Date of Patent: Nov. 08, 2022 Applicant:
Cisco Technology, Inc. , San Jose, CA (US) ;
Inventors:
Navindra Yadav , Cupertino, CA (US) ;
Mohammadreza Alizadeh Attar , Cambridge, MA (US) ;
Shashidhar Gandham , Fremont, CA (US) ;
Jackson Ngoc Ki Pang , Sunnyvale, CA (US) ;
Roberto Fernando Spadaro , Milpitas, CA (US) ;
Int. Cl.
CPC ...
H04L 29/06 (2006.01) ; H04L 43/045 (2022.01) ; H04L 9/40 (2022.01) ; G06F 9/455 (2018.01) ; G06N 20/00 (2019.01) ; G06F 21/55 (2013.01) ; G06F 21/56 (2013.01) ; G06F 16/28 (2019.01) ; G06F 16/2457 (2019.01) ; G06F 16/248 (2019.01) ; G06F 16/29 (2019.01) ; G06F 16/16 (2019.01) ; G06F 16/17 (2019.01) ; G06F 16/11 (2019.01) ; G06F 16/13 (2019.01) ; G06F 16/174 (2019.01) ; G06F 16/23 (2019.01) ; G06F 16/9535 (2019.01) ; G06N 99/00 (2019.01) ; H04L 9/32 (2006.01) ; H04L 41/0668 (2022.01) ; H04L 43/0805 (2022.01) ; H04L 43/0811 (2022.01) ; H04L 43/0852 (2022.01) ; H04L 43/106 (2022.01) ; H04L 45/00 (2022.01) ; H04L 45/50 (2022.01) ; H04L 67/12 (2022.01) ; H04L 43/026 (2022.01) ; H04L 61/5007 (2022.01) ; H04L 67/01 (2022.01) ; H04L 67/51 (2022.01) ; H04L 67/75 (2022.01) ; H04L 67/1001 (2022.01) ; H04L 43/062 (2022.01) ; H04L 43/10 (2022.01) ; H04L 47/2441 (2022.01) ; H04L 41/0893 (2022.01) ; H04L 43/08 (2022.01) ; H04L 43/04 (2022.01) ; H04W 84/18 (2009.01) ; H04L 67/10 (2022.01) ; H04L 41/046 (2022.01) ; H04L 43/0876 (2022.01) ; H04L 41/12 (2022.01) ; H04L 41/16 (2022.01) ; H04L 41/0816 (2022.01) ; G06F 21/53 (2013.01) ; H04L 41/22 (2022.01) ; G06F 3/04842 (2022.01) ; G06F 3/04847 (2022.01) ; H04L 41/0803 (2022.01) ; H04L 43/0829 (2022.01) ; H04L 43/16 (2022.01) ; H04L 1/24 (2006.01) ; H04W 72/08 (2009.01) ; H04L 9/08 (2006.01) ; H04J 3/06 (2006.01) ; H04J 3/14 (2006.01) ; H04L 47/20 (2022.01) ; H04L 47/32 (2022.01) ; H04L 43/0864 (2022.01) ; H04L 47/11 (2022.01) ; H04L 69/22 (2022.01) ; H04L 45/74 (2022.01) ; H04L 47/2483 (2022.01) ; H04L 43/0882 (2022.01) ; H04L 41/0806 (2022.01) ; H04L 43/0888 (2022.01) ; H04L 43/12 (2022.01) ; H04L 47/31 (2022.01) ; G06F 3/0482 (2013.01) ; G06T 11/20 (2006.01) ; H04L 43/02 (2022.01) ; H04L 47/28 (2022.01) ; H04L 69/16 (2022.01) ; H04L 45/302 (2022.01) ; H04L 67/50 (2022.01) ;
U.S. Cl.
CPC ...
H04L 43/045 (2013.01) ; G06F 3/0482 (2013.01) ; G06F 3/04842 (2013.01) ; G06F 3/04847 (2013.01) ; G06F 9/45558 (2013.01) ; G06F 16/122 (2019.01) ; G06F 16/137 (2019.01) ; G06F 16/162 (2019.01) ; G06F 16/17 (2019.01) ; G06F 16/173 (2019.01) ; G06F 16/174 (2019.01) ; G06F 16/1744 (2019.01) ; G06F 16/1748 (2019.01) ; G06F 16/235 (2019.01) ; G06F 16/2322 (2019.01) ; G06F 16/2365 (2019.01) ; G06F 16/248 (2019.01) ; G06F 16/24578 (2019.01) ; G06F 16/285 (2019.01) ; G06F 16/288 (2019.01) ; G06F 16/29 (2019.01) ; G06F 16/9535 (2019.01) ; G06F 21/53 (2013.01) ; G06F 21/552 (2013.01) ; G06F 21/566 (2013.01) ; G06N 20/00 (2019.01) ; G06N 99/00 (2013.01) ; G06T 11/206 (2013.01) ; H04J 3/0661 (2013.01) ; H04J 3/14 (2013.01) ; H04L 1/242 (2013.01) ; H04L 9/0866 (2013.01) ; H04L 9/3239 (2013.01) ; H04L 9/3242 (2013.01) ; H04L 41/046 (2013.01) ; H04L 41/0668 (2013.01) ; H04L 41/0803 (2013.01) ; H04L 41/0806 (2013.01) ; H04L 41/0816 (2013.01) ; H04L 41/0893 (2013.01) ; H04L 41/12 (2013.01) ; H04L 41/16 (2013.01) ; H04L 41/22 (2013.01) ; H04L 43/02 (2013.01) ; H04L 43/026 (2013.01) ; H04L 43/04 (2013.01) ; H04L 43/062 (2013.01) ; H04L 43/08 (2013.01) ; H04L 43/0805 (2013.01) ; H04L 43/0811 (2013.01) ; H04L 43/0829 (2013.01) ; H04L 43/0841 (2013.01) ; H04L 43/0858 (2013.01) ; H04L 43/0864 (2013.01) ; H04L 43/0876 (2013.01) ; H04L 43/0882 (2013.01) ; H04L 43/0888 (2013.01) ; H04L 43/10 (2013.01) ; H04L 43/106 (2013.01) ; H04L 43/12 (2013.01) ; H04L 43/16 (2013.01) ; H04L 45/306 (2013.01) ; H04L 45/38 (2013.01) ; H04L 45/46 (2013.01) ; H04L 45/507 (2013.01) ; H04L 45/66 (2013.01) ; H04L 45/74 (2013.01) ; H04L 47/11 (2013.01) ; H04L 47/20 (2013.01) ; H04L 47/2441 (2013.01) ; H04L 47/2483 (2013.01) ; H04L 47/28 (2013.01) ; H04L 47/31 (2013.01) ; H04L 47/32 (2013.01) ; H04L 61/5007 (2022.05) ; H04L 63/0227 (2013.01) ; H04L 63/0263 (2013.01) ; H04L 63/06 (2013.01) ; H04L 63/0876 (2013.01) ; H04L 63/145 (2013.01) ; H04L 63/1408 (2013.01) ; H04L 63/1416 (2013.01) ; H04L 63/1425 (2013.01) ; H04L 63/1433 (2013.01) ; H04L 63/1441 (2013.01) ; H04L 63/1458 (2013.01) ; H04L 63/1466 (2013.01) ; H04L 63/16 (2013.01) ; H04L 63/20 (2013.01) ; H04L 67/01 (2022.05) ; H04L 67/10 (2013.01) ; H04L 67/1001 (2022.05) ; H04L 67/12 (2013.01) ; H04L 67/51 (2022.05) ; H04L 67/75 (2022.05) ; H04L 69/16 (2013.01) ; H04L 69/22 (2013.01) ; H04W 72/08 (2013.01) ; H04W 84/18 (2013.01) ; G06F 2009/4557 (2013.01) ; G06F 2009/45587 (2013.01) ; G06F 2009/45591 (2013.01) ; G06F 2009/45595 (2013.01) ; G06F 2221/033 (2013.01) ; G06F 2221/2101 (2013.01) ; G06F 2221/2105 (2013.01) ; G06F 2221/2111 (2013.01) ; G06F 2221/2115 (2013.01) ; G06F 2221/2145 (2013.01) ; H04L 67/535 (2022.05) ;
Abstract An approach for detecting anomalous flows in a network using header field entropy. This can be useful in detecting anomalous or malicious traffic that may attempt to 'hide' or inject itself into legitimate flows. A malicious endpoint might attempt to send a control message in underutilized header fields or might try to inject illegitimate data into a legitimate flow. These illegitimate flows will likely demonstrate header field entropy that is higher than legitimate flows. Detecting anomalous flows using header field entropy can help detect malicious endpoints.
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