公开(公告)号：US11303574B2

公开(公告)日：2022-04-12

申请号：US16910380

申请日：2020-06-24

Applicant: Cisco Technology, Inc.

Inventor： Michael Joseph Stepanek ,  Costas Kleopa ,  David McGrew ,  Blake Harrell Anderson ,  Saravanan Radhakrishnan

IPC: H04L12/851 ,  H04L47/2441 ,  H04L47/2483 ,  H04L47/25 ,  H04L47/2475 ,  H04L49/35 ,  H04L29/06 ,  H04W12/12 ,  H04W12/122 ,  H04W12/128

Abstract: In one embodiment, a networking device in a network detects an traffic flow conveyed in the network via the networking device. The networking device generates flow data for the traffic flow. The networking device performs a classification of the traffic flow using the flow data as input to a machine learning-based classifier. The networking device performs a mediation action based on the classification of the traffic flow.

公开(公告)号：US10305809B2

公开(公告)日：2019-05-28

申请号：US15353940

申请日：2016-11-17

Applicant: Cisco Technology, Inc.

Inventor： Michael Joseph Stepanek ,  Costas Kleopa ,  David McGrew ,  Blake Harrell Anderson ,  Saravanan Radhakrishnan

IPC: H04L12/00 ,  H04L12/851 ,  H04L12/825 ,  H04L12/859 ,  H04L12/931 ,  H04L29/06 ,  H04W12/12

Abstract: In one embodiment, a networking device in a network detects a traffic flow conveyed in the network via the networking device. The networking device generates flow data for the traffic flow. The networking device performs a classification of the traffic flow using the flow data as input to a machine learning-based classifier. The networking device performs a mediation action based on the classification of the traffic flow.

公开(公告)号：US11601370B2

公开(公告)日：2023-03-07

申请号：US17727087

申请日：2022-04-22

Applicant: Cisco Technology, Inc.

Inventor： Michael Joseph Stepanek ,  Costas Kleopa ,  David McGrew ,  Blake Harrell Anderson ,  Saravanan Radhakrishnan

IPC: H04L12/851 ,  H04L47/2441 ,  H04L47/2483 ,  H04L47/25 ,  H04L47/2475 ,  H04L49/35 ,  H04L9/40 ,  H04W12/12 ,  H04W12/122 ,  H04W12/128

Abstract: In one embodiment, a networking device in a network detects an traffic flow conveyed in the network via the networking device. The networking device generates flow data for the traffic flow. The networking device performs a classification of the traffic flow using the flow data as input to a machine learning-based classifier. The networking device performs a mediation action based on the classification of the traffic flow.

公开(公告)号：US20220255868A1

公开(公告)日：2022-08-11

申请号：US17727087

申请日：2022-04-22

Applicant: Cisco Technology, Inc.

Inventor： Michael Joseph Stepanek ,  Costas Kleopa ,  David McGrew ,  Blake Harrell Anderson ,  Saravanan Radhakrishnan

IPC: H04L47/2441 ,  H04L9/40 ,  H04W12/122 ,  H04L47/2483 ,  H04W12/128 ,  H04L47/2475 ,  H04L47/25 ,  H04L49/35 ,  H04W12/12

Abstract: In one embodiment, a networking device in a network detects an traffic flow conveyed in the network via the networking device. The networking device generates flow data for the traffic flow. The networking device performs a classification of the traffic flow using the flow data as input to a machine learning-based classifier. The networking device performs a mediation action based on the classification of the traffic flow.

公开(公告)号：US10728158B2

公开(公告)日：2020-07-28

申请号：US16379352

申请日：2019-04-09

Applicant: Cisco Technology, Inc.

Inventor： Michael Joseph Stepanek ,  Costas Kleopa ,  David McGrew ,  Blake Harrell Anderson ,  Saravanan Radhakrishnan

IPC: H04L12/851 ,  H04L12/825 ,  H04L12/859 ,  H04L12/931 ,  H04L29/06 ,  H04W12/12

Abstract: In one embodiment, a networking device in a network detects a traffic flow conveyed in the network via the networking device. The networking device generates flow data for the traffic flow. The networking device performs a classification of the traffic flow using the flow data as input to a machine learning-based classifier. The networking device performs a mediation action based on the classification of the traffic flow.

公开(公告)号：US11711308B2

公开(公告)日：2023-07-25

申请号：US17694060

申请日：2022-03-14

Applicant: Cisco Technology, Inc.

Inventor： Michael Joseph Stepanek ,  Costas Kleopa ,  David McGrew ,  Blake Harrell Anderson ,  Saravanan Radhakrishnan

IPC: H04L12/851 ,  H04L47/2441 ,  H04L47/2483 ,  H04L47/25 ,  H04L47/2475 ,  H04L49/35 ,  H04L9/40 ,  H04W12/12 ,  H04W12/122 ,  H04W12/128

CPC classification number: H04L47/2441 ,  H04L47/2475 ,  H04L47/2483 ,  H04L47/25 ,  H04L49/355 ,  H04L63/0254 ,  H04L63/0428 ,  H04L63/1425 ,  H04L63/1458 ,  H04L63/166 ,  H04W12/12 ,  H04W12/122 ,  H04W12/128

Abstract: In one embodiment, a networking device in a network detects an traffic flow conveyed in the network via the networking device. The networking device generates flow data for the traffic flow. The networking device performs a classification of the traffic flow using the flow data as input to a machine learning-based classifier. The networking device performs a mediation action based on the classification of the traffic flow.

公开(公告)号：US20190238471A1

公开(公告)日：2019-08-01

申请号：US16379352

申请日：2019-04-09

Applicant: Cisco Technology, Inc.

Inventor： Michael Joseph Stepanek ,  Costas Kleopa ,  David McGrew ,  Blake Harrell Anderson ,  Saravanan Radhakrishnan

IPC: H04L12/851 ,  H04W12/12 ,  H04L29/06 ,  H04L12/931 ,  H04L12/859 ,  H04L12/825

Abstract: In one embodiment, a networking device in a network detects a traffic flow conveyed in the network via the networking device. The networking device generates flow data for the traffic flow. The networking device performs a classification of the traffic flow using the flow data as input to a machine learning-based classifier. The networking device performs a mediation action based on the classification of the traffic flow.

公开(公告)号：US20180139141A1

公开(公告)日：2018-05-17

申请号：US15353940

申请日：2016-11-17

Applicant: Cisco Technology, Inc.

Inventor： Michael Joseph Stepanek ,  Costas Kleopa ,  David McGrew ,  Blake Harrell Anderson ,  Saravanan Radhakrishnan

IPC: H04L12/851 ,  H04L12/825 ,  H04L12/859 ,  H04L12/931 ,  H04L29/06

CPC classification number: H04L47/2441 ,  H04L47/2475 ,  H04L47/2483 ,  H04L47/25 ,  H04L49/355 ,  H04L63/0254 ,  H04L63/0428 ,  H04L63/1425 ,  H04L63/1458 ,  H04L63/166 ,  H04W12/12

Abstract: In one embodiment, a networking device in a network detects an traffic flow conveyed in the network via the networking device. The networking device generates flow data for the traffic flow. The networking device performs a classification of the traffic flow using the flow data as input to a machine learning-based classifier. The networking device performs a mediation action based on the classification of the traffic flow.

公开(公告)号：US20220200914A1

公开(公告)日：2022-06-23

申请号：US17694060

申请日：2022-03-14

Applicant: Cisco Technology, Inc.

Inventor： Michael Joseph Stepanek ,  Costas Kleopa ,  David McGrew ,  Blake Harrell Anderson ,  Saravanan Radhakrishnan

IPC: H04L47/2441 ,  H04L47/2483 ,  H04L47/25 ,  H04L47/2475 ,  H04L49/35 ,  H04L9/40 ,  H04W12/12 ,  H04W12/122 ,  H04W12/128

Abstract: In one embodiment, a networking device in a network detects an traffic flow conveyed in the network via the networking device. The networking device generates flow data for the traffic flow. The networking device performs a classification of the traffic flow using the flow data as input to a machine learning-based classifier. The networking device performs a mediation action based on the classification of the traffic flow.

公开(公告)号：US20200322275A1

公开(公告)日：2020-10-08

申请号：US16910380

申请日：2020-06-24

Applicant: Cisco Technology, Inc.

Inventor： Michael Joseph Stepanek ,  Costas Kleopa ,  David McGrew ,  Blake Harrell Anderson ,  Saravanan Radhakrishnan

IPC: H04L12/851 ,  H04L12/825 ,  H04L12/859 ,  H04L12/931 ,  H04L29/06 ,  H04W12/12

Abstract: In one embodiment, a networking device in a network detects an traffic flow conveyed in the network via the networking device. The networking device generates flow data for the traffic flow. The networking device performs a classification of the traffic flow using the flow data as input to a machine learning-based classifier. The networking device performs a mediation action based on the classification of the traffic flow.