Marc Ph. Stoecklin
Marc Ph. Stoecklin
IBM Research
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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
Histogram-based traffic anomaly detection
A Kind, MP Stoecklin, X Dimitropoulos
IEEE Transactions on Network and Service Management 6 (2), 110-121, 2009
System and method for network flow traffic rate encoding
P Droz, P Hurley, A Kind, M Stoecklin
US Patent 7,911,975, 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
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
On the 95-percentile billing method
X Dimitropoulos, P Hurley, A Kind, MP Stoecklin
Passive and Active Network Measurement: 10th International Conference, PAM …, 2009
Practical comprehensive bounds on surreptitious communication over {DNS}
V Paxson, M Christodorescu, M Javed, J Rao, R Sailer, DL Schales, ...
22nd USENIX Security Symposium (USENIX Security 13), 17-32, 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
Deeplocker–concealing targeted attacks with ai locksmithing
D Kirat, J Jang, M Stoecklin
Blackhat USA 1, 1-29, 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
Deeplocker: How AI can power a stealthy new breed of malware
MP Stoecklin
Security Intelligence, August 8, 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
Predicting attacks based on probabilistic game-theory
M Christodorescu, D Korzhyk, R Sailer, DL Schales, MP Stoecklin, ...
US Patent 8,863,293, 2014
A two-layered anomaly detection technique based on multi-modal flow behavior models
MP Stoecklin, JY Le Boudec, A Kind
International Conference on Passive and Active Network Measurement, 212-221, 2008
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
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
The eternal sunshine of the sketch data structure
X Dimitropoulos, M Stoecklin, P Hurley, A Kind
Computer Networks 52 (17), 3248-3257, 2008
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
Real-time creation of bitmap indexes on streaming network data
F Fusco, M Vlachos, MP Stoecklin
The VLDB Journal 21, 287-307, 2012
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
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