公开(公告)号：US12273380B2

公开(公告)日：2025-04-08

申请号：US17550867

申请日：2021-12-14

Applicant: Mellanox Technologies LTD.

Inventor： Dotan Finkelshtein ,  Alexander Bilkovskii ,  Roni Bar Yanai ,  Juan Jose Vegas Olmos

IPC: H04L9/40 ,  G06N20/00 ,  H04L69/22

Abstract: A device receives a packet from a local network. The packet may be directed toward a cloud computing resource. The device determines that the packet is associated with a new packet flow. In response to determining that the packet is associated with the new packet flow, the device provides one or more packets from the new packet flow to a machine learning model for packet inspection. The device receives an output from the machine learning model and routes the new packet flow based on the output received from the machine learning model. The output indicates whether or not the new packet flow is associated with a network attack.

公开(公告)号：US20230188561A1

公开(公告)日：2023-06-15

申请号：US17550867

申请日：2021-12-14

Applicant: MELLANOX TECHNOLOGIES, LTD.

Inventor： Dotan Finkelshtien ,  Alexander Bilkovskii ,  Roni Bar Yanai ,  Juan Jose Vegas Olmos

IPC: H04L9/40 ,  G06N20/00

CPC classification number: H04L63/1466 ,  H04L63/1416 ,  H04L63/1425 ,  H04L63/166 ,  H04L63/20 ,  G06N20/00

Abstract: A device receives a packet from a local network. The packet may be directed toward a cloud computing resource. The device determines that the packet is associated with a new packet flow. In response to determining that the packet is associated with the new packet flow, the device provides one or more packets from the new packet flow to a machine learning model for packet inspection. The device receives an output from the machine learning model and routes the new packet flow based on the output received from the machine learning model. The output indicates whether or not the new packet flow is associated with a network attack.

公开(公告)号：US20250168197A1

公开(公告)日：2025-05-22

申请号：US19029733

申请日：2025-01-17

Applicant: MELLANOX TECHNOLOGIES, LTD.

Inventor： Dotan Finkelshtien ,  Alexander Bilkovskii ,  Roni Bar Yanai ,  Juan Jose Vegas Olmos

IPC: H04L9/40 ,  G06N20/00 ,  H04L69/22

Abstract: A device receives a packet from a local network. The packet may be directed toward a cloud computing resource. The device determines that the packet is associated with a new packet flow. In response to determining that the packet is associated with the new packet flow, the device provides one or more packets from the new packet flow to a machine learning model for packet inspection. The device receives an output from the machine learning model and routes the new packet flow based on the output received from the machine learning model. The output indicates whether or not the new packet flow is associated with a network attack.