| Protecting intellectual property of deep neural networks with watermarking J Zhang, Z Gu, J Jang, H Wu, MP Stoecklin, H Huang, I Molloy Proceedings of the 2018 on Asia Conference on Computer and Communications …, 2018 | 360 | 2018 |
| Histogram-based traffic anomaly detection A Kind, MP Stoecklin, X Dimitropoulos IEEE Transactions on Network and Service Management 6 (2), 110-121, 2009 | 260 | 2009 |
| System and method for network flow traffic rate encoding P Droz, P Hurley, A Kind, M Stoecklin US Patent 7,911,975, 2011 | 226 | 2011 |
| Net-fli: on-the-fly compression, archiving and indexing of streaming network traffic F Fusco, MP Stoecklin, M Vlachos Proceedings of the VLDB Endowment 3 (1-2), 1382-1393, 2010 | 122 | 2010 |
| Computer implemented techniques for detecting, investigating and remediating security violations to IT infrastructure S Berger, Y Chen, X Hu, D Pendarakis, J Rao, R Sailer, DL Schales, ... US Patent 9,832,217, 2017 | 102 | 2017 |
| On the 95-Percentile Billing Method. XA Dimitropoulos, P Hurley, A Kind, MP Stoecklin PAM 9, 207-216, 2009 | 95 | 2009 |
| Practical Comprehensive Bounds on Surreptitious Communication over DNS. V Paxson, M Christodorescu, M Javed, JR Rao, R Sailer, DL Schales, ... USENIX Security Symposium, 17-32, 2013 | 59 | 2013 |
| Threat intelligence computing X Shu, F Araujo, DL Schales, MP Stoecklin, J Jang, H Huang, JR Rao Proceedings of the 2018 ACM SIGSAC conference on computer and communications …, 2018 | 48 | 2018 |
| Deeplocker–concealing targeted attacks with ai locksmithing D Kirat, J Jang, M Stoecklin Blackhat USA 1, 1-29, 2018 | 44 | 2018 |
| Detecting malicious exploit kits using tree-based similarity searches T Taylor, X Hu, T Wang, J Jang, MP Stoecklin, F Monrose, R Sailer proceedings of the Sixth ACM Conference on Data and Application Security and …, 2016 | 41 | 2016 |
| Deeplocker: How AI can power a stealthy new breed of malware MP Stoecklin Security Intelligence, August 8, 2018 | 39 | 2018 |
| Detecting web exploit kits by tree-based structural similarity search X Hu, J Jang, F Monrose, MP Stoecklin, T Taylor, T Wang US Patent 9,723,016, 2017 | 39 | 2017 |
| A two-layered anomaly detection technique based on multi-modal flow behavior models MP Stoecklin, JY Le Boudec, A Kind Passive and Active Network Measurement: 9th International Conference, PAM …, 2008 | 37 | 2008 |
| The eternal sunshine of the sketch data structure X Dimitropoulos, M Stoecklin, P Hurley, A Kind Computer Networks 52 (17), 3248-3257, 2008 | 33 | 2008 |
| Identification and classification of web traffic inside encrypted network tunnels M Christodorescu, X Hu, DL Schales, R Sailer, MP Stoecklin, T Wang, ... US Patent 9,106,536, 2015 | 32 | 2015 |
| BAYWATCH: robust beaconing detection to identify infected hosts in large-scale enterprise networks X Hu, J Jang, MP Stoecklin, T Wang, DL Schales, D Kirat, JR Rao 2016 46th Annual IEEE/IFIP International Conference on Dependable Systems …, 2016 | 29 | 2016 |
| Real-time creation of bitmap indexes on streaming network data F Fusco, M Vlachos, MP Stoecklin The VLDB Journal 21, 287-307, 2012 | 29 | 2012 |
| Consolidating structured and unstructured security and threat intelligence with knowledge graphs Y Park, J Jang, DH Kirat, JR Rao, MP Stoecklin US Patent App. 15/368,845, 2018 | 27 | 2018 |
| Cognitive scoring of asset risk based on predictive propagation of security-related events X Hu, R Sailer, DL Schales, MP Stoecklin, T Wang US Patent App. 14/229,155, 2015 | 27 | 2015 |
| Predicting attacks based on probabilistic game-theory M Christodorescu, D Korzhyk, R Sailer, DL Schales, MP Stoecklin, ... US Patent 8,863,293, 2014 | 27 | 2014 |
Jiyong JangResearch Scientist, IBM ResearchVerified email at us.ibm.com
