analysis through Approximate Inference Luis Muñoz-González, Daniele Sgandurra, Andrea Paudice, ACM Transactions on Privacy and Security EngineeringInformation SecurityApproximate InferenceLoopy Belief PropagationNetwork Analysis	2017	13
Determining Resilience Gains From Anomaly Detection for Event Integrity in Wireless Sensor Networks Vittorio P. Illiano, Andrea Paudice, Luis Muñoz-González, ACM Transactions on Sensor Networks Anomaly DetectionEngineeringAnomaly Detection AlgorithmsWireless Sensor SystemInformation Security	2018	12
Label Sanitization Against Label Flipping Poisoning Attacks Andrea Paudice, Luis Muñoz-González, Emil Lupu Lecture notes in computer science	2019	11

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