PhishMatch: A Layered Approach for Effective Detection of Phishing URLs

no code implementations • 4 Dec 2021 • Harshal Tupsamudre, Sparsh Jain, Sachin Lodha

Prior studies show that it is possible to determine whether a website is phishing or not just by analyzing its URL more carefully.

Gradient-based Data Subversion Attack Against Binary Classifiers

no code implementations • 31 May 2021 • Rosni K Vasu, Sanjay Seetharaman, Shubham Malaviya, Manish Shukla, Sachin Lodha

Machine learning based data-driven technologies have shown impressive performances in a variety of application domains.

BIG-bench Machine Learning Data Poisoning

Influence Based Defense Against Data Poisoning Attacks in Online Learning

no code implementations • 24 Apr 2021 • Sanjay Seetharaman, Shubham Malaviya, Rosni KV, Manish Shukla, Sachin Lodha

For example, data sanitization is a popular defensive mechanism wherein the learner rejects those data points that are sufficiently far from the set of training instances.

Adversarial Attack Data Poisoning

Privacy Guidelines for Contact Tracing Applications

no code implementations • 28 Apr 2020 • Manish Shukla, Rajan M A, Sachin Lodha, Gautam Shroff, Ramesh Raskar

Due to this there is an emergence of mobile based applications for contact tracing.

Stamp processing with examplar features

no code implementations • 16 Sep 2016 • Yash Bhalgat, Mandar Kulkarni, Shirish Karande, Sachin Lodha

Document digitization is becoming increasingly crucial.

Clustering