Data Scientist at Apple, researcher at Precog@IIITD, and a former PhD student at IIIT-Delhi. Advised by Dr. Ponnurangam Kumaraguru ("PK"). My areas of interest are social media analytics, cyber crime, privacy and security in online social media, machine learning, deep learning, natural language processing, and data mining. I completed my Ph. D. in Computer Science in November, 2017 from IIIT-Delhi. Prior to Ph. D., I completed my Masters degree in Computer Science (specialization in Information Security) in 2012 from IIIT-Delhi. I got by Bachelors degree in Computer Science and Engineering in 2010 from Rajasthan Technical University, a state university in India. Geeky, enthusiast, opportunist, optimistic, and a die-hard Lamborghini fan.
Feb 2012 - November 2017
Ph. D. in Computer Science.
2010 - 2012
M. Tech. in Computer Science (specialization in Information Security)
GPA - 9.35
2006 - 2010
B. Tech. in Computer Science, Kautilya Institute of Technology and Engineering, Jaipur
Average - 77.5%
December, 2019 - present
August, 2017 - December, 2019
May, 2017 - July, 2017
Worked on adversarial machine learning and generative deep learning models as part of the Open Science Collaboration Program (OSCP) between IBM and IIIT-Delhi. The goal of this project was to investigate the robustness of generative adversarial networks (GANs) against adversarial feedback.
December, 2013 - May, 2014
Worked on a project on analyzing spear phishing emails using a combination of stylometric and social features.
July, 2011 - November, 2011
Worked on developing ZoRRo, a system and method for preventing information leakage from text documents. We exploited access control policies from databases to identify and redact sensitive information from text documents.
May, 2012 - July, 2012
Jan, 2015 - March, 2015
Worked on building a web ontology for violent online political extremism and radicalization as part of VOX Pol.
Thesis document: Download PDF version
Slides: View on SlideShare
Defense presentation video: Watch on YouTube
Kaushal, R., Chandok, S., Jain P., Dewan, P., Gupta, N., and Kumaraguru, P.
Nudging Nemo: Helping Users Control Linkability across Social Networks.
9th International Conference on Social Informatics (SocInfo), 2017 (Short paper).
Author's version
Dewan, P., Bagroy, S., and Kumaraguru, P.
Hiding in Plain Sight: The Anatomy of Malicious Pages on Facebook.
Book chapter, Lecture Notes in Social Networks, Springer 2017 (To appear)
Author's version
Dewan, P., Suri, A., Bharadhwaj, V., Mithal, A., and Kumaraguru, P.
Towards Understanding Crisis Events On Online Social Networks Through Pictures.
IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2017.
Acceptance rate: 19%
Author's version
Dewan, P., and Kumaraguru, P.
Facebook Inspector (FbI): Towards Automatic Real Time Detection of Malicious Content on Facebook.
Social Network Analysis and Mining Journal (SNAM), 2017. Volume 7, Issue 1.
Author's version
The final publication is available at link.springer.com
Dewan, P., Bagroy, S., and Kumaraguru, P.
Hiding in Plain Sight: Characterizing and Detecting Malicious Facebook Pages.
IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2016 (Short paper)
Acceptance rate (Short papers + Full papers): 26%
Author's version
Dewan, P., and Kumaraguru, P.
Towards Automatic Real Time Identification of Malicious Posts on Facebook.
Thirteenth Annual Conference on Privacy, Security and Trust (PST), 2015
Author's version
Deshpande, P., Joshi, S., Dewan, P., Murthy, K., Mohania, M., Agrawal, S.
The Mask of ZoRRo: preventing information leakage from documents.
Knowledge and Information Systems Journal, 2014
Published version (PDF)
Dewan, P., Kashyap, A., and Kumaraguru, P.
Analyzing Social and Stylometric Features to Identify Spear phishing Emails.
APWG eCrime Research Symposium (eCRS), 2014
Author's version (PDF)
Mittal, S., Gupta, N., Dewan, P., Kumaraguru, P.
Pinned it! A large scale study of the Pinterest network.
1st ACM IKDD Conference on Data Sciences (CoDS), 2014
Acceptance rate: 15%
Author's version (PDF)
Dewan, P., Gupta, M., Goyal, K., and Kumaraguru, P.
MultiOSN: Realtime Monitoring of Real World Events on Multiple Online Social Media
IBM ICARE 2013
Acceptance rate: 26%
Author's version (PDF) | Poster (JPG)
Magalhães, T., Dewan, P., Kumaraguru, P., Melo-Minardi, R., and Almeida, V.
uTrack: Track Yourself! Monitoring Information on Online Social Media.
22nd International World Wide Web Conference (WWW) (2013)
Author's version (PDF) | Poster (PDF) | Slides (PDF)
Conway M., Dewan P., Kumaraguru P., McInerney L.
'White Pride Worldwide': A Meta- analysis of Stormfront.org
Internet, Politics, Policy 2012: Big Data, Big Challenges?, Oxford Internet Institute, University of Oxford.
Link
Dewan, P., and Kumaraguru, P.
The Anatomy of Malicious Facebook Pages.
Security and Privacy Symposium, IIIT Delhi, 2016
Dewan, P., Kashyap, A., and Kumaraguru, P.
Analyzing Social and Stylometric Features to Identify Spear phishing Emails.
Security and Privacy Symposium, IIIT Delhi, 2015
Author's version
Dewan, P., and Kumaraguru, P.
Facebook. Because studying events and spammers on Twitter is too mainstream.
Security and Privacy Symposium, IIT Kanpur, 2014
Author's version
Dewan, P., and Kumaraguru, P.
Spam Identification on Facebook during events
2nd ACM Conference on Online Social Networks (COSN), 2014
Author's version
Dewan, P., Sachdeva, N., Gupta, M., and Kumaraguru, P.
ChaMAILeon: Usable email sharing like never before!
Security and Privacy Symposium, IIT Kanpur, 2013
Dewan, P., and Kumaraguru, P.
Detecting Malicious Content on Facebook
Technical Report arXiv:1501.00802.
Dewan, P.
A Survey on Identification and Analysis of Poor Quality Content on Facebook.
Comprehensive Survey Report | Slides (PDF)
Dewan, P., and Kumaraguru, P.
It Doesn't Break Just on Twitter. Characterizing Facebook content During Real World Events.
Technical Report arXiv:1405.4820.
Mittal, S., Gupta, N., Dewan, P., and Kumaraguru, P.
The Pin-Bang Theory: Discovering the Pinterest World.
Technical Report arXiv:1307.4952v1.
Dewan, P., Gupta, M., Goyal, K., and Kumaraguru, P.
MultiOSN: Monitoring Multiple Online Social Networks During Real-World Events.
Technical report, Precog-TR-13-001.
Dewan, P., Sachdeva, N., Kumaraguru, P.
ChaMAILeon: Exploring the Usability of a Privacy Preserving Email Sharing System
Technical report arXiv:1306.0195
Dewan, P., Gupta, M., and Kumaraguru, P.
ChaMAILeon: Simplified Email Sharing Like Never Before.
Technical report IIITD-TR-2012-003
Technical report "Visual Themes and Sentiment on Social Networks to Aid First Responders During Crisis Events" featured in The Best of arXiv, by MIT Technology Review.
5 amazing projects and research ideas from top Indian Universities, featured research article. August 18, 2016. Digit Magazine
IIIT-D develops system that monitors, analyses real-world events online, news item. May 28, 2013. The Times of India
IIIT-D develops system that monitors, analyses real-world events online, news item. May, 28, 2013. Today.in
OntoX covered in Centre for International Studies newsletter, Dublin City University. May, 2012
Our paper "'White Pride Worldwide': A Meta-Analysis of Stormfront.org" features in Center for International Studies newsletter, Dublin City University. September, 2012
Best poster award, Security and Privacy Symposium, IIIT Delhi, 2016.
Best student award, Security and Privacy Symposium, IIT Kanpur, 2014.
Awarded the NIXI Travel fellowship from National Internet Exchange of India (NIXI) for 2014.
Ph.D funded by research grants from Government of India. 2012 - 2015
Funded by IBM during M. Tech., 2011
GATE Scholarship, Ministry of Human Resources Development (MHRD), Government of India. 2010 - 2012
Reviewer, 2nd IEEE International Workshop on "Fake MultiMedia" (FakeMM'18), 2018
Reviewer, ACM Transactions on Privacy and Security (Journal), 2018
Reviewer, 1st IEEE International Workshop on "Fake MultiMedia" (FakeMM'18), 2018
Conducted a hands-on session on "Online Social Networks - A developer's perspective" at Indira Gandhi Delhi Technological University for Women (IGDTUW), New Delhi, June, 2016
Conducted a tutorial at "Online Social Media Hackathon" as part of Innerve, annual tech. fest at Indira Gandhi Delhi Technological University for Women (IGDTUW), New Delhi, April, 2016
Reviewer, Transactions of Behaviour & Information Technology (TBIT) (Journal), 2016
Reviewer, IEEE Ninth International Conference on Contemporary Computing (IC3), 2016
Program Committee member, Youth Internet Governance Forum (Youth IGF), 2014.
Additional reviewer, 2nd International Workshop on Privacy and Security in Online Social Media (PSOSM), Co-located with 22nd International World Wide Web Conference (WWW), 2013
Gave a talk at AICC 2013 organized by Kautilya Institute of Technology and Engineering, Jaipur
Served on the IT committee at IIIT-Delhi, November 2012 to December 2013
Helix: Understanding the 1,000 words of a picture
Automatic real time system for "understanding" images on a large scale
More information
Browser extension - Chrome
Browser extension - Firefox
Online Demo
Facebook Inspector (FbI): Browser plug-in for automatic real-time detection of malicious Facebook posts.
Firefox version
Chrome
MultiOSN: Realtime Monitoring of Real World Events on Multiple Online Social Media
Teaching assistant for Privacy and Security in Online Social Media (PSOSM) online course at NPTEL, Fall 2016
Teaching assistant for Designing Human-Centered Systems (DHCS), Spring 2016
Teaching assistant for Privacy and Security in Online Social Media (PSOSM), Fall 2015
Teaching assistant for Advanced Algorithms course, Fall 2012
Teaching assistant for Probability and Statistics course, Spring 2012
Teaching assistant for Computer Organization course, Fall 2011
Graduation blog: The journey of an unlikely doctor, November 13, 2017
There's misinformation on Facebook. Here's how you deal with it, November 28, 2016
The complete picture: Visual Themes and Sentiment on Social Media for First Responders, November 8, 2016
Go home Google Groups, you’re drunk!!! June 1, 2013
See it, while it’s hot! MultiOSN: Monitoring real-world events on online social media, May 21, 2013
The Republic of Ireland, July 6, 2012
PreCog: Research and beyond…, March 14, 2012