Lakshmanan Nataraj

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 34

Top Topics

Malware Detection

Binary Features

Image Manipulation

Top Venues

Media Watermarking, Security, and Forensics

Publications

Chandrakanth Gudavalli, Erik Rosten, Lakshmanan Nataraj, Shivkumar Chandrasekaran, B. S. Manjunath
CIMGEN: Controlled Image Manipulation by Finetuning Pretrained Generative Models on Limited Data. CoRR (2024)
Chandrakanth Gudavalli, Michael Goebel, Tejaswi Nanjundaswamy, Lakshmanan Nataraj, Shivkumar Chandrasekaran, B. S. Manjunath
Resampling Estimation Based RPC Metadata Verification in Satellite Imagery. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Chandrakanth Gudavalli, Erik Rosten, Lakshmanan Nataraj, Shivkumar Chandrasekaran, B. S. Manjunath
SeeTheSeams: Localized Detection of Seam Carving based Image Forgery in Satellite Imagery. CVPR Workshops (2022)
Tajuddin Manhar Mohammed, Lakshmanan Nataraj, Satish Chikkagoudar, Shivkumar Chandrasekaran, B. S. Manjunath
MalGrid: Visualization of Binary Features in Large Malware Corpora. MILCOM (2022)
Tajuddin Manhar Mohammed, Lakshmanan Nataraj, Satish Chikkagoudar, Shivkumar Chandrasekaran, B. S. Manjunath
MalGrid: Visualization Of Binary Features In Large Malware Corpora. CoRR (2022)
Chandrakanth Gudavalli, Erik Rosten, Lakshmanan Nataraj, Shivkumar Chandrasekaran, B. S. Manjunath
SeeTheSeams: Localized Detection of Seam Carving based Image Forgery in Satellite Imagery. CoRR (2021)
Lakshmanan Nataraj, Tajuddin Manhar Mohammed, Tejaswi Nanjundaswamy, Satish Chikkagoudar, Shivkumar Chandrasekaran, B. S. Manjunath
OMD: Orthogonal Malware Detection using Audio, Image, and Static Features. MILCOM (2021)
Tajuddin Manhar Mohammed, Lakshmanan Nataraj, Satish Chikkagoudar, Shivkumar Chandrasekaran, B. S. Manjunath
HAPSSA: Holistic Approach to PDF malware detection using Signal and Statistical Analysis. MILCOM (2021)
Tajuddin Manhar Mohammed, Lakshmanan Nataraj, Satish Chikkagoudar, Shivkumar Chandrasekaran, B. S. Manjunath
Malware Detection Using Frequency Domain-Based Image Visualization and Deep Learning. HICSS (2021)
Michael Goebel, Jason Bunk, Srinjoy Chattopadhyay, Lakshmanan Nataraj, Shivkumar Chandrasekaran, B. S. Manjunath
Attribution of Gradient Based Adversarial Attacks for Reverse Engineering of Deceptions. Media Watermarking, Security, and Forensics (2021)
Lakshmanan Nataraj, Chandrakanth Gudavalli, Tajuddin Manhar Mohammed, Shivkumar Chandrasekaran, B. S. Manjunath
Seam Carving Detection and Localization using Two-Stage Deep Neural Networks. CoRR (2021)
Tajuddin Manhar Mohammed, Lakshmanan Nataraj, Satish Chikkagoudar, Shivkumar Chandrasekaran, B. S. Manjunath
HAPSSA: Holistic Approach to PDF Malware Detection Using Signal and Statistical Analysis. CoRR (2021)
Tajuddin Manhar Mohammed, Lakshmanan Nataraj, Satish Chikkagoudar, Shivkumar Chandrasekaran, B. S. Manjunath
Malware Detection Using Frequency Domain-Based Image Visualization and Deep Learning. CoRR (2021)
Michael Goebel, Jason Bunk, Srinjoy Chattopadhyay, Lakshmanan Nataraj, Shivkumar Chandrasekaran, B. S. Manjunath
Attribution of Gradient Based Adversarial Attacks for Reverse Engineering of Deceptions. CoRR (2021)
Michael Goebel, Lakshmanan Nataraj, Tejaswi Nanjundaswamy, Tajuddin Manhar Mohammed, Shivkumar Chandrasekaran, B. S. Manjunath
Detection, Attribution and Localization of GAN Generated Images. Media Watermarking, Security, and Forensics (2021)
Lakshmanan Nataraj, Michael Goebel, Tajuddin Manhar Mohammed, Shivkumar Chandrasekaran, B. S. Manjunath
Holistic Image Manipulation Detection using Pixel Cooccurrence Matrices. Media Watermarking, Security, and Forensics (2021)
Lakshmanan Nataraj, Tajuddin Manhar Mohammed, Tejaswi Nanjundaswamy, Satish Chikkagoudar, Shivkumar Chandrasekaran, B. S. Manjunath
OMD: Orthogonal Malware Detection Using Audio, Image, and Static Features. CoRR (2021)
Lakshmanan Nataraj, Michael Goebel, Tajuddin Manhar Mohammed, Shivkumar Chandrasekaran, B. S. Manjunath
Holistic Image Manipulation Detection using Pixel Co-occurrence Matrices. CoRR (2021)
Michael Goebel, Lakshmanan Nataraj, Tejaswi Nanjundaswamy, Tajuddin Manhar Mohammed, Shivkumar Chandrasekaran, B. S. Manjunath
Detection, Attribution and Localization of GAN Generated Images. CoRR (2020)
Lakshmanan Nataraj, Tajuddin Manhar Mohammed, B. S. Manjunath, Shivkumar Chandrasekaran, Arjuna Flenner, Jawadul H. Bappy, Amit K. Roy-Chowdhury
Detecting GAN generated Fake Images using Co-occurrence Matrices. Media Watermarking, Security, and Forensics (2019)
Jawadul H. Bappy, Cody Simons, Lakshmanan Nataraj, B. S. Manjunath, Amit K. Roy-Chowdhury
Hybrid LSTM and Encoder-Decoder Architecture for Detection of Image Forgeries. IEEE Trans. Image Process. 28 (7) (2019)
Lakshmanan Nataraj, Tajuddin Manhar Mohammed, B. S. Manjunath, Shivkumar Chandrasekaran, Arjuna Flenner, Jawadul H. Bappy, Amit K. Roy-Chowdhury
Detecting GAN generated Fake Images using Co-occurrence Matrices. CoRR (2019)
Jawadul H. Bappy, Cody Simons, Lakshmanan Nataraj, B. S. Manjunath, Amit K. Roy-Chowdhury
Hybrid LSTM and Encoder-Decoder Architecture for Detection of Image Forgeries. CoRR (2019)
Michael Goebel, Arjuna Flenner, Lakshmanan Nataraj, B. S. Manjunath
Deep Learning Methods for Event Verification and Image Repurposing Detection. CoRR (2019)
Michael Goebel, Arjuna Flenner, Lakshmanan Nataraj, Bangalore S. Manjunath
Deep Learning Methods for Event Verification and Image Repurposing Detection. Media Watermarking, Security, and Forensics (2019)
Tajuddin Manhar Mohammed, Jason Bunk, Lakshmanan Nataraj, Jawadul H. Bappy, Arjuna Flenner, B. S. Manjunath, Shivkumar Chandrasekaran, Amit K. Roy-Chowdhury, Lawrence A. Peterson
Boosting Image Forgery Detection using Resampling Features and Copy-move Analysis. Media Watermarking, Security, and Forensics (2018)
Tajuddin Manhar Mohammed, Jason Bunk, Lakshmanan Nataraj, Jawadul H. Bappy, Arjuna Flenner, B. S. Manjunath, Shivkumar Chandrasekaran, Amit K. Roy-Chowdhury, Lawrence Peterson
Boosting Image Forgery Detection using Resampling Features and Copy-move analysis. CoRR (2018)
Arjuna Flenner, Lawrence Peterson, Jason Bunk, Tajuddin Manhar Mohammed, Lakshmanan Nataraj, B. S. Manjunath
Resampling Forgery Detection Using Deep Learning and A-Contrario Analysis. CoRR (2018)
Arjuna Flenner, Lawrence Peterson, Jason Bunk, Tajuddin Manhar Mohammed, Lakshmanan Nataraj, Bangalore S. Manjunath
Resampling Forgery Detection Using Deep Learning and A-Contrario Analysis. Media Watermarking, Security, and Forensics (2018)
Jason Bunk, Jawadul H. Bappy, Tajuddin Manhar Mohammed, Lakshmanan Nataraj, Arjuna Flenner, B. S. Manjunath, Shivkumar Chandrasekaran, Amit K. Roy-Chowdhury, Lawrence Peterson
Detection and Localization of Image Forgeries Using Resampling Features and Deep Learning. CVPR Workshops (2017)
Jason Bunk, Jawadul H. Bappy, Tajuddin Manhar Mohammed, Lakshmanan Nataraj, Arjuna Flenner, B. S. Manjunath, Shivkumar Chandrasekaran, Amit K. Roy-Chowdhury, Lawrence Peterson
Detection and Localization of Image Forgeries using Resampling Features and Deep Learning. CoRR (2017)
Jawadul H. Bappy, Amit K. Roy-Chowdhury, Jason Bunk, Lakshmanan Nataraj, B. S. Manjunath
Exploiting Spatial Structure for Localizing Manipulated Image Regions. ICCV (2017)
Lakshmanan Nataraj, B. S. Manjunath
SPAM: Signal Processing to Analyze Malware [Applications Corner]. IEEE Signal Process. Mag. 33 (2) (2016)
Lakshmanan Nataraj, B. S. Manjunath
SPAM: Signal Processing to Analyze Malware. CoRR (2016)
Amir M. Rahimi, Lakshmanan Nataraj, B. S. Manjunath
Features we trust! ICIP (2015)
Lakshmanan Nataraj, S. Karthikeyan, B. S. Manjunath
SATTVA: SpArsiTy inspired classificaTion of malware VAriants. IH&MMSec (2015)
Dhilung Kirat, Lakshmanan Nataraj, Giovanni Vigna, B. S. Manjunath
SigMal: a static signal processing based malware triage. ACSAC (2013)
Lakshmanan Nataraj, S. Karthikeyan, G. Jacob, B. S. Manjunath
Malware images: visualization and automatic classification. VizSEC (2011)
Lakshmanan Nataraj, Vinod Yegneswaran, Phillip A. Porras, Jian Zhang
A comparative assessment of malware classification using binary texture analysis and dynamic analysis. AISec (2011)
Lakshmanan Nataraj, Anindya Sarkar, B. S. Manjunath
Improving re-sampling detection by adding noise. Media Forensics and Security (2010)
Lakshmanan Nataraj, Anindya Sarkar, B. S. Manjunath
Precise localization of key-points to identify local regions for robust data hiding. ICIP (2010)
Lakshmanan Nataraj, Anindya Sarkar, Bangalore S. Manjunath
Adding Gaussian noise to "denoise" JPEG for detecting image resizing. ICIP (2009)
Anindya Sarkar, Lakshmanan Nataraj, B. S. Manjunath
Detection of seam carving and localization of seam insertions in digital images. MM&Sec (2009)
Anindya Sarkar, Lakshmanan Nataraj, B. S. Manjunath, Upamanyu Madhow
Estimation of optimum coding redundancy and frequency domain analysis of attacks for YASS - a randomized block based hiding scheme. ICIP (2008)