Correlating packets in communications networks
A computing system may identify packets received by a network device from a host located in a first network and may generate log entries corresponding to the packets received by the network device. The computing system may identify packets transmitted by the network device to a host located in a second network and may generate log entries corresponding to the packets transmitted by the network device. Utilizing the log entries corresponding to the packets received by the network device and the log entries corresponding to the packets transmitted by the network device, the computing system may correlate the packets transmitted by the network device with the packets received by the network device.
1 . A packet-filtering device comprising:
one or more processors; and
memory storing instructions that, when executed by the one or more processors, cause the packet-filtering device to:
determine a first plurality of log entries corresponding to a first plurality of packets received by a network device from a first host located in a first network;
determine a second plurality of log entries corresponding to a second plurality of packets transmitted by the network device to a second host located in a second network;
detect, based on the first plurality of log entries and the second plurality of log entries, a correlation between one or more packets of the first plurality of packets and one or more packets of the second plurality of packets by:
comparing the first plurality of log entries with the second plurality of log entries based on one or more of:
an ingress identifier,
an egress identifier,
network-layer information,
transport-layer information, or
application-layer information; and
determining, based on the comparing, the correlation between the one or more packets of the first plurality of packets and the one or more packets of the second plurality of packets;
determine, based on the correlation between the one or more packets of the first plurality of packets and the one or more packets of the second plurality of packets, whether one of the first host or the second host are associated with potentially malicious activity by determining that at least one of the one or more packets of the first plurality of packets or at least one of the one or more packets of the second plurality of packets indicate potentially malicious activity;
generate, in response to determining that one of the first host or the second host are associated with the potentially malicious activity, one or more rules configured to identify packets associated with both of the first host or the second host; and
provision one or more devices with the one or more rules.
2 . The packet-filtering device of claim 1 , wherein the instructions, when executed by the one or more processors, cause the packet-filtering device to determine the correlation based on a determination that both the first plurality of packets and the second plurality of packets correspond to an end-to-end flow.
3 . The packet-filtering device of claim 1 , wherein the first plurality of packets and the second plurality of packets are associated with a common flow, and wherein the association between the first plurality of packets and the common flow has been obscured by the network device.
4 . The packet-filtering device of claim 1 , wherein the instructions, when executed by the one or more processors, cause the packet-filtering device to determine whether one of the first host or the second host are associated with the potentially malicious activity by determining whether the at least one of the one or more packets of the first plurality of packets or the at least one of the one or more packets of the second plurality of packets indicate a man-in-the-middle attack.
5 . The packet-filtering device of claim 1 , wherein the instructions, when executed by the one or more processors, cause the packet-filtering device to determine whether one of the first host or the second host are associated with the potentially malicious activity by determining whether the at least one of the one or more packets of the first plurality of packets or the at least one of the one or more packets of the second plurality of packets indicate that the network device comprises a proxy.
6 . The packet-filtering device of claim 1 , wherein the instructions, when executed by the one or more processors, cause the packet-filtering device to determine whether one of the first host or the second host are associated with the potentially malicious activity by determining whether all or portions of the one or more packets of the first plurality of packets are spoofed.
7 . The packet-filtering device of claim 1 , wherein the one or more rules are configured to cause the one or more devices to drop the packets associated with one or both of the first host or the second host.
8 . The packet-filtering device of claim 1 , wherein the one or more rules are configured to cause the one or more devices to log information associated with the packets associated with one or both of the first host or the second host.
9 . The packet-filtering device of claim 1 , wherein the packet-filtering device is in the first network.
10 . The packet-filtering device of claim 1 , wherein the instructions, when executed by the one or more processors, cause the packet-filtering device to detect the correlation in response to the determination that one of the first host or the second host are associated with the potentially malicious activity.
11 . A method comprising
determining, by a packet-filtering device, a first plurality of log entries corresponding to a first plurality of packets received by a network device from a first host located in a first network;
determining, by the packet-filtering device, a second plurality of log entries corresponding to a second plurality of packets transmitted by the network device to a second host located in a second network;
detecting, by the packet-filtering device and based on the first plurality of log entries and the second plurality of log entries, a correlation between one or more packets of the first plurality of packets and one or more packets of the second plurality of packets by:
comparing the first plurality of log entries with the second plurality of log entries based on one or more of:
an ingress identifier,
an egress identifier,
network-layer information,
transport-layer information, or
application-layer information; and
determining, based on the comparing, the correlation between the one or more packets of the first plurality of packets and the one or more packets of the second plurality of packets;
determining, based on the correlation between the one or more packets of the first plurality of packets and the one or more packets of the second plurality of packets, whether one of the first host or the second host are associated with potentially malicious activity by determining that at least one of the one or more packets of the first plurality of packets or at least one of the one or more packets of the second plurality of packets indicate potentially malicious activity;
generating, in response to determining that one of the first host or the second host are associated with the potentially malicious activity, one or more rules configured to identify packets associated with both of the first host or the second host; and
provisioning one or more devices with the one or more rules.
12 . The method of claim 11 , wherein the determining the correlation is based on a determination that both the first plurality of packets and the second plurality of packets correspond to an end-to-end flow.
13 . The method of claim 11 , wherein the first plurality of packets and the second plurality of packets are associated with a common flow, and wherein the association between the first plurality of packets and the common flow has been obscured by the network device.
14 . The method of claim 11 , wherein the determining whether one of the first host or the second host are associated with the potentially malicious activity comprises determining whether the at least one of the one or more packets of the first plurality of packets or the at least one of the one or more packets of the second plurality of packets indicate a man-in-the-middle attack.
15 . The method of claim 11 , wherein the determining whether one of the first host or the second host are associated with the potentially malicious activity comprises determining whether the at least one of the one or more packets of the first plurality of packets or the at least one of the one or more packets of the second plurality of packets indicate that the network device comprises a proxy.
16 . The method of claim 11 , wherein the determining whether one of the first host or the second host are associated with the potentially malicious activity comprises determining whether all or portions of the one or more packets of the first plurality of packets are spoofed.
17 . The method of claim 11 , wherein the one or more rules are configured to cause the one or more devices to drop the packets associated with one or both of the first host or the second host.
18 . The method of claim 11 , wherein the one or more rules are configured to cause the one or more devices to log information associated with the packets associated with one or both of the first host or the second host.
19 . The method of claim 11 , wherein the packet-filtering device is in the first network.
20 . The method of claim 11 , wherein detecting the correlation is in response to the determination that one of the first host or the second host are associated with the potentially malicious activity.
21 . One or more non-transitory computer-readable media storing instructions that, when executed by one or more processors of a packet-filtering device, cause the packet-filtering device to:
determine a first plurality of log entries corresponding to a first plurality of packets received by a network device from a first host located in a first network;
determine a second plurality of log entries corresponding to a second plurality of packets transmitted by the network device to a second host located in a second network;
detect, based on the first plurality of log entries and the second plurality of log entries, a correlation between one or more packets of the first plurality of packets and one or more packets of the second plurality of packets by:
comparing the first plurality of log entries with the second plurality of log entries based on one or more of:
an ingress identifier,
an egress identifier,
network-layer information,
transport-layer information, or
application-layer information; and
determining, based on the comparing, the correlation between the one or more packets of the first plurality of packets and the one or more packets of the second plurality of packets;
determine, based on the correlation between the one or more packets of the first plurality of packets and the one or more packets of the second plurality of packets, whether one of the first host or the second host are associated with potentially malicious activity by determining that at least one of the one or more packets of the first plurality of packets or at least one of the one or more packets of the second plurality of packets indicate potentially malicious activity;
generate, in response to determining that one of the first host or the second host are associated with the potentially malicious activity, one or more rules configured to identify packets associated with both of the first host or the second host; and
provision one or more devices with the one or more rules.
22 . The one or more non-transitory computer-readable media of claim 21 , wherein the instructions, when executed by the one or more processors, cause the packet-filtering device to determine the correlation based on a determination that both the first plurality of packets and the second plurality of packets correspond to an end-to-end flow.
23 . The one or more non-transitory computer-readable media of claim 21 , wherein the first plurality of packets and the second plurality of packets are associated with a common flow, and wherein the association between the first plurality of packets and the common flow has been obscured by the network device.
24 . The one or more non-transitory computer-readable media of claim 21 , wherein the instructions, when executed by the one or more processors, cause the packet-filtering device to determine whether one of the first host or the second host are associated with the potentially malicious activity by determining whether the at least one of the one or more packets of the first plurality of packets or the at least one of the one or more packets of the second plurality of packets indicate a man-in-the-middle attack.
25 . The one or more non-transitory computer-readable media of claim 21 , wherein the instructions, when executed by the one or more processors, cause the packet-filtering device to determine whether one of the first host or the second host are associated with the potentially malicious activity by determining whether the at least one of the one or more packets of the first plurality of packets or the at least one of the one or more packets of the second plurality of packets indicate that the network device comprises a proxy.
26 . The one or more non-transitory computer-readable media of claim 21 , wherein the instructions, when executed by the one or more processors, cause the packet-filtering device to determine whether one of the first host or the second host are associated with the potentially malicious activity by determining whether all or portions of the one or more packets of the first plurality of packets are spoofed.
27 . The one or more non-transitory computer-readable media of claim 21 , wherein the one or more rules are configured to cause the one or more devices to drop the packets associated with one or both of the first host or the second host.
28 . The one or more non-transitory computer-readable media of claim 21 , wherein the one or more rules are configured to cause the one or more devices to log information associated with the packets associated with one or both of the first host or the second host.
29 . The one or more non-transitory computer-readable media of claim 21 , wherein the packet-filtering device is in the first network.
30 . The one or more non-transitory computer-readable media of claim 21 , wherein the instructions, when executed by the one or more processors, cause the packet-filtering device to detect the correlation in response to the determination that one of the first host or the second host are associated with the potentially malicious activity.