IWSPA-AP 2018
Anti-Phishing Shared Task Pilot at the 4th ACM IWSPA

Table of Contents

• Preface
  
  

IWSPA-AP: 1st Anti-Phishing Shared Task Pilot at 4th ACM IWSPA

• Anti-Phishing Pilot at ACM IWSPA 2018: Evaluating Performance with New Metrics for Unbalanced Datasets 1-9
  Ayman El Aassal, Luis F.T. Moraes, Shahryar Baki, Avisha Das, Rakesh M. Verma
• Distributed Representation Using Target Classes: Bag of Tricks for Security and Privacy Analytics Amrita-NLP@IWSPA 2018 10-15
  Barathi Ganesh, Vinayakumar R, Anand Kumar M, Soman KP
• Deep Learning Based Phishing E-mail Detection CEN-Deepspam 16-20
  Hiransha M, Nidhin A Unnithan, Vinayakumar R, Soman KP
• A Machine Learning Approach Towards Phishing Email Detection CEN-Security@IWSPA 2018 21-28
  Harikrishnan NB, Vinayakumar R, Soman KP
• A Deep Learning Model with Hierarchical LSTMs and Supervised Attention for Anti-Phishing 29-38
  Minh Nguyen, Toan Nguyen, Thien Nguyen
• DeepAnti-PhishNet: Applying Deep Neural Networks for Phishing Email Detection CEN-AISecurity@IWSPA-2018 39-49
  Vinayakumar R, Barathi Ganesh, Anand Kumar M, Soman KP, Prabaharan Poornachandran
• Detecting Phishing E-mail Using Machine Learning Techniques CEN-SecureNLP 50-56
  Nidhin A Unnithan, Harikrishnan NB, Vinayakumar R, Soman KP
• A.R.E.S: Automatic Rogue Email Spotter Crypt Coyotes 57-63
  Vysakh Mohan, Naveen JR, Vinayakumar R, Soman KP
• Machine Learning Based Phishing E-mail detection Security-CEN@Amrita 64-68
  Nidhin A Unnithan, Harikrishnan NB, Akarsh S, Vinayakumar R, Soman KP
• PED-ML: Phishing Email Detection Using Classical Machine Learning Techniques CENSec@Amrita 69-76
  Anu Vazhayil, Harikrishnan NB, Vinayakumar R, Soman KP

Front Matter

• Program Committee ii
• Additional Reviewers iii

Back Matter

• Author Index 77
• Keyword Index 78