| Malware images: visualization and automatic classification L Nataraj, S Karthikeyan, G Jacob, BS Manjunath Proceedings of the 8th International Symposium on Visualization for Cyber …, 2011 | 1108 | 2011 |
| A comparative assessment of malware classification using binary texture analysis and dynamic analysis L Nataraj, V Yegneswaran, P Porras, J Zhang Proceedings of the 4th ACM Workshop on Security and Artificial Intelligence …, 2011 | 271 | 2011 |
| Hybrid lstm and encoder–decoder architecture for detection of image forgeries JH Bappy, C Simons, L Nataraj, BS Manjunath, AK Roy-Chowdhury IEEE Transactions on Image Processing 28 (7), 3286-3300, 2019 | 269 | 2019 |
| Detecting GAN generated fake images using co-occurrence matrices L Nataraj, TM Mohammed, S Chandrasekaran, A Flenner, JH Bappy, ... arXiv preprint arXiv:1903.06836, 2019 | 202 | 2019 |
| Exploiting spatial structure for localizing manipulated image regions JH Bappy, AK Roy-Chowdhury, J Bunk, L Nataraj, BS Manjunath Proceedings of the IEEE international conference on computer vision, 4970-4979, 2017 | 198 | 2017 |
| Detection and localization of image forgeries using resampling features and deep learning J Bunk, JH Bappy, TM Mohammed, L Nataraj, A Flenner, BS Manjunath, ... 2017 IEEE conference on computer vision and pattern recognition workshops …, 2017 | 187 | 2017 |
| Detection of seam carving and localization of seam insertions in digital images A Sarkar, L Nataraj, BS Manjunath Proceedings of the 11th ACM workshop on Multimedia and security, 107-116, 2009 | 99 | 2009 |
| SigMal: A Static Signal Processing Based Malware Triage D Kirat, L Nataraj, G Vigna, BS Manjunath Annual Computer Security Applications Conference (ACSAC) 2013, 2013 | 67 | 2013 |
| Digital image forgery detection using artificial neural network and auto regressive coefficients ES Gopi, N Lakshmanan, T Gokul, S KumaraGanesh 2006 Canadian Conference on Electrical and Computer Engineering, 194-197, 2006 | 58 | 2006 |
| SPAM: Signal Processing to Analyze Malware L Nataraj, BS Manjunath IEEE Signal Processing Magazine 33 (2), 105-117, 2016 | 51 | 2016 |
| SARVAM: Search And RetrieVAl of Malware L Nataraj, D Kirat, BS Manjunath, G Vigna Annual Computer Security Applications Conference (ACSAC) Workshop on Next …, 2013 | 40 | 2013 |
| SATTVA: SpArsiTy inspired classificaTion of malware VAriants L Nataraj, S Karthikeyan, BS Manjunath ACM Workshop on Information Hiding and Multimedia Security (IH and MMSEC) 2015, 2015 | 29 | 2015 |
| Boosting Image Forgery Detection using Resampling Features and Copy-move analysis TM Mohammed, J Bunk, L Nataraj, JH Bappy, A Flenner, BS Manjunath, ... Electronic Imaging 2018, 2018 | 28 | 2018 |
| Adding gaussian noise to “denoise” JPEG for detecting image resizing L Nataraj, A Sarkar, BS Manjunath 2009 16th IEEE International Conference on Image Processing (ICIP), 1493-1496, 2009 | 28 | 2009 |
| A signal processing approach to malware analysis L Nataraj University of California, Santa Barbara, 2015 | 24 | 2015 |
| Improving re-sampling detection by adding noise L Nataraj, A Sarkar, BS Manjunath Media Forensics and Security II 7541, 177-187, 2010 | 24 | 2010 |
| Detection, attribution and localization of gan generated images M Goebel, L Nataraj, T Nanjundaswamy, TM Mohammed, ... arXiv preprint arXiv:2007.10466, 2020 | 23 | 2020 |
| Resampling forgery detection using deep learning and a-contrario analysis A Flenner, L Peterson, J Bunk, TM Mohammed, L Nataraj, BS Manjunath arXiv preprint arXiv:1803.01711, 2018 | 20 | 2018 |
| Estimation of optimum coding redundancy and frequency domain analysis of attacks for YASS-a randomized block based hiding scheme A Sarkar, L Nataraj, BS Manjunath, U Madhow 2008 15th IEEE International Conference on Image Processing, 1292-1295, 2008 | 18 | 2008 |
| Malware detection using frequency domain-based image visualization and deep learning TM Mohammed, L Nataraj, S Chikkagoudar, S Chandrasekaran, ... arXiv preprint arXiv:2101.10578, 2021 | 15 | 2021 |
B.S. ManjunathDistinguished Professor, Electrical & Computer Engineering, University of California, Santa BarbaraVerified email at ece.ucsb.edu
