activity
20172022
most citedDetection, Attribution and Localization of GAN Generated Images

10 citations · 29 across the 13 of their papers we have counts for

collaborators

19 papers

cs.CR2022

MalGrid: Visualization Of Binary Features In Large Malware Corpora

Tajuddin Manhar Mohammed, Lakshmanan Nataraj, Satish Chikkagoudar +2

The number of malware is constantly on the rise. Though most new malware are modifications of existing ones, their sheer number is quite overwhelming. In this paper, we present a n…

cs.CR20211 cited

OMD: Orthogonal Malware Detection Using Audio, Image, and Static Features

Lakshmanan Nataraj, Tajuddin Manhar Mohammed, Tejaswi Nanjundaswamy +3

With the growing number of malware and cyber attacks, there is a need for "orthogonal" cyber defense approaches, which are complementary to existing methods by detecting unique mal…

cs.CR20212 cited

HAPSSA: Holistic Approach to PDF Malware Detection Using Signal and Statistical Analysis

Tajuddin Manhar Mohammed, Lakshmanan Nataraj, Satish Chikkagoudar +2

Malicious PDF documents present a serious threat to various security organizations that require modern threat intelligence platforms to effectively analyze and characterize the ide…

cs.CV20216 cited

Seam Carving Detection and Localization using Two-Stage Deep Neural Networks

Lakshmanan Nataraj, Chandrakanth Gudavalli, Tajuddin Manhar Mohammed +2

Seam carving is a method to resize an image in a content aware fashion. However, this method can also be used to carve out objects from images. In this paper, we propose a two-step…

cs.CV2021

SeeTheSeams: Localized Detection of Seam Carving based Image Forgery in Satellite Imagery

Chandrakanth Gudavalli, Erik Rosten, Lakshmanan Nataraj +2

Seam carving is a popular technique for content aware image retargeting. It can be used to deliberately manipulate images, for example, change the GPS locations of a building or in…

math.OC20211 cited

Minimal Rank Completions for Overlapping Blocks

Ethan N. Epperly, Nithin Govindarajan, Shivkumar Chandrasekaran

We consider the multi-objective optimization problem of choosing the bottom left block-entry of a block lower triangular matrix to minimize the ranks of all block sub-matrices. We…