Lakshmanan Nataraj - Concepedia

Author

Lakshmanan Nataraj

University of California, Santa Barbara ORCID

Also Known As

L. Nataraj, Lakshmanan Nataraj, Nataraj, L., Nataraj, Lakshmanan

Publications

2.9K

Citations

H-Index

Concepts

All Affiliations

University of California, Santa Barbara Mayachitra (United States)University of California, Riverside Naval Air Warfare Center Weapons Division

About

Lakshmanan Nataraj is an author at University of California, Santa Barbara specializing in engineering, image analysis, and pattern recognition.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	15	17	2.3K
2	Computer Science	10	10	1.9K
3	Health Sciences	1	1	21
4	Natural Sciences	1	1	82
5	Computer Engineering	1	1	13

Lakshmanan Nataraj

Publications

2.8K

Citations

H-Index

Page 1

	Year	Citations
Malware images Lakshmanan Nataraj, S. Karthikeyan, Grégoire Jacob, Hardware SecurityMalware DatabaseClassification MethodImage AnalysisEngineering	2011	1.1K
Hybrid LSTM and Encoder–Decoder Architecture for Detection of Image Forgeries Jawadul H. Bappy, Cody Simons, Lakshmanan Nataraj, IEEE Transactions on Image Processing	2019	446
Detecting GAN generated Fake Images using Co-occurrence Matrices Lakshmanan Nataraj, Tajuddin Manhar Mohammed, B.S. Manjunath, Electronic Imaging Machine VisionImage AnalysisDeepfake DetectionMachine LearningPattern Recognition	2019	288
Exploiting Spatial Structure for Localizing Manipulated Image Regions Jawadul H. Bappy, Amit K. Roy–Chowdhury, Jason Bunk, Hybrid Cnn-lstm ModelConvolutional Neural NetworkEngineeringMachine LearningImage Manipulation	2017	266
A comparative assessment of malware classification using binary texture analysis and dynamic analysis Lakshmanan Nataraj, Vinod Yegneswaran, Phillip Porras, Comparative AssessmentImage AnalysisFeature DetectionData ScienceData Mining	2011	234
Detection of seam carving and localization of seam insertions in digital images Anindya Sarkar, Lakshmanan Nataraj, B.S. Manjunath EngineeringFeature DetectionDigital ImagesBiometricsContent Aware Image	2009	82
SPAM: Signal Processing to Analyze Malware [Applications Corner] Lakshmanan Nataraj, B.S. Manjunath IEEE Signal Processing Magazine Malware ClassificationEngineeringEvasion TechniqueInformation SecurityBiometrics	2016	54
Detecting GAN generated Fake Images using Co-occurrence Matrices Lakshmanan Nataraj, Tajuddin Manhar Mohammed, Shivkumar Chandrasekaran, arXiv (Cornell University) Machine VisionImage AnalysisDeepfake DetectionMachine LearningPattern Recognition	2019	54
SigMal Dhilung Kirat, Lakshmanan Nataraj, Giovanni Vigna, EngineeringMachine LearningEvasion TechniqueInformation SecurityInformation Forensics	2013	48
Detection and Localization of Image Forgeries Using Resampling Features and Deep Learning Jason Bunk, Jawadul H. Bappy, Tajuddin Manhar Mohammed, Image ClassificationConvolutional Neural NetworkMachine VisionImage AnalysisMachine Learning	2017	36

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