R. Vinayakumar

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All published works

Action	Title	Year	Authors
+	Stegomalware: A Systematic Survey of Malware Hiding and Detection in Images, Machine Learning Models and Research Challenges	2021	Raj chaganti R. Vinayakumar Mamoun Alazab Tuan D. Pham
+	Stegomalware: A Systematic Survey of Malware Hiding and Detection in Images, Machine Learning Models and Research Challenges	2021	Raj chaganti R. Vinayakumar Mamoun Alazab Tuan D. Pham
+	Deep Learning Approach for Enhanced Cyber Threat Indicators in Twitter Stream	2020	K. Simran Prathiksha Balakrishna R. Vinayakumar Soman KP
+	Deep Learning Approach for Intelligent Named Entity Recognition of Cyber Security	2020	K. Simran Sai Sriram R. Vinayakumar Soman KP
+ PDF Chat	Deep Learning Approach for Intelligent Named Entity Recognition of Cyber Security	2020	K. Simran Sai Sriram R. Vinayakumar K. P. Soman
+ PDF Chat	Deep Learning Approach for Enhanced Cyber Threat Indicators in Twitter Stream	2020	K. Simran Prathiksha Balakrishna R. Vinayakumar K. P. Soman
+	A Deep Learning Approach for Similar Languages, Varieties and Dialects	2019	Vidya Prasad K. S. Akarsh R. Vinayakumar Soman K.P.
+	Emotion Detection using Data Driven Models	2019	Naveenkumar K. S R. Vinayakumar Soman K.P.
+	RNNSecureNet: Recurrent neural networks for Cyber security use-cases	2019	Mohammed Harun Babu R R. Vinayakumar Soman K.P.
+	Intrusion detection systems using classical machine learning techniques versus integrated unsupervised feature learning and deep neural network	2019	Shisrut Rawat Aishwarya Srinivasan R. Vinayakumar
+	DeepImageSpam: Deep Learning based Image Spam Detection	2018	Amara Dinesh Kumar R. Vinayakumar K. P. Soman
+	A Brief Survey on Autonomous Vehicle Possible Attacks, Exploits and Vulnerabilities	2018	Amara Dinesh Kumar Koti Naga Renu Chebrolu R. Vinayakumar Soman KP
+	A short review on Applications of Deep learning for Cyber security	2018	Mohammed Harun Babu R R. Vinayakumar Soman K.P.
+	Deep-Net: Deep Neural Network for Cyber Security Use Cases	2018	R. Vinayakumar Barathi Ganesh Hb Prabaharan Poornachandran M. Anand Kumar Soman K.P.
+	Deep Health Care Text Classification	2017	R. Vinayakumar H B Barathi Ganesh M. Anand Kumar K. P. Soman

Common Coauthors

Coauthor	Papers Together
Soman K.P.	5
K. Simran	4
K. P. Soman	4
Soman KP	3
Amara Dinesh Kumar	2
Raj chaganti	2
M. Anand Kumar	2
Sai Sriram	2
Mohammed Harun Babu R	2
Prathiksha Balakrishna	2
Mamoun Alazab	2
Tuan D. Pham	2
Vidya Prasad K.	1
S. Akarsh	1
Prabaharan Poornachandran	1
Naveenkumar K. S	1
Aishwarya Srinivasan	1
Barathi Ganesh Hb	1
Shisrut Rawat	1
Koti Naga Renu Chebrolu	1
H B Barathi Ganesh	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Steganography in Modern Smartphones and Mitigation Techniques	2014	Wojciech Mazurczyk Luca Caviglione	2
+	Generating steganographic images via adversarial training	2017	Jamie Hayes George Danezis	2
+ PDF Chat	Neural Architectures for Named Entity Recognition	2016	Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer	2
+ PDF Chat	Early Warnings of Cyber Threats in Online Discussions	2017	Anna Sapienza Alessandro Bessi Saranya Damodaran Paulo Shakarian Kristina Lerman Emilio Ferrara	2
+ PDF Chat	Countering Social Engineering Through Social Media: An Enterprise Security Perspective	2015	Heidi Wilcox Maumita Bhattacharya	2
+ PDF Chat	A Primer on Neural Network Models for Natural Language Processing	2016	Yoav Goldberg	2
+	Improved Techniques for Training GANs	2016	Tim Salimans Ian Goodfellow Wojciech Zaremba Vicki Cheung Alec Radford Xi Chen	2
+	Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks	2015	Alec Radford Luke Metz Soumith Chintala	2
+ PDF Chat	Exposing Deep Fakes Using Inconsistent Head Poses	2019	Xin Yang Yuezun Li Siwei Lyu	2
+ PDF Chat	Crowdsourcing Cybersecurity: Cyber Attack Detection using Social Media	2017	Rupinder Paul Khandpur Taoran Ji Stephen Jan Gang Wang Chang‐Tien Lu Naren Ramakrishnan	2
+	CycleGAN, a Master of Steganography	2017	Casey Chu Andrey Zhmoginov M. Sandler	2
+	Android Malware Detection using Deep Learning on API Method Sequences	2017	ElMouatez Billah Karbab Mourad Debbabi Abdelouahid Derhab Djedjiga Mouheb	2
+ PDF Chat	Generative Reversible Data Hiding by Image-to-Image Translation via GANs	2019	Zhuo Zhang Guangyuan Fu Fuqiang Di Changlong Li Jia Liu	2
+ PDF Chat	StegoAppDB: a Steganography Apps Forensics Image Database	2019	Jennifer Newman Lin Li Wenhao Chen Stephanie Reinders Yangxiao Wang Min Wu Yong Liang Guan	2
+ PDF Chat	IStego100K: Large-Scale Image Steganalysis Dataset	2020	Zhongliang Yang Ke Wang Sai Ma Yongfeng Huang Xiangui Kang Xianfeng Zhao	2
+	Steganography by Minimizing Statistical Detectability: The cases of JPEG and Color Images	2020	Rémi Cogranne Quentin Giboulot Patrick Bas	2
+	Steganographic Generative Adversarial Networks	2017	Denis Volkhonskiy Ivan Nazarov Evgeny Burnaev	2
+	Novel Deep Learning Model for Traffic Sign Detection Using Capsule Networks	2018	Amara Dinesh Kumar	2
+ PDF Chat	DeepProteomics: Protein family classification using Shallow and Deep Networks	2018	Anu Vazhayil R Vinayakumar KP Soman	2
+ PDF Chat	HiDDeN: Hiding Data With Deep Networks	2018	Jiren Zhu Russell Kaplan Justin Johnson Li Fei-Fei	2
+ PDF Chat	RepVGG: Making VGG-style ConvNets Great Again	2021	Xiaohan Ding Xiangyu Zhang Ningning Ma Jungong Han Guiguang Ding Jian Sun	2
+ PDF Chat	Deep Convolutional Neural Network to Detect J-UNIWARD	2017	Guanshuo Xu	2
+ PDF Chat	EvilModel: Hiding Malware Inside of Neural Network Models	2021	Zhi Wang Chaoge Liu Xiang Cui	2
+	Natural Steganography in JPEG Domain with a Linear Development Pipeline	2020	Théo Taburet Patrick Bas Wadih Sawaya Jessica Fridrich	2
+	SteganoGAN: High Capacity Image Steganography with GANs	2019	Kevin Alex Zhang Alfredo Cuesta-Infante Lei Xu Kalyan Veeramachaneni	2
+	Generative Adversarial Networks	2014	Ian Goodfellow Jean Pouget-Abadie Mehdi Mirza Bing Xu David Warde-Farley Sherjil Ozair Aaron Courville Yoshua Bengio	2
+ PDF Chat	ImageNet Large Scale Visual Recognition Challenge	2015	Olga Russakovsky Jia Deng Hao Su Jonathan Krause Sanjeev Satheesh Sean Ma Zhiheng Huang Andrej Karpathy Aditya Khosla Michael S. Bernstein	2
+ PDF Chat	LSTM Recurrent Neural Networks for Cybersecurity Named Entity Recognition	2024	Houssem Gasmi Jannik Laval Abdelaziz Bouras	1
+ PDF Chat	Classification of URL bitstreams using bag of bytes	2018	Keiichi Shima Daisuke Miyamoto Hiroshi Abe Tomohiro Ishihara Kazuya Okada Yuji Sekiya Hirochika Asai Yusuke Dois	1
+	A Critical Review of Recurrent Neural Networks for Sequence Learning	2015	Zachary C. Lipton John Berkowitz Charles Elkan	1
+ PDF Chat	Crowdsourcing Cybersecurity	2017	Rupinder Paul Khandpur Taoran Ji Stephen Jan Gang Wang Chang‐Tien Lu Naren Ramakrishnan	1
+	Convolutional Neural Networks for Sentence Classification	2014	Yoon Kim	1
+ PDF Chat	Deep neural network based malware detection using two dimensional binary program features	2015	Joshua Saxe Konstantin Berlin	1
+	An Introduction to Logistic Regression Analysis and Reporting	2002	Chao‐Ying Joanne Peng Kuk Lida Lee Gary M. Ingersoll	1
+ PDF Chat	PACE: Pattern Accurate Computationally Efficient Bootstrapping for Timely Discovery of Cyber-security Concepts	2013	Nikki McNeil Robert A. Bridges Michael D. Iannacone Bogdan Czejdo Nicolas Perez John R. Goodall	1
+	Scikit-learn: Machine Learning in Python	2012	Fabián Pedregosa Gaël Varoquaux Alexandre Gramfort Vincent Michel Bertrand Thirion Olivier Grisel Mathieu Blondel Peter Prettenhofer Ron J. Weiss Vincent Dubourg	1
+ PDF Chat	Speech recognition with deep recurrent neural networks	2013	Alex Graves Abdelrahman Mohamed Geoffrey E. Hinton	1
+	Automatic Labeling for Entity Extraction in Cyber Security	2013	Robert A. Bridges Corinne L. Jones Michael D. Iannacone Kelly M. Testa John R. Goodall	1
+	Natural Language Processing (almost) from Scratch	2011	Ronan Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa	1
+	A Biometrics Invited Paper. The Analysis and Selection of Variables in Linear Regression	1976	R. R. Hocking	1
+	Predicting Domain Generation Algorithms with Long Short-Term Memory Networks	2016	Jonathan Woodbridge Hyrum S. Anderson Anjum Ahuja Daniel S. Grant	1
+	LSTM-Based System-Call Language Modeling and Robust Ensemble Method for Designing Host-Based Intrusion Detection Systems	2016	Gyuwan Kim Hayoon Yi Jangho Lee Yunheung Paek Sungroh Yoon	1
+	Robust Physical-World Attacks on Machine Learning Models.	2017	Ivan Evtimov Kevin Eykholt Earlence Fernandes Tadayoshi Kohno Bo Li Atul Prakash Amir Rahmati Dawn Song	1
+	WASSA-2017 Shared Task on Emotion Intensity	2017	Saif M. Mohammad Felipe Bravo-Márquez	1
+	Automatic Detection of Malware-Generated Domains with Recurrent Neural Models	2017	Pierre Lison Vasileios Mavroeidis	1
+	Deep Health Care Text Classification	2017	R. Vinayakumar H B Barathi Ganesh M. Anand Kumar K. P. Soman	1
+	Threat of Adversarial Attacks on Deep Learning in Computer Vision: A Survey	2018	Naveed Akhtar Ajmal Mian	1
+	DeepImageSpam: Deep Learning based Image Spam Detection	2018	Amara Dinesh Kumar R. Vinayakumar K. P. Soman	1
+	A Brief Survey on Autonomous Vehicle Possible Attacks, Exploits and Vulnerabilities	2018	Amara Dinesh Kumar Koti Naga Renu Chebrolu R. Vinayakumar Soman KP	1
+	Deep-Net: Deep Neural Network for Cyber Security Use Cases	2018	R. Vinayakumar Barathi Ganesh Hb Prabaharan Poornachandran M. Anand Kumar Soman K.P.	1