Faculty Bio

Year : 2021

Transformer Based Language Identification for Malayalam-English Code-Mixed Text

Cite this Research Publication : S. Thara and P. Poornachandran, "Transformer Based Language Identification for Malayalam-English Code-Mixed Text," in IEEE Access, vol. 9, pp. 118837-118850, 2021, doi: 10.1109/ACCESS.2021.3104106.

Publisher : IEEE Access

Year : 2019

Robust Intelligent Malware Detection Using Deep Learning

Cite this Research Publication : R. Vinayakumar, Alazab, M., Dr. Soman K. P., Poornachandran, P., and Venkatraman, S., “Robust Intelligent Malware Detection Using Deep Learning”, IEEE Access, vol. 7, pp. 46717-46738, 2019.

Publisher : IEEE Access

Year : 2017

B-secure: A dynamic reputation system for identifying anomalous BGP paths

Cite this Research Publication : A. U. Prem Sankar, Poornachandran, P., Ashok, A., Manu, R. K., and Hrudya, P., “B-secure: A dynamic reputation system for identifying anomalous BGP paths”, Advances in Intelligent Systems and Computing, vol. 515, pp. 767-775, 2017.

Publisher : Advances in Intelligent Systems and Computing

Year : 2017

Why so abnormal? Detecting domains receiving anomalous surge traffic in a monitored network

Cite this Research Publication : A. Ashok, Poornachandran, P., Pal, S., Sankar, P., and Surendran, K., “Why so abnormal? Detecting domains receiving anomalous surge traffic in a monitored network”, Journal of Intelligent and Fuzzy Systems, vol. 32, pp. 2901-2907, 2017.

Publisher : Journal of Intelligent and Fuzzy Systems, IOS Press,

Year : 2017

Evaluation of Recurrent Neural Network and its Variants for Intrusion Detection System (IDS)

Cite this Research Publication : Dr. Soman K. P., Vinayakumar, R., and Poornachandran, P., “Evaluation of Recurrent Neural Network and its Variants for Intrusion Detection System (IDS)”, International Journal of Information System Modeling and Design (IJISMD) , vol. 8, no. 3, 2017.

Publisher : International Journal of Information System Modeling and Design (IJISMD)

Year : 2016

Effectiveness of Email Address Obfuscation on Internet Innovations in Computer Science and Engineering

Cite this Research Publication : Prabaharan Poornachandran, Raj, D., and Pal, S., “Effectiveness of Email Address Obfuscation on Internet”, Innovations in Computer Science and Engineering: Proceedings of the Third ICICSE, 2015. Springer Singapore, Singapore, pp. 181–191, 2016.

Publisher : Springer Singapore

Year : 2016

Password reuse behavior: How massive online data breaches impacts personal data in web

Publisher : Springer Singapore

Year : 2016

A distributed approach for predicting malicious activities in a network from a streaming data with support vector machine and explicit random feature mapping

Cite this Research Publication : P. Poornachandran, B. Premjith, and Dr. Soman K. P., “A distributed approach for predicting malicious activities in a network from a streaming data with support vector machine and explicit random feature mapping”, IIOAB Journal, vol. 7, pp. 24-29, 2016.

Publisher : IIOAB Journal.

Year : 2016

MalJs: Lexical, structural and behavioral analysis of malicious javascripts using ensemble classifier

Cite this Research Publication : K. Surendran, Poornachandran, P., Nair, A. A., Srinath, N., Kumar, Y., and Hrudya, P., “MalJs: Lexical, structural and behavioral analysis of malicious javascripts using ensemble classifier”, Communications in Computer and Information Science, vol. 625, pp. 439-449, 2016.

Publisher : Communications in Computer and Information Science.

Year : 2016

A distributed approach for predicting malicious activities in a network from a streaming data with support vector machine and explicit random feature mapping

Cite this Research Publication : P. Poornachandran, B. Premjith, and Dr. Soman K. P., “A distributed approach for predicting malicious activities in a network from a streaming data with support vector machine and explicit random feature mapping”, IIOAB Journal, vol. 7, pp. 24-29, 2016.

Publisher : IIOAB Journal

Year : 2015

Audio data authentication with pmu data and ewt Procedia Technology

Publisher : Elsevier

Year : 2015

Human vs. Machine: Analyzing the Robustness of Advertisement Based Captchas Advances in Signal Processing and Intelligent Recognition Systems

Cite this Research Publication : P. Poornachandran, Hrudya, P., and Reghunadh, J., “Human vs. machine: Analyzing the robustness of advertisement based CAPTCHAs”, Advances in Intelligent Systems and Computing, vol. 264, pp. 477-489, 2014.

Publisher : Springer Cham

Year : 2014

Ensemble Learning Approach for Author Profiling

Publisher : CLEF

Year : 2014

Demalvertising: A Probabilistic Approach for Detecting Malwares in Advertising Networks

Publisher : International Conference on Advances in Computing, Communications and Informatics

Year : 2020

Dynamic mode-based feature with random mapping for sentiment analysis Intelligent systems technologies and applications

Publisher : Springer Singapore

Year : 2019

A Machine Learning Approach for Identifying Compound Words from a Sanskrit Text

Cite this Research Publication : B. Premjith, Chandni Chandran V., Shriganesh Bhat, Dr. Soman K. P., and Prabaharan P., “A Machine Learning Approach for Identifying Compound Words from a Sanskrit Text”, in Proceedings of the 6th International Sanskrit Computational Linguistics Symposium, IIT Kharagpur, India, 2019.

Publisher : Association for Computational Linguistics, IIT Kharagpur,

Year : 2019

Amrita_CEN@FACT: Factuality Identification in Spanish Text

Cite this Research Publication : B. Premjith, Dr. Soman K. P., and Prabaharan Poornachandran, “Amrita_CEN@FACT: Factuality Identification in Spanish Text”, in IberLEF@SEPLN, 2019.

Publisher : IberLEF@ SEPLN

Year : 2019

Deep Learning Framework for Domain Generation Algorithms Prediction Using Long Short-term Memory

Cite this Research Publication : S. Akarsh, Sriram, S., Poornachandran, P., Menon, V. K., and Dr. Soman K. P., “Deep Learning Framework for Domain Generation Algorithms Prediction Using Long Short-term Memory”, in 2019 5th International Conference on Advanced Computing and Communication Systems, ICACCS 2019, 2019, pp. 666-671.

Publisher : Institute of Electrical and Electronics Engineers Inc.,

Year : 2019

Deep Learning Framework and Visualization for Malware Classification

Cite this Research Publication : S. Akarsh, Simran, K., Poornachandran, P., Menon, V. K., and Dr. Soman K. P., “Deep Learning Framework and Visualization for Malware Classification”, in 2019 5th International Conference on Advanced Computing and Communication Systems, ICACCS 2019, 2019, pp. 1059-1063.

Publisher : Institute of Electrical and Electronics Engineers Inc

Year : 2018

A deep learning based Part-of-Speech (POS) tagger for Sanskrit language by embedding character level features

Cite this Research Publication : B. Premjith, Dr. Soman K. P., and Prabaharan Poornachandran, “A deep learning based Part-of-Speech (POS) tagger for Sanskrit language by embedding character level features”, in FIRE'18, 2018.

Publisher : FIRE'18 .

Year : 2018

SPOOF Net: Syntactic Patterns for Identification of Ominous Online Factors

Cite this Research Publication : V. S. Mohan, Vinayakumar, R., Dr. Soman K. P., and Poornachandran, P., “SPOOF Net: Syntactic Patterns for Identification of Ominous Online Factors”, in 2018 IEEE Security and Privacy Workshops (SPW), 2018.

Publisher : 2018 IEEE Security and Privacy Workshops (SPW)

Year : 2017

StyloLIT : Stylometry and Location Indicative Terms Based Geographic Location Estimation Using Convolutional Neural Networks

Publisher : Springer Cham

Year : 2017

MobAware’-Harnessing Context Awareness Sensors and Cloud for Spontaneous Personal Safety Emergency Help Requests

Publisher : Springer Cham

Year : 2017

Malsign: Threat analysis of signed and implicitly trusted malicious code

Publisher : IEEE

Year : 2017

Evaluating shallow and deep networks for secure shell (ssh) traffic analysis

Publisher : IEEE

Year : 2017

Spoofing technique to counterfeit the GPS receiver on a drone

Cite this Research Publication : N. Shijith, Poornachandran, P., Sujadevi, V. G., and Meher Madhu Dharmana, “Spoofing technique to counterfeit the GPS receiver on a drone”, in 2017 International Conference on Technological Advancements in Power and Energy ( TAP Energy), Kollam, India, 2017.

Publisher : 2017 International Conference on Technological Advancements in Power and Energy ( TAP Energy)

Year : 2017

Secure shell (ssh) traffic analysis with flow based features using shallow and deep networks

Cite this Research Publication : Prof. Prabaharan Poornachandran ,Vinayakumar R ,; Soman KP ."Secure shell (ssh) traffic analysis with flow based features using shallow and deep networks" 2017 International Conference on Advances in Computing Communications and Informatics (ICACCI) 2026-2032 2017 IEEE .

Publisher : 2017 International Conference on Advances in Computing Communications and Informatics (ICACCI) .

Year : 2017

Deep encrypted text categorisation

Publisher : IEEE

Year : 2017

Evaluating effectiveness of shallow and deep networks to intrusion detection system

Publisher : IEEE

Year : 2017

Long short-term memory based operation log anomaly detection

Publisher : IEEE

Year : 2017

Suppressing Parkinson’s diseases induced involuntary movements using wearables

Cite this Research Publication : V. Vidya, Poornachandran, P., Sujadevi, V. G., and Meher Madhu Dharmana, “Suppressing Parkinson's diseases induced involuntary movements using wearables”, in 2017 International Conference on Technological Advancements in Power and Energy ( TAP Energy), Kollam, India, 2017.

Publisher : 2017 International Conference on Technological Advancements in Power and Energy ( TAP Energy)

Year : 2017

Applying convolutional neural network for network intrusion detection

Publisher : IEEE

Year : 2017

IMU sensor based self stabilizing cup for elderly and parkinsonism

Publisher : IEEE

Year : 2017

Deep learning model on stance classification

Cite this Research Publication : G. Rajendran, Prabaharan Poornachandran, and Dr. Bhadrachalam Chitturi, “Deep learning model on stance classification”, in International Conference on Advances in Computing, Communications and Informatics (ICACCI), Udupi, India, 2017.

Publisher : International Conference on Advances in Computing, Communications and Informatics

Year : 2017

Deep learning LSTM based ransomware detection

Publisher : IEEE

Year : 2017

Applying deep learning approaches for network traffic prediction

Publisher : IEEE

Year : 2017

Deep Analysis of Opinion and Figurative language on Tweets

Publisher : TALN

Year : 2017

Deep android malware detection and classification

Publisher : IEEE

Year : 2017

MobAware’-Harnessing Context Awareness Sensors and Cloud for Spontaneous Personal Safety Emergency Help Requests EAI

Publisher : Springer LNICST

Year : 2017

deepCybErNet at EmoInt-2017: Deep Emotion Intensities in Tweets

Cite this Research Publication : Vinayakumar R, B. Premjith, Sachin Kumar S., Dr. Soman K. P., and Prabaharan Poornachandran, “deepCybErNet at EmoInt-2017: Deep Emotion Intensities in Tweets”, in Proceedings of the 8th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, Copenhagen, Denmark, 2017.

Publisher : EMNLP-WASSA

Year : 2017

Deep Stance and Gender Detection in Tweets on Catalan Independence@IBEREVAL

Cite this Research Publication : Vinayakumar R, Sachin Kumar S, Premjith B, KP Soman, Deep Stance and Gender Detection in Tweets on Catalan Independence@IBEREVAL, IBEREVAL, pp 222-229, 2017, (Scopus)

Publisher : IBEREVAL

Year : 2016

Hiper-ping : Data plane based high performance packet generation bypassing kernel on× 86 based commodity systems

Publisher : IEEE

Year : 2016

Effortless exchange of personal health records using near field communication

Publisher : IEEE

Year : 2016

MobAware’-Employing Context Awareness, Sensors and Cloud for Automatic Emergency Help Requests

Cite this Research Publication : P. Poornachandran, A. Ashok, AU, P. Shankar, VG, S., Krishnamoorthy, S., Bharataraju, M., Panchagnula, S. K., and Khyati, D., “MobAware’-Employing Context Awareness, Sensors and Cloud for Automatic Emergency Help Requests”, in International Conference on Ambient Assisted Living Technologies based on Internet of Things, 2016.

Publisher : International Conference on Ambient Assisted Living Technologies based on Internet of Things

Year : 2015

An efficient classification model for detecting advanced persistent threat

Publisher : IEEE

Year : 2015

Internet of Vulnerable Things (IoVT): Detecting Vulnerable SOHO Routers

Cite this Research Publication : P. Poornachandran, Sreeram, R., Krishnan, M. R., Pal, S., Sankar, A. U. Prem, and Ashok, A., “Internet of Vulnerable Things (IoVT): Detecting Vulnerable SOHO Routers”, in Proceedings - 2015 14th International Conference on Information Technology, ICIT 2015, 2015, pp. 119-123.

Publisher : 14th International Conference on Information Technology, ICIT

Year : 2015

Apache spark a big data analytics platform for smart grid Procedia Technology

Publisher : Elsevier

Year : 2015

An optimization algorithm for voltage flicker analysis

Publisher : Elsevier

Year : 2015

A lexical approach for classifying malicious URLs

Publisher : International Conference on High Performance Computing & Simulation (HPCS)

Year : 2015

Detecting the network attack vectors on SCADA systems

Cite this Research Publication : R. S. Ramachandruni and Poornachandran, P., “Detecting the network attack vectors on SCADA systems”, in 2015 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2015, 2015, pp. 707-712.

Publisher : International Conference on Advances in Computing, Communications and Informatics, ICACCI

Year : 2015

Development of SCADA automated 33kV substation model as testing platform

Cite this Research Publication : S. M. Ramesh, Smrithi, S., AkhilRajkoti, P., Dr. P. Kanakasabapathy, A.N. Ravishankar, Pal, S., and Poornachandran, P., “Development of SCADA automated 33kV substation model as testing platform”, in IEEE International Conference on Industrial Instrumentation and Control (ICIC 2015), Pune, 2015.

Publisher : IEEE International Conference on Industrial Instrumentation and Control (ICIC 2015)

Year : 2014

High Performance Packet Processing on Commodity Hardware Bypassing the Kernel

Publisher : IEEE CAMAD 2014

Year : 2014

Personal Health Data Exchange Using NFC

Publisher : International Symposium on Women in Computing and Informatics (WCI-2014)

Year : 2013

Digital image forgery detection on artificially blurred images

Cite this Research Publication : H. P, Lekha S. Nair, S.M, A., Unni, R., H, V. Priya, and Prabaharan Poornachandran, “Digital Image Forgery Detection on Artificially Blurred Images”, in International Conference on Emerging Trends in Communication, Control, Signal Processing & Computing Applications (C2SPCA), 2013 , Bangalore, India, 2013.

Publisher : IEEE

Year : 2013

Forepart Based Captcha Segmentation And Recognition Using Dft

Cite this Research Publication : H. Poroli, Prabaharan Poornachandran, and G, G. N., “Forepart Based Captcha Segmentation And Recognition Using Dft”, in Fourth International Conference on Recent Trends in Information, Telecommunication and Computing – ITC 2013,, 2013.

Publisher : Fourth International Conference on Recent Trends in Information, Telecommunication and Computing – ITC 2013,

Year : 2012

Performance Analysis and Improvement Using LFSR in the Pipelined Key Scheduling Section

Publisher : Springer Berlin Heidelberg

Year : 2012

Secure authentication in multimodal biometric systems using cryptographic hash functions

Cite this Research Publication : A. Ashok, Poornachandran, P., and Dr. Krishnashree Achuthan, “Secure authentication in multimodal biometric systems using cryptographic hash functions”, Communications in Computer and Information Science, vol. 335 CCIS, pp. 168-177, 2012.

Publisher : Springer Berlin Heidelberg

Year : 2012

DVM based scalable and adaptive multipath routing in MANET for emergency rescue application

Cite this Research Publication : Dr. Maneesha V. Ramesh, Prabaharan, P., Shameem, A. A., and Rekha, P., “DVM based Scalable and Adaptive Multipath Routing in MANET For Emergency Rescue Application”, in Wireless and Optical Communications Conference (WOCC), 2012 21st Annual, 2012, pp. 123-129

Publisher : WOCC

Year : 2012

Adsvm: Pre-processor plug-in using support vector machine algorithm

Publisher : IEEE

Year : 2012

DVM based multipath routing in MANET for different scalable and adaptive environment

Cite this Research Publication : A. S. Ansar, Prabaharan, P., Dr. Maneesha V. Ramesh, and Rekha, P., “DVM based multipath routing in MANET for different scalable and adaptive environment”, in Data Science & Engineering (ICDSE), 2012 International Conference on, 2012, pp. 187-193.

Publisher : IEEE

Year : 2012

Implementation of DES using pipelining concept with skew core key scheduling in secure transmission of images

Cite this Research Publication : Ka Praveen, Poornachandran, Pb, and Remya Ajai A. S., “Implementation of DES using pipelining concept with skew core key scheduling in secure transmission of images”, in ACM International Conference Proceeding Series, Coimbatore, 2012, pp. 637-641.

Year : 2012

Effective implementation of des algorithm for voice scrambling

Cite this Research Publication : J. Ea John, Ajai, A. SaRemya, and Poornachandran, Pb, “Effective implementation of des algorithm for voice scrambling”, Communications in Computer and Information Science, vol. 335 CCIS, pp. 75-84, 2012.

Publisher : Springer

Year : 2017

Deep emotion intensities in tweets

Publisher : Deepcybernet at emoint

Year : 2015

Condition monitoring in roller bearings using cyclostationary

Publisher : International Symposium on Women in Computing and Informatics

Year : 2015

Recursive variational mode decomposition algorithm for real time power signal decomposition Procedia Technology

Publisher : Elsevier

Year : 2018

Scalable Framework for Cyber Threat Situational Awareness Based on Domain Name Systems Data Analysis

Cite this Research Publication : R. Vinayakumar, Poornachandran, P., and Dr. Soman K. P., “Scalable Framework for Cyber Threat Situational Awareness Based on Domain Name Systems Data Analysis”, in Big Data in Engineering Applications, S. Sekhar Roy, Samui, P., Deo, R., and Ntalampiras, S., Eds. Singapore: Springer Singapore, 2018, pp. 113–142.

Publisher : Big Data in Engineering Applications, Springer Singapore, Singapore, p.113–142 .

Year : 2020

A Compendium on Network and Host based Intrusion Detection Systems

Cite this Research Publication : R. Vigneswaran, Poornachandran, P., and Dr. Soman K. P., “A Compendium on Network and Host based Intrusion Detection Systems”, in Lecture Notes in Electrical Engineering, 2020.

Publisher : Lecture Notes in Electrical Engineering

Year : 2020

Dhot-repository and classification of offensive tweets in the hindi language Procedia Computer Science 171

Publisher : Elsevier

Year : 2020

Cost-sensitive deep learning based framework for handling multiclass imbalanced dga detection

Publisher : Handbook of Computer Networks and Cyber Security

Year : 2019

Deep Temporal Analysis of Twitter Bots Symposium on Machine Learning and Metaheuristics Algorithms and Applications

Publisher : Springer Singapore

Year : 2019

Deep learning based Character-level approach for Morphological Inflection Generation 2019 International Conference on Intelligent Computing and Control Systems (ICCS)

Publisher : IEEE

Year : 2019

A Machine Learning Approach for Identifying Compound Words from a Sanskrit Text Proceedings of the 6th International Sanskrit Computational Linguistics Symposium

Publisher : 6th International Sanskrit Computational Linguistics Symposium

Year : 2019

Ransomware triage using deep learning: twitter as a case study

Publisher : IEEE

Year : 2019

Deep learning architecture for big data analytics in detecting intrusions and malicious URL Big Data Recommender Systems

Publisher : Institution of Engineering and Technology

Year : 2019

A Detailed Investigation and Analysis of Deep Learning Architectures and Visualization Techniques Cybersecurity and Secure Information Systems

Publisher : springer Cham

Year : 2019

Deep learning framework for cyber threat situational awareness based on email and url data analysis Cybersecurity and Secure Information Systems

Publisher : Springer Cham

Year : 2019

Early Detection of Suicidal Predilection on Instagram Social Networking Service Symposium on Machine Learning and Metaheuristics Algorithms and Applications

Publisher : Springer Singapore

Year : 2019

Deep learning DGA-based botnet detection Deep learning applications for cyber security

Publisher : Springer Cham

Year : 2019

Enhanced domain generating algorithm detection based on deep neural networks Deep learning applications for cyber security

Publisher : Springer Cham

Year : 2019

A comprehensive data set for domain generation algorithms (dgas) based domain name detection systems and application of deep learning Big Data Recommender Systems-Volume 2: Application Paradigms

Publisher : Institution of Engineering and Technology (IET)

Year : 2019

Time split based pre-processing with a data-driven approach for malicious url detection Cybersecurity and secure information systems

Publisher : Springer Cham

Year : 2019

Electric Vehicle Scenario in India: Roadmap Challenges and Opportunities

Publisher : IEEE

Year : 2019

Deep learning approach for intelligent intrusion detection system

Publisher : IEEE

Year : 2019

A Detailed Investigation and Analysis of Deep Learning Architectures and Visualization Techniques for Malware Family Identification Cybersecurity and Secure Information Systems

Publisher : Springer Cham

Year : 2019

A comparative analysis of deep learning approaches for network intrusion detection systems (N-IDSs)

Publisher : Journal of Digital Crime and Forensics (IJDCF)

Year : 2019

Application of deep learning architectures for cyber security Cybersecurity and Secure Information System

Publisher : Springer Cham

Year : 2019

Improved DGA domain names detection and categorization using deep learning architectures with classical machine learning algorithms Cybersecurity and Secure Information Systems

Publisher : Springer Cham

Year : 2019

Modern methods for signal analysis and its applications Recent advances in computational intelligence

Publisher : Springer Cham

Year : 2019

A deep-dive on machine learning for cyber security use cases Machine Learning for Computer and Cyber Security

Publisher : CRC Press

Year : 2019

Robust Intelligent Malware Detection Using Deep Learning

Cite this Research Publication : R. Vinayakumar, Alazab, M., Dr. Soman K. P., Poornachandran, P., and Venkatraman, S., “Robust Intelligent Malware Detection Using Deep Learning”, IEEE Access, vol. 7, pp. 46717-46738, 2019.

Publisher : IEEE Access

Year : 2018

Dynamic Mode based Feature with Random Mapping for Sentiment Analysis

Year : 2018

Deep-Net: Deep Neural Network for Cyber Security Use Cases arXiv e-prints

Year : 2018

Code-mixing: A brief survey 2018 International conference on advances in computing communications and informatics (ICACCI)

Publisher : IEEE

Year : 2018

Evaluating shallow and deep neural networks for network intrusion detection systems in cyber security

Publisher : IEEE

Year : 2018

ScaleNet: scalable and hybrid framework for cyber threat situational awareness based on DNS URL and email data analysis

Publisher : Journal of Cyber Security and Mobility

Year : 2018

Deep-Net: Deep neural network for cyber security use cases arXiv

Publisher : arXiv:1812.03519

Year : 2018

Survey on prevention mitigation and containment of ransomware attacks International Symposium on Security in Computing and Communication

Publisher : Springer Singapore

Year : 2018

S.P.O.O.F Net: Syntactic Patterns for identification of Ominous Online Factors

Year : 2018

Evaluating deep learning approaches to characterize and classify malicious URL’s

Publisher : Journal of Intelligent & Fuzzy Systems

Year : 2018

DeepAnti-PhishNet: Applying Deep Neural Networks for E-mail Spam Detection

Year : 2018

Detecting malicious domain names using deep learning approaches at scale

Publisher : Journal of Intelligent & Fuzzy Systems

Year : 2018

DeepAnti-PhishNet: Applying deep neural networks for phishing email detection Proc.

Publisher : Tempe AZ USA

Year : 2018

LSTM based Self-Defending AI ChatBot Providing Anti-Phishing

Publisher : ACM

Year : 2018

Stance-in-depth deep neural approach to stance classification Procedia computer science

Publisher : Elsevier

Year : 2018

Evaluating deep learning approaches to characterize and classify the DGAs at scale Journal of Intelligent & Fuzzy Systems

Publisher : Intelligent & Fuzzy Systems, IOS Press

Year : 2018

Detecting Android malware using long short-term memory (LSTM)

Publisher : Journal of Intelligent & Fuzzy Systems

Year : 2018

SPOOF Net: Syntactic Patterns for Identification of Ominous Online Factors

Cite this Research Publication : V. S. Mohan, Vinayakumar, R., Dr. Soman K. P., and Poornachandran, P., “SPOOF Net: Syntactic Patterns for Identification of Ominous Online Factors”, in 2018 IEEE Security and Privacy Workshops (SPW), 2018.

Publisher : 2018 IEEE Security and Privacy Workshops (SPW)

Year : 2017

Deep Stance and Gender Detection in Tweets on Catalan Independence

Publisher : Ibereval

Year : 2017

Demalvertising: A kernel approach for detecting malwares in advertising networks Proceedings of the First International Conference on Intelligent Computing and Communication

Publisher : Springer Singapore

Year : 2017

Aware Public Safety in Pervasive Environment Wireless Public Safety Networks

Publisher : Elsevier

Year : 2017

Stylometry detection using deep learning Computational Intelligence in Data Mining

Publisher : Springer Singapore

Year : 2017

Drive-by-download malware detection in hosts by analyzing system resource utilization using one class support vector machines

Cite this Research Publication : P. Poornachandran, Praveen, S., Ashok, A., Krishnan, M. R., and Dr. Soman K. P., “Drive-by-download malware detection in hosts by analyzing system resource utilization using one class support vector machines”, Advances in Intelligent Systems and Computing, vol. 516, pp. 129-137, 2017.

Publisher : Advances in Intelligent Systems and Computing, Springer Verlag,

Year : 2017

B-secure: a dynamic reputation system for identifying anomalous BGP paths Proceedings of the 5th International Conference on Frontiers in Intelligent Computing

Publisher : Springer Singapore

Year : 2017

Evaluation of Recurrent Neural Network and its Variants for Intrusion Detection System (IDS)

Cite this Research Publication : Dr. Soman K. P., Vinayakumar, R., and Poornachandran, P., “Evaluation of Recurrent Neural Network and its Variants for Intrusion Detection System (IDS)”, International Journal of Information System Modeling and Design (IJISMD) , vol. 8, no. 3, 2017.

Publisher : International Journal of Information System Modeling and Design (IJISMD)

Year : 2016

Text/Image Region Separation for Document Layout Detection of Old Document Images using Non-linear Diffusion and Level Set Procedia Computer Science

Cite this Research Publication : S. S. Kumar, Rajendran, P., Prabaharan, P., Dr. Soman K. P., J., M., and J., J., “Text/Image Region Separation for Document Layout Detection of Old Document Images Using Non-linear Diffusion and Level Set”, in Procedia Computer Science, 2016, vol. 93, pp. 469-477.

Publisher : Procedia Computer Science, Elsevier.

Year : 2016

Automatic modulation classification using convolutional neural network

Cite this Research Publication : A. S and Dr. Soman K. P., “Automatic Modulation Classification using Convolutional Neural Network”, in International Conference on Artificial Intelligence and Evolutionary Computations in Engineering Systems (ICAIECES-2016), 2016.

Publisher : International Conference on Artificial Intelligence and Evolutionary Computations in Engineering Systems

Year : 2016

Total Variation Denoising Based Approach for R-peak Detection in ECG Signals Procedia Computer Science

Cite this Research Publication : S. Sa Kumar, Dr. Neethu Mohan, Prabaharan, Pb, Dr. Soman K. P., J., M., and J., J., “Total Variation Denoising Based Approach for R-peak Detection in ECG Signals”, in Procedia Computer Science, 2016, vol. 93, pp. 697-705.

Publisher : Procedia Computer Science, Elsevier.

Year : 2016

MalJs: Lexical Structural and Behavioral Analysis of Malicious JavaScripts Using Ensemble Classifier

Publisher : Springer Singapore

Year : 2014

Ensemble Learning Approach for Author Profiling

Publisher : CLEF

Year : 2014

Ensemble learning approach for author profiling Notebook for PAN

Publisher : CLEF